Final teit syllabus_2012_course_04.06.2014

University of Pune
T.E. (Information Technology) Syllabus 2012 Course 1
Faculty of Engineering
Syllabus
T.E. (Information Technology) 2012 Course
(With effect from Academic Year 2014 - 15)
UNIVERSITY OF PUNE
THE SYLLABUS IS PREPARED BY:
B.O.S. in Information Technology, University of Pune

University of Pune
PROGRAM EDUCATIONAL OBJECTIVES
The students of Information Technology course after passing out will
1. Graduates of the program will possess strong fundamental concepts in mathematics, science,
engineering and Technology to address technological challenges.
2. Possess knowledge and skills in the field of Computer Science & Engineering and Information
Technology for analyzing, designing and implementing complex engineering problems of any
domain with innovative approaches.
3. Possess an attitude and aptitude for research, entrepreneurship and higher studies in the field
of Computer Science & Engineering and Information Technology.
4. Have commitment to ethical practices, societal contributions through communities and life-
long learning.
5. Possess better communication, presentation, time management and team work skills leading
to responsible & competent professionals and will be able to address challenges in the field of IT
at global level.

University of Pune
PROGRAM OUTCOMES
The students in the Information Technology course will attain:
1. an ability to apply knowledge of computing, mathematics including discrete mathematics as well
as probability and statistics, science, and engineering and technology;
2. an ability to define a problem and provide a systematic solution with the help of conducting
experiments, as well as analyzing and interpreting the data;
3. an ability to design, implement, and evaluate a software or a software/hardware system,
component, or process to meet desired needs within realistic constraints;
4. an ability to identify, formulate, and provide systematic solutions to complex engineering
problems;
5. an ability to use the techniques, skills, and modern engineering technologies tools, standard
processes necessary for practice as a IT professional;
6. an ability to apply mathematical foundations, algorithmic principles, and computer science
theory in the modeling and design of computer-based systems with necessary constraints and
assumptions;
7. an ability to analyze the local and global impact of computing on individuals, organizations and
society;
8. an ability to understand professional, ethical, legal, security and social issues and responsibilities;
9. an ability to function effectively as an individual or as a team member to accomplish a desired
goal(s);
10. an ability to engage in life-long learning and continuing professional development to cope up
with fast changes in the technologies/tools with the help of electives, professional organizations
and extra-curricular activities;
11. an ability to communicate effectively in engineering community at large by means of effective
presentations, report writing, paper publications, demonstrations;
12. an ability to understand engineering, management, financial aspects, performance,
optimizations and time complexity necessary for professional practice;
13. an ability to apply design and development principles in the construction of software systems of
varying complexity.

University of Pune
T.E.(Information Technology) 2012 Course to be implemented from June 2014
SEMESTER – I
Subject
Code
Subject
Teaching Scheme Examination Scheme
Total
MarksLecture Practical Tutorial
In-Semester
Assessment TW PR OR
End
Semester
Examination
Phase - I Phase - II
314441
Computer Network
Technology
3 30 70 100
314442 Theory of Computation 4 30 70 100
314443
Database Management
Systems
4 30 70 100
314444 Software Engineering 3 30 70 100
314445
Web Engineering and
Technology
3 30 70 100
314446 Software Laboratory - I 4 50 50 100
314447
Database Management
Systems Laboratory
4 50 50 100
314448
Employability Skill
Development Laboratory
1 2 50 50
Total 18 10 150 100 100 50 350 750
Software Lab.-I Part – I : Assignments on Computer Network Technology and
Part – II : Assignments on Web Engineering and Technology
SEMESTER – II
Subject
Code
Subject
Teaching Scheme Examination Scheme
Total
MarksLecture Practical Tutorial
In-Semester
Assessment TW PR OR
End
Semester
Examination
Phase - I Phase - II
314449
Design and Analysis of
Algorithms
4 30 70 100
314450 Systems Programming 4 30 70 100
314451 Operating System 4 30 70 100
314452 Multimedia Technologies 3 30 70 100
314453
Information Tech Project
Management
3 30 70 100
314454
Operating System
Laboratory
4 50 50 100
314455 Software Laboratory - II 4 50 50 100
314456
Seminar & Technical
Communication Lab.
2 50 50
Total 18 10 150 100 100 50 350 750
Software Lab.-II Part – I : Assignments on Design and Analysis of Algorithms and
Part – II : Assignments on Systems Programming

University of Pune
SEMESTER - I

University of Pune
314441 : COMPUTER NETWORK TECHNOLOGY
Teaching Scheme:
Lectures: 3 Hours/Week
Examination Scheme:
In-Semester Assessment
Phase I – 30 Marks
End-Semester Assessment
Phase II – 70 Marks
Prerequisites :Data Communication
Course Objectives :
1. To understand services offered by important layers of OSI model
2. To provide routing and network management techniques
3. To understand various application layer protocols and its applications in client / server
environment
4. To understand various WAN technologies in computer networks
Course Outcomes :
1. Students will be able to understand the OSI model and its layer responsibilities in detail
2. Students will be able to explain various routing protocols and techniques and its related
management issues at large
3. Students will be able to understand working principle of client/server application with respect
to application layer protocols
4. Students will obtain thorough knowledge of various Wireless technologies
UNIT - I NETWORK LAYER 6 Hours
Packet Switching, Virtual Circuits, Datagram
Routing Algorithms: Optimality Principle, Shortest path routing- Dijkstra’sAlgorithms, Distance Vector
Routing, Link State Routing, Counting to infinity problem, RIP, OSPF, BGP
IP Addressing IPv4, IP Address Classes, Subnetting, CIDR/Supernetting, IP Fragmentation, ARP, DHCP,
RARP, ICMP, IPv6.
UNIT - II TRANSPORT LAYER 6 Hours
Transport layer duties and functionalities, application expectations and IP delivery semantics, Reliability
at transport layer Vs. reliability at the Link Layer?
UDP : UDP functionality, UDP Header;
TCP : TCP Features, byte-stream, Connection-oriented, TCP Header Format, 2-way, 3-way Handshake,
TCP State Diagram, TCP Sliding Window, Congestion Control Algorithms, Leaky Bucket, Token Bucket,
Congestion Avoidance, RTT estimation , TCP Tahoe, Fast Retransmit, Fast Recovery,
UNIX Sockets
Congestion Avoidance, RTT Estimation , TCP Tahoe, Fast Retransmit, Fast Recovery, UNIX Sockets
Timer Management, Performance issue (concepts like: Throughput, Delay, Bandwidth Utilization, Error
Rate, Congestion and Network Reliability).
UNIT - III APPLICATION LAYER 6 Hours
Client/Server Model, Telnet
Domain Name System,
File Transfer protocol: FTP, TFTP,
HyperText Transfer Protocol
POP3, IMAP, SMTP, E-mail, MIME
Simple Network Management Protocol

University of Pune
UNIT - IV WIRELESS LANS, PANS AND MANS 6 Hours
Introduction (Infrastructure and Ad-hoc Networks), Comparison of Wireless Networks in ISM Band
Fundamentals of WLAN – technical issues, Network Architecture, IEEE 802.11- physical layer, Mac Layer
Mechanism, CSMA/CA, Bluetooth - Specification, Transport Layer, Middleware Protocol Group,
Bluetooth Profiles, IEEE 802.16 –differences between IEEE 802.11 and 802.16, Physical Layer, Data Link
Layer.
UNIT - V AD-HOC NETWORKS AND SENSOR NETWORKS 6 Hours
Introduction to MANETs, Sensor Networks, Operating Environment Constraints, Protocols supported by
Wireless Networks
Applications of Sensor Networks
Sensor Node Architecture (hardware components)
Sensor Network Architectures (Concept of sink and source, Topologies, Design Principles)
Radio Propagation and Propagation Impairments
MAC Protocol: Fundamentals, STEM, S-MAC, LEACH, IEEE 802.15.4
UNIT – VI ROUTING IN SENSOR NETWORKS AND RECENT TRENDS 6 Hours
Routing in MANET : AODV, DSDV, DSR
Naming and Addressing in WSN : Basic concepts, MAC address, Distributed assignment of locally unique
addresses, Content-based and geographic addressing
Routing in Sensor Networks : Challenges and design issues
Routing Protocols for WSNs: Flooding, SPIN, PEGASIS, Directed Diffusion, Geographic Routing
Recent Trends (References web, no formal text)
Software Defined Networking
Wi-FiOffloads
100G Ethernet and its variants
Internet of Things (IoT) and Web of Things
Bring your own Device (BYOD)
Text Books
1. Andrew S. Tanenbaum, "Computer Networks", PHI, Fifth Edition, ISBN : 978-0132-126953
2. KazemSohraby, Daniel Minoli, TaiebZnati, Wireless Sensor Network”, Wiley, ISBN :978-0-471-
74300-2
3. C. Siva Ram Murthy and B. S. Manoj, “Ad Hoc Wireless Networks: Architectures and Protocols”
Prentice Hall, 2004
Reference Books
1. James F. Kurose and Keith W. Ross, "Computer Networking: A Top-Down Approach Featuring
the Internet", Pearson Education, 6th
Edition, ISBN : 978-02737-68968
2. Holger Karl and Andreas Willig, “Protocols and Architectures for Wireless Sensor Networks”,
Wiley, ISBN: 0-470-09510-5
3. Feng Zhao and Leonidas J. Guibas, “Wireless Sensor Networks: An Information Processing
Approach” Morgan Kaufmann, 2004
4. Natalia Olifer, Victor Olifer “Computer Network Principles Technologies and Protocols for
Network Design”, Wiley, ISBN : 978-81-265-0917-1

University of Pune
314442 : THEORY OF COMPUTATION
Teaching Scheme:
Examination Scheme:
Prerequisites :Discrete Structure
Course Objectives :
1. To Study computing machines by describing, classifying and comparing different types of
computational models.
2. Encourage students to study & develop fundamentals for 'Computational Theory'.
Course Outcomes :
1. Students should be able to understand and design Regular Grammar, Finite Automata, Context
Free Grammar, Pushdown Automata, Post Machines, and Turing Machines.
2. Students should be able to Simplify Context Free Grammar and then convert to CNF and GNF.
3. Students should be able to understand Pumping Lemma, Properties of Regular Languages and
Context Free Languages.
4. Students should be able to understand Decidable Languages and Turing Reducibility.
UNIT - I INTRODUCTION 10 Hours
Basic Concepts: Symbols, Strings, Language, Formal Language, Natural Language. Basic Machine And
Finite State Machine.
Finite Automata: Definition And Construction - DFA , NFA, NFA with epsilon-Moves, Minimization Of FA,
Equivalence of NFA and DFA, Conversion of NFA with epsilon moves to NFA, Conversion of NFA With
epsilon moves to DFA, Moore and Mealy Machines, Inter-conversion between Moore and Mealy
Machines.
UNIT - II REGULAR EXPRESSIONS, REGULAR GRAMMAR AND LANGUAGES 8 Hours
Definition and Identities of Regular Expressions, Regular Grammar and Finite Automata: FA to RG and
RG to FA, Left Linear and Right Linear Grammar and Inter-conversion between them. Closure Properties
of RLs, Pumping Lemma for RL.
UNIT - III CONTEXT FREE GRAMMAR AND LANGUAGES 8 Hours
Definition and Construction of CFG, Definition and Generation of CFL from CFG. Ambiguous Grammar
and Removal of Ambiguity. Simplification of Grammar. Normal Forms of Grammar: CNF and GNF.
Chomsky Hierarchy.
UNIT - IV PUSHDOWN AUTOMATA 8 Hours
Definition and Construction of DPDA and NPDA. Equivalence of PDAs and CFGs, Closure Properties Of
CFLs, Concept of Post Machines.
UNIT - V TURING MACHINES 8 Hours
Definition and Construction of Turing Machines. Languages of TM. Types of TM. Time Complexity of TM,
Halting Problem, Church’s Turing Hypothesis, Comparison And Applications of DFA, PDA and TM.
UNIT - VI DECIDABILITY AND REDUCIBILITY 6 Hours
Decidable Languages, Decidable Problems Concerning Regular Languages, Decidable Problems
Concerning Context-Free Languages. Decidable Problems With The TM, Turing Reducibility.

University of Pune
Text Books
1. John C. martin, “Introduction to Language and Theory of Computation”, TMH, Third Edition.
978-0-07-066048-9.
2. Michel Sipser “Introduction to Theory of Computation” Thomson Course Technology, Second
Edition 0-534-95097-3.
3. Kavi Mahesh, “Theory of Computation” Wiley-India, ISBN : 978-81-265-3311-4
Reference Books
1. Hopcroft Ulman, “Introduction To Automata Theory, Languages And Computations”, Pearson
Education Asia, 2nd
Edition
2. Daniel I.A. Cohen, “Introduction to Computer Theory” Wiley-India, ISBN: 978-81-265-1334-5
3. E V Krishnamurthy, “Introduction to Theory of Computer Science”, EWP Second 2nd Edition.
4. K.L.P Mishra, N. Chandrasekaran, “ Theory Of Computer Science(Automata, Languages and
Computation)”, Prentice Hall India, 2nd Edition
5. Daniel I.A. Cohen, "Introduction to Automata Theory Languages and Computations”, Pearson
Education Asia, Second Edition.

University of Pune
314443 : DATABASE MANAGEMENT SYSTEMS
Teaching Scheme:
Examination Scheme:
Prerequisites :
Course Objectives :
1. Understand the fundamental concepts of database management. These concepts include
aspects of database design, database languages, and database-system implementation.
2. To provide a strong formal foundation in database concepts, technology and practice.
3. To give systematic database design approaches covering conceptual design, logical design and
an overview of physical design.
4. Be familiar with the basic issues of transaction processing and concurrency control.
5. To learn and understand various Database Architectures and Applications.
6. Understand how analytics and big data affect various functions now and in the future.
Course Outcomes :
1. Define basic functions of DBMS & RDBMS.
2. Analyze database models & entity relationship models.
3. Design and implement a database schema for a given problem-domain
4. Populate and query a database using SQL DML/DDL commands.
5. Programming PL/SQL including stored procedures, stored functions, cursors and packages
6. Appreciate the impact of analytics and big data on the information industry and the external
ecosystem for analytical and data services
Database Concepts, Database System Architecture, Data Modeling : Data Models, Basic Concepts,
entity, attributes, relationships, constraints, keys, E-R and EER diagrams: Components of E-R Model,
conventions, converting E-R diagram into tables, EER Model components, converting EER diagram into
tables, legacy system model, Relational Model: Basic concepts, Attributes and Domains, Codd's Rules,
Relational Integrity: Domain, Entity, Referential Integrities, Enterprise Constraints, Views, Schema
Diagram, Database Design : Functional Dependency,
Purpose of Normalization, Data Redundancy and Update Anomalies, Functional Dependency-Single
Valued Dependencies. Single Valued Normalization: 1NF, 2NF, 3NF, BCNF. Decomposition: lossless join
decomposition and dependency preservation, Multi valued Normalization (4NF), Join Dependencies and
the Fifth Normal Form.
UNIT - II SQL AND PL/SQL 6 Hours
Introduction to SQL: Characteristics and advantages, SQL Data Types and Literals, DDL, DML, DCL, TCL,
SQL Operators, Tables: Creating, Modifying, Deleting, Views: Creating, Dropping, Updating using Views,
Indexes, Nulls
SQL DML Queries: SELECT Query and clauses, Set Operations, Predicates and Joins, Set membership,
Tuple Variables, Set comparison, Ordering of Tuples, Aggregate Functions, Nested Queries, Database
Modification using SQL Insert, Update and Delete Queries, concept of Stored Procedures, Cursors,
Triggers, assertions, roles and privileges Programmatic SQL: Embedded SQL, Dynamic SQL, Advanced
SQL-Programming in MYSQL,SQL 2.0/SQL for OODB, No SQL- MongoDB

University of Pune
UNIT - III DATABASE TRANSACTIONS 6 Hours
Basic concept of a Transaction, Transaction Management, Properties of Transactions, Concept of
Schedule, Serial Schedule, Serializability: Conflict and View, Cascaded Aborts, Recoverable and Non-
recoverable Schedules, Concurrency Control: Need, Locking Methods, Deadlocks, Time-stamping
Methods, Optimistic Techniques, Recovery methods : Shadow-Paging and Log-Based Recovery,
Checkpoints, Performance Tuning, Query Optimization with respect to No SQL Database
UNIT - IV ADVANCE AND EMERGING DATABASE CONCEPT 8 Hours
Database Architectures: Centralized and Client-Server Architectures, 2 Tier and 3 Tier Architecture,
Introduction to Parallel Databases, Key elements of Parallel Database Processing, Architecture of Parallel
Databases, Introduction to Distributed Databases, Architecture of Distributed Databases, Distributed
Database Design, Internet Databases, Database Connectivity using Mongo databases
UNIT - V LARGE SCALE DATA MANAGEMENT 6 Hours
Introduction to Big Data, XML: DTD, XML Schemas, XQuery, XPath, JSON: Overview, Data Types, Objects,
Schema, JSON with Java/PHP/Ruby/Python, Hadoop : HDFS, HBase : Overview, HBase Data Model,
HBase Region, Hive, SSD
UNIT - VI DATA WAREHOUSING AND DATA MINING 8 Hours
Teradata RDBMS, Teradata Technology, Data Warehousing : Introduction, Evolution of Data Warehouse,
Characteristics, Benefits, Limitation of Data Warehousing, Main Components of Data Warehouse,
Conceptual Models, Data Mart, OLAP, Data Mining : Process, Knowledge Discovery, Goals of Data
Mining, Data Mining Tasks, Machine learning for Big Data, Business Intelligence, Business analytics.
Emerging Database Technologies: Introduction, Cloud Computing and Data Management, Mobile
Databases, Dealing with Massive Datasets-Map Reduce and Hadoop. Introduction to SQLite database,
XML databases.
Text Books
1. Silberschatz A., Korth H., Sudarshan S., "Database System Concepts", 6th
Edition, McGraw Hill
Publishers, ISBN 0-07-120413-X
2. S.K.Singh, “Database Systems : Concepts, Design and Application”, 2nd Edition, Pearson, 2013,
ISBN 978-81-317-6092-5
3. Connally T., Begg C., "Database Systems", 3rd Edition, Pearson Education, 2002, ISBN 81-7808-
861-4
Reference Books
1. Kristina Chodorow, Michael Dirolf, “MangoDB: The Definitive Guide” ,O’Reilly Pubications
2. Tom White, “Hadoop: The Definitive Guide”, O’Reilly Pubications
3. Jiawei Han, Micheline Kamber, Jian Pei, “Data Mining: Concepts and Techniques”, Elsevier
4. Bill Schmarzo, “Big Data:Understanding How Data Powers Big Business”, Wiley,ISBN:978-81-
265-4545-2
5. Alex Holmes, “Hadoop in Practice”, DreamTech Press, ISBN : 978-93-5119-150-6

University of Pune
314444 : SOFTWARE ENGINEERING
Teaching Scheme:
Examination Scheme:
Prerequisites :
Course Objectives :
1. To understand the nature of software complexity in various application domains, disciplined way
of software development and software lifecycle process models.
2. To introduce principles of agile software development, the SCRUM process and agile practices.
3. To know methods of capturing, specifying, visualizing and analyzing software requirements.
4. To understand concepts and principles of software design and architecture.
5. To understand user-centeredness approach and principles of designing effective user interfaces.
6. To present formal methods, automation and recent trends in software engineering.
Course Outcomes :
1. Identify unique features of various software application domains and classify software
applications.
2. Choose and apply appropriate lifecycle model of software development.
3. Describe principles of agile development, discuss the SCRUM process and distinguish agile
process model from other process models.
4. Identify user needs and formulate software specifications.
5. Analyze software requirements by applying various modeling techniques.
6. Translate the requirements model into the design model
7. Describe and demonstrate use of software and user-interface design principles.
8. Explain the cleanroom design method.
9. List and classify CASE tools and discuss recent trends and research in software engineering.
UNIT - I SOFTWARE ENGINEERING PROCESS 6 Hours
Nature of Software – Application domains, web-apps, mobile-apps, cloud computing, product line
software
Introduction to Software Engineering – The discipline, layers, the process (guiding principles), the
practice (guiding principles) and myths
Process Models – Generic process model, process assessment and improvement, prescriptive models,
specialized models, unified process, product and process
UNIT - II AGILE DEVELOPMENT PROCESS 6 Hours
Agile Development – Agile manifesto, agility and cost of change, agility principles, myth of planned
development, toolset for the agile process
Extreme Programming – XP values, process, industrial XP
SCRUM – process flow, scrum roles, scrum cycle description, product backlog, sprint planning meeting,
sprint backlog, sprint execution, daily scrum meeting, maintaining sprint backlog and burn-down chart,
sprint review and retrospective
Agile Practices - test driven development, refactoring, pair programming, continuous integration,
exploratory testing versus scripted testing

University of Pune
UNIT - III REQUIREMENTS ENGINEERING 6 Hours
Requirements Capturing - requirements engineering (elicitation, specification, validation, negotiation), eliciting
requirements, elicitation techniques, developing use cases, building requirements model, negotiating
requirements, requirements monitoring, validating requirements, prioritizing requirements (kano diagram) ,
Requirements Analysis – basics, scenario based modeling, UML models, data modeling, data and control flow
model, behavioral modeling using state diagrams
Agile Requirements - user stories, 3 Cs of user story, INVEST characteristics
UNIT - IV SOFTWARE DESIGN 6 Hours
Software Design – definition of design, translating requirements model to design model, design considerations
(quality guidelines and attributes), design concepts, design model, design strategies or methods (function-
oriented, data-flow-oriented, object-oriented, data-structure-centered, aspect-oriented), design methods
classification , design trade-offs,
Software architecture, architectural styles (data-centered, data-flow, call and return, layered, peer-to-peer,
publish-subscribe, event-based, client-server), architectural trade-off analysis method (ATAM), domain-specific
architectures and product-lines
UNIT - V USER INTERFACE DESIGN 6 Hours
User Interface – Seeheim model and definition of user interface
User-centeredness in design - dealing with different types of users, collecting user-requirements, building
narratives, creating personas and scenarios
Interface design principles–place the user in control, reduce user’s memory load, make interface consistent,
Shneiderman's 8 Golden Rules
UI Analysis – context of use, user analysis, task analysis
Interface design steps – user interface design process, applying design steps, interface design issues
Usability - characteristics (ISO, Shneiderman, Nielson) , principles ( principle of proximity, visibility, visual
feedback, visual prominence, mental models and metaphors, consistency, affordance and constraints,
confirmation, Hick’s law, Fitt’s law)
UNIT - VI FORMAL METHODS, AUTOMATION AND TRENDS IN SOFTWARE
ENGINEERING
6 Hours
Cleanroom Design – cleanroom strategy, process model, black-box, state-box, clear-box specifications, design
refinement and verification, cleanroom testing
Software configuration management – SCM basics, SCM repository, SCM process
CASE – taxonomy, tool-kits, workbenches, environments, components of CASE, categories(upper, lower and
integrated CASE tools)
Emerging software engineering trends – technology evolution, process trends, collaborative development,
model-driven development, test-driven development , challenges of global software development
Text Books
1. Pressman, R. (2010). Software Engineering: A Practitioner's Approach,7th
or 8th Ed. Singapore:
McGraw Hill. [ISBN -9780071267823]
2. Schwaber, K. and Beedle, M. (2001). Agile Software Development with SCRUM, 1st Ed. New Jersey :
Pearson. [ ISBN - 9780130676344]
3. Lowdermilk, T. (2013). User-Centered Design, 1st Ed. Sebastopol : O'Reilly Media. ISBN :
9781449359836

University of Pune
Reference Books
1. Vliet, H. (2012). Software Engineering: Principles and Practice, 3rd
Ed. New Delhi: Wiley India Pvt Ltd.
Ian Sommerville, Peter Sawyer, Requirement Engineering A Good Practice Guide, Wiley India Edition,
ISBN : 978-81-265-2457-0
2. Brooks, F. (1995). The Mythical Man Month - Essays on Software Engineering ANV SUB 2nd Edition.
Addison Wesley, ISBN - 9780201835953
3. Somerville, I. (2010). Software Engineering, 9th Ed. New Jersey: Pearson Education, ISBN -
9788131762165
4. Mall, R. (2009). Fundamentals of Software Engineering, 3rd Ed. Prentice Hall India, ISBN - 978812033819
5. Jalote, P. (2011). An Integrated Approach to Software Engineering, 3rd Ed. Narosa Publishing House,
ISBN - 9788173197024
6. Cohn, M. (2010). Succeeding with Agile: Software Development Using Scrum. Pearson Education, ISBN
– 9788131732267
7. Ruby, S. et. Al (2011). Agile Web Development with Rails 4th Ed. Pragmatic, ISBN - 9789350234303
[ISBN – 9788126527373]
8. Murphy, B., Bird, C., Zimmermann, T., Williams, L., Nagappan, N., &Begel, A. (2013, October). Have Agile
Techniques been the Silver Bullet for Software Development at Microsoft?. In Empirical Software
Engineering and Measurement, 2013 ACM/IEEE International Symposium on (pp. 75-84). IEEE.
9. Abrahão, S., Insfran, E., Carsí, J. A., &Genero, M. (2011). Evaluating requirements modeling methods
based on user perceptions: A family of experiments. Information Sciences, 181(16), 3356-3378.
10. Massanari, A. L. (2010). Designing for imaginary friends: information architecture, personas and the
politics of user-centered design. new media & society, 12(3), 401-416.
11. da Silva, T. S., Martin, A., Maurer, F., &Silveira, M. S. (2011, August). User-Centered Design and Agile
Methods: A Systematic Review. In AGILE (pp. 77-86).
12. O'English, M. R. (2011). Applying web analytics to online finding aids: Page views, pathways, and
learning about users. Journal of Western Archives, 2(1)
Web Resources
1. http://www.umsl.edu/~sauterv/analysis/F08papers/ View.html#Introduction_8121203202754259
2. http://nptel.ac.in/courses/Webcourse-contents/IISc-BANG/System%20Analysis%20and%20Design
/pdf/Lecture_Notes/LNm14.pdf
3. http://www.rspa.com/spi/index.html#webe
4. http://www-itec.uni-klu.ac.at/~harald/proseminar/web11.pdf
5. http://58.59.135.118:8081/BOOKS%5C026%5C21%5CHXYWPJH144310.pdf
6. www.scrum.org
7. http://www.slideshare.net/abhirajoria/web-analytics-and-metrics
8. http://www.slideshare.net/awahid/web-engineering-2337102
9. http://cs.queensu.ca/home/cordy/Papers/ACD_STVR_Survey.pdfhttp://www.digitalanalyticsassociati
on.org/Files/PDF_standards/ WebAnalyticsDefinitionsVol1.pdf

University of Pune
314445 : WEB ENGINEERING AND TECHNOLOGY
Teaching Scheme:
Examination Scheme:
Prerequisites :Basic computer network and Database Management System
Course Objectives :
1. To understand the concepts, principles, strategies, and methodologies of Web applications and
development
2. to apply current Web technologies to understand current Web business models
3. to understand and apply Web development processes
4. to understand the engineering aspect of web technology
Course Outcomes :
At the end of this course, students would be able to
1. apply the concepts, principles and methods of Web engineering;
2. have a sufficient theoretical knowledge and analytical skills to develop Web applications;
3. apply the described concepts, principles and methods to development of complex Web
applications;
4. design and develop website using current Web technologies and
5. model, visualize and document the analysis and design of Web applications
UNIT – I WEB ENGINEERING INTRODUCTION 9 Hours
Introduction - What is Web Engineering? Web Development History, Motivation, Categories of Web
Applications, Web Applications Characteristics. Evolution and Need for Web Engineering, Web
Engineering Models, Software Engineering v/s Web Engineering
World Wide Web: Introduction to TCP/IP and WAP, DNS, Email, TelNet, HTTP and FTP. Introduction to
Browser and search engines, Search fundamentals, Search strategies,
Directories search engines and Meta search engines, Working of the search engines ,
Miscellaneous Web Browser details, Introduction to Web Servers: Features of web servers, caching, case
study-IIS, Apache, Configuring web servers.
UNIT - II BASIC MODELS AND ARCHITECTURES 8 Hours
The role of the Information Architect, Collaboration and Communication, Organizing Information,
Organizational Challenges, Organizing Web sites parameters and Intranets Creating Cohesive Websites:
Conceptual Overview Website Development, Website Design issues, Conceptual Design, High-Level
Design, Indexing the Right Stuff, Grouping Content. Architectural Page Mockups, Design Sketches,
Navigation Systems. Searching Systems Good & bad web design, Process of Web Publishing. Phases of
Web Site development, enhancing your web-site, submission of website to search engines Web
security issues, security audit of websites, Web effort estimation, Productivity, Measurement, Quality
usability and reliability. Requirements Engineering for Web Applications: Introduction, Fundamentals,
Requirement Source, Type, Notations Tools. Principles Requirements Engineering Activities, Adapting RE
Methods to Web Application.
UNIT - III TECHNOLOGIES FOR WEB APPLICATIONS 8 Hours
Introduction HTML: HTML and DHTML, HTML Basic Concepts, Static and dynamic HTML, Structure of
HTML documents, HTML Elements, Linking in HTML, Anchor Attributes, Image Maps, Meta Information,
Image Preliminaries, Layouts, Backgrounds, Colors and Text, Fonts, Tables, Frames and layers, Audio and

University of Pune
Video Support with HTML Database integration, CSS, Positioning with Style sheets, Forms Control, Form.
Elements. Difference between HTML and HTML5
Applying Styles, values, selectors, class, ids, inheritance, layout, backgrounds, borders, margin, padding,
lists, fonts, text formatting, positioning, Dynamic HTML, DHTML with CSS.
UNIT - IV JavaScript &PHP MySQL ADMIN 7 Hours
Introduction to JavaScript: Introduction to Scripting, Difference between Java and JavaScript, JavaScript
Characteristics, JavaScript and Common Programming Concepts
Introduction, Benefits Of Using PHP, MySQL, Server/Client Environment, Development Concept: How
PHP Script Work, PHP Syntax, Embed PHP In HTML/HTML In PHP, PHP Data Types, Variable In PHP,
Operator in PHP, Control Structure, Looping Structure, Function, File Inclusion: Include()/ Require(),
Array, String Function: chr()/ strlen()/ strpos()/strcmp(), State Management : Cookies, Session
management.
Working with PHP My Admin: Types Data Type, Creating Database & Tables, Dropping Database &
Tables, Adding Fields, Selecting Table MySQL Function in PHP : Database Connections, Managing
Database Connections, Performing Queries, Closing Connection.
UNIT - V JAVA SERVLETS 8 Hours
The J2EE and its multitier architecture, The enterprise application, Java Servlet and CGI, A simple servlet,
life cycle of servlet, anatomy of servlet, javax.servlet package, Generic servlet, Http Servlet, reading data
from client, HTTP request headers, sending data to client, HTTP response header, cookies, session
management.
Introduction of XML, Validation of XML documents, DTD, Ways to use XML, XML for data files, HTML Vs
XML, Embedding XML into HTML documents, Converting XML to HTML for Display, Displaying XML using
CSS and XSL, Rewriting HTML as XML, Relationship between HTML, SGML and XML, web
personalization , Semantic web, Semantic Web Services, Ontology.
UNIT - VI CONTENT MANAGEMENT SYSTEMS 9 Hours
Introduction to CMS, advantages using CMS, CMS development tools: Wordpress, Drupal, Joomla.
Wordpress: content and conversion, directory, file structure, local working, component administration,
core, loop, data management, Wordpress as CMS, Wordpress in enterprise.
Website Deployment: Domain registration, Domain hosting, parking websites, uploading data using FTP,
email configuration. AJAX
Text Books
1. Steven M. Schafer, “HTML, XHTML and CSS”, Fourth Edition by, Wiley India Edition. ISBN: 978-
81-265-1635-3.
2. Ivan Bayross, ”Web Enabled Commercial Application Development Using HTML, JavaScript,
DHTML and PHP”, 4th Edition, BPB Publications.
3. Jason Hunter, “Java Servlet Programming”, 2nd Edition, O'reilly Publications.

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Reference Books
1. Roger S. Pressman, David Lowe, “Web Engineering”, Tata Mcgraw Hill Publication, 2007
2. Jim Keogh, “J2EE: The Complete Reference”, 1st Edition , Tata McGraw Hill Pulishing Company,
ISBN: 978-0-07-052912-0
3. Professional WordPress: Design and Development by Brad Williams, David Damstra, Hal Stern,
Wrox publications
4. Ralpha Moseley, M.T. Savaliya, “Developing Web Applications”, Wiley, 2nd
Edition, ISBN : 978-
81-265-3867-6
5. Web Technologies Black Book: HTML, JavaScript, PHP, Java, JSP, XML and AJAX by Kogent
Learning Solutions Inc.
6. Gerti Kappel, Birgit Proll, Web Engineering, John Willey and Sons Ltd, ISBN : 978-81-265-2162-3
7. J2EE Architecture, an illustrative gateway to enterprise solutions: concept to Application Design
and deployment by B. V. Kumar, S. Sangeetha, S. V. Subrahmanya, Tata McGraw Hill Publishing
Company.
8. WordPress for Web developers: An introduction to web professionals by Stephanie Leary,
Apress Publications.
9. Dr. Hiren Joshi, Web Technology and Application Development, DreamTech, ISBN : 978-93-
5004-088-1

University of Pune
314446 :SOFTWARE LABORATORY – I
Teaching Scheme:
Practical : 4 Hours/Week
Examination Scheme:
Term Work : 50 Marks Practical : 50 Marks
Course Objectives :
Part-I
1. To design and implement small size network and to understand various networking commands
2. To provide the knowledge of various networking tools and their related concepts
3. To understand various application layer protocols for its implementation in client/server
environment
Course Outcomes :
Part-I
1. Students will be implement small size network and its use of various networking commands
2. Students will be able to understand and use various networking tools
3. Students can configure various client/server environments to use application layer protocols
PART – I (Computer Network Technology)
1. Installation of Local Area Network (cables, connectors, topologies, switches/ hubs, crimping
tool, IP addressing scheme, Subnetting, College Network Design)
a. Cross-over cable
b. Star Topology
c. Hierarchical Topology
2. Introduction to server administration (server administration commands and their applications)
and configuration of
a. Telnet
b. FTP
c. DHCP
3. UNIX Sockets: WAP program in C/C++ sockets API
a. TCP sockets
b. UDP sockets
Server accepts operation and floating point numbers from the clients; performs arithmetic
operations and sends the result back to client. Server application must handle at least five clients
simultaneously. Both the server and client should display input and output numbers as well as
the operation. The server and client processes should be run on different machines. During
evaluation, students will demonstrate via creating multiple client processes on different
machines.
4. Using a Network Simulator (e.g. packet tracer) configure
a. Static Routing
b. RIPv2 routing protocol
c. EIGRP
d. OSPF
5. Using a Network Simulator (e.g. packet tracer) configure
a. VLAN, Dynamic trunk protocol and spanning tree protocol
b. RIPv2 and EIGRP on same network
c. WLAN with static IP addressing and DHCP with MAC security and filters

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6. Using Network Simulator 2/ OMNET simulate
a. Local Area Network
b. WLAN
7. Using Network Simulator 2/ OMNET simulate
a. MANET
b. WSN
Infrastructural Requirement:
The laboratories should have the networking components like switches, routers etc.
Term work:
Staff in-charge will suitably frame the above assignments and flexibility may be incorporated. Students
will submit term work in the form of journal. Each assignment has to be well documented with problem
definition, code documented with comments. Staff in-charge will assess the assignments continuously
and grade or mark each assignment on completion date.
Examination:
Oral examination will be based on the term work submitted by the candidate and the associated theory
of the assignment performed in the lab.
PART – II (Web Technology)
A. HTML
1. Create following table in HTML
Sr.
No.
Name City Mobile No.
State
Code
State
2. Create a registration form using HTML form input elements viz. textbox, text area, radio button
and drop down menu, check box, submit, file and reset button. Field should contain name,
address, birth-date, qualification, email, phone number, gender, comments, attach photo etc. Use
HTML Form elements wherever required. Align all elements using table.
3. Create a HTML programs using frames. Three frames displaying three different HTML files.
i. Frame 01 – contain examples of ordered as well as unordered list
ii. Frame 02 – contain examples of text formatting tags i.e. <b>, <i>, <u>, <h1>--<h6>, <p>,
<sup> and <sub>
iii. Frame 03 – contain example of 3 by 4 table with data.
iv. Create a hyperlink in Frame 01 that opens in Frame 03
Frame 01 Frame 02
Frame 03
B. CSS
1. Create a horizontal navigation bar in DIV using external CSS which contain home, about, gallery,
enquiry, contacts menus. Also create the same bar in vertical alignment in another DIV in same
page.
2. Create a following layout using CSS and display it in html file with proper border, background
color, margin, border and padding.

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C. PHP
1. Create a PHP program in which two values submitted using form and calculate its addition,
subtraction, multiplication, modulation, average and division on the same page. Find the
greatest number between them and square of each of them using PHP function.
2. Write following program in PHP:
i. Validating given email address
ii. Change background color based on hour of a day.
iii. Print Fibonacci Series.
D. JavaScript
1. Write a Java script program to create a simple calculator.
2. Write following Java script program:
i. Create form validation program that checks the empty values from that form and alert
back using alert function. Use at least 5 components.
ii. Display a live clock in Java script.
E. PHP MYSQL Admin
1. Create feedback form in PHP which contains first name, last name, address, email, comment and
mobile number and store that information in database. Also create a page which displays
submitted feedbacks in tabular form.
2. Create a login form using session handling in PHP. After successful login display name, address
and other details in tabular format of logged user. Create 5 users. Also create a ‘Logout’ option.
Store the data of user, login and password in the database.
3. Create a simple address book in PHP using MySQL database which contains Adding new person
with address (name, phone number, email, permanent address and temporary address etc..),
updating their address, deleting him from record and view all records in table.
F. Java Servlets
Create two textboxes on the HTML page named login and password. After clicking on
i. the ‘login’ button the servlet will be displayed. It will show ‘login successful’ upon correct
password else ‘authentication failure’ will be displayed. Make the use of HTTP Servlet or
Generic Servlet.
ii. Write a program to demonstrate the use of servlet request and response as well as doGet ( )
and doPost( ) methods. (The subject teacher should provide the appropriate problem
statement for this).
G. WordPress
1. Design a website using Content management system of WordPress. Make the use of different
plugins and themes of the WordPress (This practical will not be for examination).
Note
All the assignments should be conducted on Latest version of Open Source Operating Systems, tools and
Multi-core CPU supporting Virtualization and Multi-Threading.
Subject teacher may frame new assignments which will have equivalent the difficulty level.
The subject teacher should allocate a project of designing a website of any specific organization to the
group of two students. The students should use any one client side and one server side technology for
the design. Use of content management system is not allowed

University of Pune
Reference Books
1. HTML, XHTML and CSS, Fourth Edition by Steven M. Schafer, Wiley India Edition. ISBN: 978-
81-265-1635-3.
2. Web Enabled Commercial Application Development Using HTML, JavaScript, DHTML and PHP,
4th Edition by Ivan Bayross, BPB Publications.
3. J2EE: The Complete Reference, 1st Edition , by Jim Keogh, Tata McGraw Hill Pulishing
Company, ISBN: 978-0-07-052912-0
4. Java Servlet Programming 2nd Edition by Jason Hunter, O'reilly Publications.
5. Professional WordPress: Design and Development by Brad Williams, David Damstra, Hal Stern,
Wrox publications
6. Web Technologies Black Book: HTML, JavaScript, PHP, Java, JSP, XML and AJAX by Kogent
Learning Solutions Inc.
7. J2EE Architecture, an illustrative gateway to enterprise solutions: concept to Application Design
and deployment by B. V. Kumar, S. Sangeetha, S. V. Subrahmanya, Tata McGraw Hill Publishing
Company.
8. Wordpress for Web developers: An introduction to web professionals by Stephanie Leary,
Apress Publications.

University of Pune
314447 : DATABASE MANAGEMENT SYSTEMS LABORATORY
Teaching Scheme:
Examination Scheme:
Practical : 50 Marks Oral : 50 Marks
Course Objectives :
1. To learn and understand Database Programming Paradigms
2. To learn and understand SQL, PL/SQL ,NoSQL
3. To learn Relational Database (Open source) such as MongoDB/ Oracle/MySQL/SQL Server
4. To learn and understand Database Project Life Cycle.
Course Outcomes :
1. Understanding of Database Programming Languages
2. Master the basics of database languages and construct queries using SQL, PLSQL, NoSQL
3. Master the basic concepts of Database Project Life Cycle and appreciate the applications of
database systems
4. Understand how analytics and big data affect various functions now and in the future
5. Appreciate the impact of analytics and big data on the information industry and the external
ecosystem for analytical and data services
Part – I: Database Programming Languages – SQL, PL/SQL, NoSQL
1. Study of Open Source Databases : MySQL/ MongoDB/CouchDB etc
2. Design and Develop SQL/NoSQL DDL statements which demonstrate the use of SQL objects such
as Table, View, Index, Sequence, Synonym.
3. Design at least 10 SQL/NoSQL queries for suitable database application using SQL/NoSQL DML
statements: Insert, Select, Update, Delete with operators, functions, and set operator.
4. Design at least 10 SQL/NoSQL queries for suitable database application using SQL DML
statements: all types of Join, Sub-Query and View.
5. Write a PL/SQL block to calculate the grade of minimum 10 students.
6. Write a PL/SQL block to implement all types of cursors.
7. Write a PL/SQL stored procedure and function.
8. Write a database Trigger (Row level and Statement level).
Part – II: Large Scale Databases
1. Implement aggregation and indexing with suitable example using MongoDB.
2. Implement Map reduces operation with suitable example using MongoDB.
3. Design and Implement any 5 query using MongoDB
4. Implement any one Concurrency Control Protocol using MongoDB and .net/Java
5. Create simple objects and array objects using JSON
6. Encode and Decode JSON Objects using Java/Perl/PHP/Python/Ruby
7. Implement any machine learning algorithm for BIG data
Part – III : Mini Project : Database Project Life Cycle
1. Design and Implement any Database Application using PHP/ python/Java and MogoDB as a
back end. Implement Database navigation operations (add, delete, edit etc. ) using
ODBC/JDBC.
2. Write a program in PHP/ python/Java/.net to access stored procedure and functions using
ODBC/JDBC

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 Requirement Gathering and Scope
 Database Analysis and Design
 Design Approach – Bottom Up, Top Down, inside – Out, Mixed strategy.
 Design Entity Relationship Model
 Relational Model
 Database Normalization
 Implementation :
 Front End : Java/Perl/PHP/Python/Ruby/.net
 Backend : MongoDB
 Database Connectivity : ODBC/JDBC
 Testing : Data Validation
Group of students should submit the Project Report which will be consist of Title of the Project, Abstract,
Introduction, scope, Requirements, Data Modeling features, Data Dictionary, Relational Database
Design, Database Normalization, Graphical User Interface, Source Code, Testing document, Conclusion.
Instructor should maintain progress report of mini project throughout the semester from project group
and assign marks as a part of the term work
Instructions:
 Instructor should frame minimum six Practical Assignments on Part I
 Instructor should frame minimum seven Practical Assignments on Part II
 Instructor should frame minimum two Practical Assignments and Develop mini project on Part
III
 Submission of each Practical Assignment should be in the form of handwritten write-ups/
printout of source code and output
 Instructor should assign a mini project to a group of 3 - 4 students based Part III
 Practical Examination will be based on the all topics covered from Part I, Part II & Part III and
questions will be asked to judge understanding of practical performed at the time of practical
examination
All the assignments should be conducted on Latest version of Open Source Operating Systems, tools
and Multi-core CPU supporting Virtualization and Multi-Threading.
Reference Books
1. “SQL and PL/SQL for Oracle 10g Black Book”, Dr. P. S. Deshpande, DreamTech
2. “SQL, PL/SQL: The Programming Language of Oracle”, Ivan Bayross, BPB Publication
3. “Oracle 9i/10g The Complete Reference”, Kevin Loney, George Koch, Tata McGraw Hill
4. “Managing and Using MySQL”, Reese G., Yarger R., King T., Williums H, 2nd Edition, Shroff
Publishers and Distributors Pvt. Ltd., ISBN 81 - 7366 - 465 – X
5. “ SQL Server – Black Book”, Dalton Patrik, DreamTech Press
6. MongoDB ,O’Reilly Publications
7. Hadoop, O’Reilly Publications
8. Data Mining: Concepts and Techniques by Jiawei Han, Micheline Kamber, Jian Pei, Elsevier
9. http://www.tutorialspoint.com/json/

University of Pune
314448 : EMPLOYABILITY SKILL DEVELOPMENT LABORATORY (SUBJECT 1 - 3)
Teaching Scheme:
Lectures: 1 Hour/Week
Examination Scheme:
Term-work – 50 Marks
Preamble :
Some of the topics or units or some part the unit/topic included in the syllabus should give as self-study
to the student/group of students. College will select one subject from the following subjects:
Course Objectives :
1. To raise students’ awareness of the need to learn from a wide range of opportunities to develop
and practice employability skills that will meet the expectations of the employers.
2. To encourage students in taking responsibility for their personal, professional and academic
development.
3. To develop an enterprise and entrepreneurship culture among the students.
4. To increase interaction with employers, resulting in a larger number of employment related
activities for student learning.
5. To encourage the students to self-study some of the topics/technologies which may not part of
their curriculum but helping them to improve their professional skills
Course Outcomes :
Students will be able to
1. Learn and practice the technologies expected by the employers.
2. Have awareness about recent professional trends and practices followed by the employment
market.
3. Have an exposure to entrepreneurship traits.
4. Apply their skills for personal and professional growth.
5. Self-study
SUBJECT-1: CLOUD INFRASTRUCTURE AND SERVICES
Course Overview
The Cloud Infrastructure and Services (CIS) course educates participants about cloud deployment and
service models, cloud infrastructure, and the key considerations in migrating to cloud computing. For all
definitions of cloud computing, the course has resorted to the U.S. National Institute of Standards and
Technology as a guide. The course covers technologies required to build classic (traditional), virtualized,
and cloud data center environments. These technologies include compute, storage, networking, desktop
and application virtualization. Additional areas of focus include backup/recovery, business continuity,
security, and management. Students will learn about the key considerations and steps involved in
transitioning from the current state of their data center to a cloud computing environment. Upon
completing this course, participants will have the knowledge to make informed decisions about
migrating to cloud infrastructure and choosing the best deployment model for their organization.
UNIT – I JOURNEY TO THE CLOUD 5 Hours
This unit focuses on the business drivers, definition, essential characteristics, and phases of journey to
the Cloud. Business drivers for Cloud computing, Definition of Cloud computing, Characteristics of Cloud
computing as per NIST, Steps involved in transitioning from Classic data center to Cloud computing
environment.

University of Pune
UNIT – II CLASSIC DATA CENTER (CDC) 5 Hours
This unit focuses on the key elements of CDC – compute, storage, and network, with focus on storage
networking, business continuity, and data center management. Application, DBMS, Compute, Storage
and Networking, Object based and Unified storage technologies, Business continuity overview and
backup, Replication technologies, CDC Management.
UNIT – III VIRTUALIZED DATA CENTER (VDC) 5 Hours
This unit focuses on virtualization of core technologies in a data center, leading to Virtualized Data
Center (VDC). It explains the fundamental concepts of compute, storage, networking, desktop and
application virtualization. Concepts and techniques employed for ensuring business continuity in a
virtualized data center. Compute, Storage, Network virtualization techniques, Virtual machine (VM)
components and process of converting physical to VMs, Block and file level storage virtualization, Virtual
provisioning and automated storage tiering, Virtual LAN (VLAN) and Virtual SAN (VSAN) and their
benefits, Key network traffic management techniques in VDC, Methods for implementing desktop
virtualization, their benefits, and considerations, Application virtualization methods, benefits, and
considerations, Backup and recovery of Virtual Machines (VMs), VM replication and migration
technologies, Recovery options from total site failure due to a disaster
UNIT – IV CLOUD COMPUTING AND INFRASTRUCTURE 5 Hours
This unit focuses on the essential characteristics of Cloud Computing, the different Cloud services and
deployment models, the economics of Cloud, Cloud infrastructure components, and Cloud service
creation processes. Cloud service management processes that ensure that the delivery of Cloud services
is aligned with business objectives and expectations of Cloud service consumers. Cloud services models,
Cloud deployment models, Economics of Cloud, Cloud infrastructure components, Cloud service creation
processes, Cloud service management processes
UNIT – V CLOUD SECURITY AND MIGRATION TO CLOUD 5 Hours
This unit focuses on security concerns and migration considerations to cloud. Key security concerns and
threats and details Cloud model suitable for different categories of users. Security concerns and counter
measures in a VDC and Cloud environment, Governance, Risk, and Compliance aspects in Cloud, Cloud
security best practices, Cloud models suitable for different categories of users, Considerations for
choosing applications suitable for Cloud, Different phases to adopt the Cloud
Open Source Software Provided:
1. VMware Player
2. VMware Hypervisor
3. VMware Converter
4. Open Stack
5. KVM
6. VMware V center Converter
7. VMware Compliance Checker
8. Unified Infrastructure Manager
9. Google App Engine
10. Cloud Foundry
Lab Exercises with the above Open Source software’s:
1. Creating a Virtual Machine (VM) on a Guest Operating System.
2. Creating a Virtual Machine as a Bare Metal Hypervisor.
3. Dynamically adding and reducing the resources on Hot VMs.
4. Running Multiple Concurrent operating system using a bare Metal Hypervisor.

University of Pune
5. Creating virtual Switches in the hypervisor.
6. Creating a Virtual Network to allow VM to VM communication.
7. Creating of cloud Services to be hosted as either, Infrastructure as a service
8. Using Platform as a Service to upload any application
Reference Books
1. Cloud Computing: A Practical Approach Author: Anthony T. Velte, Publisher: Tata Mcgraw Hill
Education Private Limited(2009), ISBN: 0070683514
2. Cloud Computing For Dummies Author: Halper Fern, Kaufman Marcia, Bloor Robin, Hurwit
Judith, and Publisher: Wiley India Pvt. Ltd. (2009 ), ISBN: 8126524871

University of Pune
SUBJECT-2: DATA SCIENCE AND BIG DATA ANALYTICS
Course Overview
This course provides practical foundation level training that enables immediate and effective
participation in big data and other analytics projects. It establishes a baseline of skills that can be further
enhanced with additional training and real-world experience. The course provides an introduction to big
data and a Data Analytics Lifecycle Process to address business challenges that leverage big data. It
provides grounding in basic and advanced analytic methods and an introduction to big data analytics
technology and tools, including MapReduce and Hadoop. The course has extensive labs throughout to
provide practical opportunities to apply these methods and tools to real-world business challenges and
includes a final lab in which students address a big data analytics challenge by applying the concepts
taught in the course in the context of the Data Analytics Lifecycle.
UNIT – I INTRODUCTION TO BIG DATA ANALYTICS 5 Hours
This unit focuses on Big Data Overview, State of the Practice of Analytics, Big Data Analytics in Industry
Verticals. It also covers Overview of Data Analytics Lifecycle, Discovery, Data Preparation, Model
Planning, Model Building, Communicating Results and Findings, Operationalizing.
UNIT – II USING R FOR INITIAL ANALYSIS OF THE DATA 5 Hours
This Unit focuses on Introduction to Using R Initial Exploration and Analysis of the Data Using R Basic
Data Visualization Using R. Use the R package as a tool to perform basic data analytics, reporting, and
apply basic data visualization techniques to your data. Apply basic analytics methods such as
distributions, statistical tests and summary operations, and differentiate between results that are
statistically sound vs. statistically significant. Identify a model for your data and define the null and
alternative hypothesis
UNIT – III ADVANCED ANALYTICS AND STATISTICAL MODELING FOR BIG DATA –
THEORY AND METHODS
5 Hours
This unit focuses on examining analytic needs and select an appropriate technique based on business
objectives; initial hypotheses; and the data's structure and volume. Apply some of the more commonly
used methods in Analytics solutions Explain the algorithms and the technical foundations for the
commonly used methods. Explain the environment (use case) in which each technique can provide the
most value. Use appropriate diagnostic methods to validate the models created
Use R and in-database analytical functions to fit, score and evaluate models
UNIT – IV ADVANCED ANALYTICS AND STATISTICAL MODELING FOR BIG DATA –
TECHNOLOGY & TOOLS
5 Hours
This unit is about learning various tools to Perform Analytics on Unstructured data using MapReduce
Programming paradigm. Use Hadoop, HDFS, HIVE,PIG and other products in the Hadoop ecosystem for
unstructured data analytics
Effectively use advanced SQL functions and Greenplum extensions for in-database analytics. Use MADlib
to solve analytics problems in-database
UNIT – V ENDGAME - OPERATIONALIZING AN ANALYTICS PROJECT 5 Hours
This unit focuses on Articulate three tasks needed to operationalize an analytics project. Explain how the
four common deliverables of an analytics lifecycle project meet the needs of key stakeholders. Use a
framework for creating final presentations for sponsors and analysts. Evaluate a data visualization and
identify ways to improve it. Apply these concepts to a big data analytics problem in the final lab.

University of Pune
Reference Books
1. Cloud Computing: A Practical Approach Author: Anthony T. Velte, Publisher: Tata Mcgraw Hill
Education Private Limited(2009), ISBN: 0070683514
2. Cloud Computing For Dummies Author: Halper Fern, Kaufman Marcia, Bloor Robin, Hurwit
Judith, Publisher: Wiley IndiaPvt. Ltd. (2009 ), ISBN: 8126524871
LABORATORY EXERCISE - DATA SCIENCE AND BIG DATA ANALYTICS
Open Source Software’s used:
a. R Studio
b. Greenplum Hadoop
Lab. 1 Introduction to Data Environment
Purpose
The first lab introduces the Analytics Lab Environment you will be working on throughout the course.
After completing the tasks in this lab you should able to:
a. Authenticate and access the Virtual Machine (VM) assigned to you for all of your lab exercises
b. Use SQL and Meta commands in PSQL to navigate through the data sets
c. Create subsets of the data, using table joins and filters to analyze subsequent lab exercises
Tasks
Tasks you will complete in this lab exercise include:
a. Exploring databases and datasets
b. Using PSQL statements and Meta commands.
c. Creating subsets of data for use in subsequent lab exercises
Lab. Reference
a. PSQL Commands – Quick Reference
b. PSQL Meta Commands – Quick Reference
c. Surviving LINUX – Quick Reference
d. R – Quick Reference
Lab. 2 Introduction to R
Purpose
This lab introduces you to the use of the R statistical package within the Data Science and Big Data
Analytics environment. After completing the tasks in this lab you should able to:
a. Read data sets into R, save them, and examine the contents
Tasks
Tasks you will complete in this lab include:
a. Invoke the R environment and examine the R workspace
b. Read tables created in Lab 1 into the R statistical package
c. Examine, manipulate and save data sets
d. Exit the R environment
Lab. Reference
a. R Commands – Quick Reference
b. Surviving LINUX – Quick Reference

University of Pune
Lab. 3 Basic Statistics, Visualization, and Hypothesis Tests
Purpose
The lab introduces you to the analysis of data using the R statistical package within the Data Science and
Big Data Analytics environment. After completing the tasks in this lab you should able to:
a. Perform summary (descriptive) statistics on the data sets
b. Create basic visualizations using R both to support investigation of the data as well as exploration
of the data
c. Create plot visualizations of the data using a graphics package
d. Test a hypothesis about the data
Tasks
a. Reload data sets into the R statistical package
b. Perform summary statistics on the data
c. Remove outliers from the data
d. Plot the data using R
e. Plot the data using lattice and ggplot
f. Test a hypothesis about the data
Lab. Reference
a. R Commands - Quick Reference
b. Surviving LINUX - Quick Reference
Lab. 4 K-means Clustering
Purpose
This lab is designed to investigate and practice K-means Clustering. After completing the tasks in this lab
you should able to:
a. Use R functions to create K-means Clustering models
b. Use ODBC connection to the database and execute SQL statements and load datasets from the
database in an R environment
c. Visualize the effectiveness of the K-means Clustering algorithm using graphic capabilities in R
d. Use MADlib functions for K-means clustering
Task
a. Use the R -Studio environment to code K-means Clustering models
b. Use the ODBC connection in the R environment to create the average household income from
the census database as test data for K-means Clustering
c. Use R graphics functions to visualize the effectiveness of the K-means Clustering algorithm
d. Use MADlib functions for K-means clustering
Lab. Reference
http://www.statmethods.net/advstats/cluster.html (originally from Everitt & Hothorn).

University of Pune
Lab. 5 Association Rules
Purpose
This lab is designed to investigate and practice Association Rules. After completing the tasks in this lab
you should able to:
a. Use R functions for Association Rule based models
Tasks
a. Use the R -Studio environment to code Association Rule models
b. Apply constraints in the Market Basket Analysis methods such as minimum thresholds on
support and confidence measures that can be used to select interesting rules from the set of all
possible rules
c. Use R graphics "arules" to execute and inspect the models and the effect of the various
thresholds
Lab. Reference
The groceries data set - provided for arules by Michael Hahsler, Kurt Hornik and Thomas Reutterer.
http://rss.acs.unt.edu/Rdoc/library/arules/html/Groceries.html
a. Michael Hahsler, Kurt Hornik, and Thomas Reutterer (2006) Implications of probabilistic data
modeling for mining association rules. In M. Spiliopoulou, R. Kruse, C. Borgelt, A. Nuernberger,
and W. Gaul, editors, From Data and Information Analysis to Knowledge Engineering, Studies
in Classification, Data Analysis, and Knowledge Organization, pages 598-605. Springer-Verlag.
Lab. 6 Linear Regression
Purpose
This lab is designed to investigate and practice the Linear Regression method. After completing the tasks
in this lab you should able to:
a. Use R functions for Linear Regression (Ordinary Least Squares - OLS)
b. Predict the dependent variables based on the model
c. Investigate different statistical parameter tests that measure the effectiveness of the model
Task
a. Use the R -Studio environment to code OLS models
b. Review the methodology to validate the model and predict the dependent variable for a set of
given independent variables
c. Use R graphics functions to visualize the results generated with the model
Lab. Reference
Lab. 7 Logistic Regression
Purpose
This lab is designed to investigate and practice the Logistic Regression method. After completing the
tasks in this lab you should able to:
a. Use R functions for Logistic Regression - also known as Logit)
b. Predict the dependent variables based on the model
c. Investigate different statistical parameter tests that measure the effectiveness of the model

University of Pune
Tasks
a. Use R -Studio environment to code Logit models
b. Review the methodology to validate the model and predict the dependent variable for a set of
given independent variables
c. Use R graphics functions to visualize the results generated with the model
Lab. Reference
Lab. 8 Naive Bayesian Classifier
Purpose
This lab is designed to investigate and practice the Naïve Bayesian Classifier analytic technique. After
completing the tasks in this lab you should be able to:
a. Use R functions for Naïve Bayesian Classification
b. Apply the requirements for generating appropriate training data
c. Validate the effectiveness of the Naïve Bayesian Classifier with the big data
Task
a. Use R -Studio environment to code the Naïve Bayesian Classifier
b. Use the ODBC connection to the "census" database to create a training data set for Naïve
Bayesian Classifier from the big data
c. Use the Naïve Bayesian Classifier program and evaluate how well it predicts the results using the
training data and then compare the results with original data
Lab. Reference
Lab. 9 Decision Trees
Purpose
This lab is designed to investigate and practice Decision Tree (DT) models covered in the course work.
After completing the tasks in this lab you should able to:
a. Use R functions for Decision Tree models
b. Predict the outcome of an attribute based on the model
Tasks
a. Use the R -Studio environment to code Decision Tree Models
b. Build a Decision Tree Model based on data whose schema is composed of attributes
c. Predict the outcome of one attribute based on the model
Lab. Reference
b. Surviving LINUX - Quick Reference.

University of Pune
Lab. 10 Time Series Analysis with ARIMA
Purpose
This lab is designed to investigate and practice Time Series Analysis with ARIMA models (Box-Jenkins-
methodology). After completing the tasks in this lab you should able to:
a. Use R functions for ARIMA models
b. Apply the requirements for generating appropriate training data
c. Validate the effectiveness of the ARIMA models
Task
a. Use the R -Studio environment to code ARIMA models
b. Use the ODBC connection to the database to create the weekly sales data from the retail
database
c. Prepare the data (sorting and rendering the data as a Time series)
d. Generate a model and evaluate how well it predicts the results and compare the results with
original data
Lab. Reference
Lab. 11 Hadoop, HDFS, MapReduce and Pig
Purpose
This lab introduces the Hadoop and MapReduce environment that you will be working on for the next
lab. After completing the tasks in this lab you should able to:
a. Get help on the various Hadoop commands
b. Observe a MapReduce job in action
c. Query various Hadoop servers regarding status
d. Understand and execute "Pig" statements
Tasks
a. Run Hadoop and Hadoop fs and collect help information
b. Run a shell script to perform a word count activity
c. Run a MapReduce job to produce similar output
d. Investigate the UI for MapReduce/HDFS components to track system behavior
e. Run "Pig" statements to execute the same tasks done with MapReduce
Lab. Reference
References used in this lab are located in your Student Resource Guide. See the Guide for:
a. Hadoop Commands
b. HDFS Commands
Lab. 12 In-database Analytics
Purpose
This lab is designed to familiarize you and give you practice with the in-database analytics methods
covered in lessons three and four of Module 5. After completing the tasks in this lab you should able to:
a. Use window functions
b. Implement user defined aggregates and user defined functions
c. Use ordered aggregates

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d. Use Regular Expressions (Regex) in SQL for text filtering
e. Use MADlib functions and plot results from MADlib function outputs
Task
a. Process Clickstream analysis data using window functions, User defined functions, User defined
aggregates and regular expressions
b. Compute median household income using ordered aggregates
c. Use MADlib functions for logistic regression and direct output to plot the results
Lab. Reference
Student resource guide
http://doc.madlib.net/v0.2beta/group__grp__logreg.html
Lab. 13 Final Lab Exercise on Big Data Analytics
Purpose
This lab allows students to apply what they have learned from the analytical methods and tools to a big
data problem using the Analytics Lab Environment.
Task
a. Explore the big data set provided and prepare the data for analysis
b. Assess data quality, outliers and training sets
c. Conduct model selection, code, execute and score the model
d. Use R and PSQL statements during your analysis of big data
e. Create a narrative summary of your findings, using the methods covered earlier in this module
Lab. Reference
References used throughout the labs are located in your Student Resource Guide Appendix. See the
Appendix for:
http://www.ffiec.gov/hmda/
The directory /home/gpadmin/FINAL_LAB in your lab environment will be your working directory for
the final lab exercise. Following files are pre-loaded in this lab:
Analyst.ppt – Analyst presentation template
Sponsor.ppt – Sponsor presentation template
*.asc – encrypted files with suggested code for the solution. The decrypting of these files are
performed with the following command at the $ prompt in the FINAL_LAB directory:
gpg -o *.* -d *.*.asc
(*.* represents the filename with extension name)
You will be prompted for a passphrase. Your instructor will provide the pass phrase

University of Pune
SUBJECT-3: INFORMATION STORAGE & MANAGEMENT
Course Overview
Information Storage and Management (ISM) is the only course of its kind to fill the knowledge gap in
understanding varied components of modern information storage infrastructure, including virtual
environments. It provides comprehensive learning of storage technology, which will enable you to make
more informed decisions in an increasingly complex IT environment. ISM builds a strong understanding
of underlying storage technologies and prepares you to learn advanced concepts, technologies, and
products. You will learn about the architectures, features, and benefits of Intelligent Storage Systems;
storage networking technologies such as FC-SAN, IP-SAN, NAS, Object-based and unified storage;
business continuity solutions such as backup, replication, and archive; the increasingly critical area of
information security; and the emerging field of cloud computing.
UNIT - I STORAGE SYSTEM 5 Hours
Introduction to evolution of storage architecture, key data center elements, virtualization, and cloud
computing. Key data center elements – Host (or compute), connectivity, storage, and application in both
classic and virtual environments. RAID implementations, techniques, and levels along with the impact of
RAID on application performance. Components of intelligent storage systems and virtual storage
provisioning and intelligent storage system implementations.
UNIT - II STORAGE NETWORKING TECHNOLOGIES AND VIRTUALIZATION 5 Hours
Fibre Channel SAN components, connectivity options, and topologies including access protection
mechanism ‘zoning”, FC protocol stack, addressing and operations, SAN-based virtualization and VSAN
technology, iSCSI and FCIP protocols for storage access over IP network, Converged protocol FCoE and
its components, Network Attached Storage (NAS) - components, protocol and operations, File level
storage virtualization, Object based storage and unified storage platform.
UNIT - III BACKUP, ARCHIVE, AND REPLICATION 5 Hours
This unit focuses on information availability and business continuity solutions in both virtualized and
non-virtualized environments. Business continuity terminologies, planning and solutions, Clustering and
multi-pathing architecture to avoid single points of failure, Backup and recovery - methods, targets and
topologies, Data deduplication and backup in virtualized environment, Fixed content and data archive,
Local replication in classic and virtual environments, Remote replication in classic and virtual
environments, Three-site remote replication and continuous data protection
UNIT - IV CLOUD COMPUTING CHARACTERISTICS AND BENEFITS 5 Hours
This unit focuses on the business drivers, definition, essential characteristics, and phases of journey to
the Cloud. ,Business drivers for Cloud computing, Definition of Cloud computing, Characteristics of Cloud
computing, Steps involved in transitioning from Classic data center to Cloud computing environment
Services and deployment models, Cloud infrastructure components, Cloud migration considerations
UNIT - V SECURING AND MANAGING STORAGE INFRASTRUCTURE 5 Hours
This chapter focuses on framework and domains of storage security along with covering security
implementation at storage networking. Security threats, and countermeasures in various domains
Security solutions for FC-SAN, IP-SAN and NAS environments, Security in virtualized and cloud
environments, Monitoring and managing various information infrastructure components in classic and
virtual environments, Information lifecycle management (ILM) and storage tiering, Cloud service
management activities

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Open Source Software : Unisphere
Lab Exercises with Unisphere Includes :
1. Data center System Health
a. Provide an overview of the VNXe Simulator features and functions
2. Creating a common share
a. In this lab you’ll learn how to create common shared folders using the VNXe storage
system and EMC Unisphere tool.
3. Creating aniSCSIgenericstorage
a. In this lab you’ll learn how to create iSCSI generic storages
4. Creating aniSCSItarget
a. In a data center or enterprise environment an iSCSI target often resides in a large storage
array such as EMC VNXe.
b. To understand the process of an iSCSI target creation you have to know the module
2,4,6,11 of the ISM v2 course:
5. Creating an Exchange Storage Capacity
a. In this lab you’ll learn how to create Microsoft Exchange storage
6. Creating a VMware Storage Capacity
a. In this lab you’ll learn how to create VMware Storage Capacity
7. Creating a Hyper V Storage Capacity
a. In this lab you’ll learn how to create Hyper V Storage Capacity
8. Creating Replication Sessions
a. In this lab you’ll learn how to create Replication Sessions.
Reference Books
1. Information Storage and Management, Author :EMC Education Services, Publisher: Wiley
ISBN: 9781118094839
2. Storage Virtualization, Author: Clark Tom, Publisher: Addison Wesley Publishing Company
ISBN : 9780321262516

University of Pune
SEMESTER - II

University of Pune
314449 : DESIGN AND ANALYSIS OF ALGORITHMS
Teaching Scheme:
Examination Scheme:
Prerequisites :Data Structures, Basic mathematics: Induction, probability theory and Basic searching
and sorting algorithms
Course Objectives :
1. To know the basics of computational complexity analysis and various algorithm design
paradigms.
2. Provide students with solid foundations to deal with a wide variety of computational problems.
3. To provide a thorough knowledge of the most common algorithms and data structures.
4. To analyze a problem and identify the computing requirements appropriate for its solutions
Course Outcomes :
1. Apply Knowledge of Mathematics to perform asymptotic analysis of algorithms.
2. Demonstrate a familiarity with major algorithms and data structures.
3. Apply important algorithmic design paradigms and methods of analysis.
4. Synthesize efficient algorithms in common engineering design situations.
Analysis of Algorithm, Efficiency- Analysis framework, asymptotic notations – big O, theta and omega.
Analysis of Non-recursive and recursive algorithms, Amortized Analysis. Solving Recurrence Equations
(Homogeneous and non-homogeneous) Proof Techniques: Minimum 2 examples of each: Contradiction,
Mathematical Induction – Tiling Problem, Direct proofs, Proof by counterexample, Proof by
contraposition.
UNIT - II DIVIDE AND CONQUER AND GREEDY 10 Hours
Divide & Conquer: General method, Control abstraction, Merge sort, Quick Sort – Worst, Best and
average case. Binary search, Large integer Multiplication, Strassen’s Matrix multiplication. (for all above
algorithms analysis to be done with recurrence)
Greedy Method: General method and characteristics, Prim’s method for MST , Kruskal method for MST
(using nlogn complexity), Dijkstra’s Algorithm, Huffman Trees ( nlogn complexity), Fraction Knapsack
problem, Job Sequencing
UNIT - III DYNAMIC PROGRAMMING 8 Hours
General strategy, Principle of optimality, Warshal’s and Floyd’s Algorithm , Optimal Binary Search Trees,
0/1 knapsack Problem, Travelling Salesman Problem
UNIT - IV BACKTRACKING 6 Hours
General method, Recursive backtracking algorithm, iterative backtracking method. 8- queens problem,
Sum of subsets, Graph coloring, Hamiltonian Cycle , 0/1 Knapsack Problem
UNIT - V BRANCH AND BOUND 8 Hours
The method, Control abstractions for Least Cost Search, Bounding, FIFO branch and bound, LC branch
and bound, 0/1 Knapsack problem – LC branch and bound and FIFO branch and bound solution,
Traveling sales person problem

University of Pune
UNIT - VI COMPUTATIONAL COMPLEXITY AND PARALLEL ALGORITHMS 6 Hours
Non Deterministic algorithms, The classes P, NP, NP Complete, NP hard
Proofs for NP Complete Problems: Clique, Vertex Cover
Parallel Algorithms: Introduction, models for parallel computing, computing with complete binary tree,
Pointer doubling algorithm
Text Books
1. Horowitz and Sahani, "Fundamentals of computer Algorithms", Galgotia. ISBN 81-7371-612-9
2. R.C.T.Lee, S S Tseng, R C Chang, Y T Tsai “ Introduction to Design and Analysis of Algorithms, A
Strategic approach” Tata McGraw Hill. ISBN-13:978-1-25-902582-2. ISBN-10:1-25-902582-9
3. Gilles Brassard, Paul Bratle “Fundamentals of Algorithms “, Pearson ISBN 978-81-317-1244-3
Reference Books
1. Thomas H Cormen and Charles E.L Leiserson, "Introduction to Algorithm" PHI, ISBN:81-203-
2141-3
2. Anany Levitin,”Introduction to the Design & Analysis of Algorithm “,Pearson ISBN 81- 7758-835-
4
3. Steven S Skiena, The Algorithm Design Manual, Springer,2nd edition, ISBN 978-81-8489-865-1
4. George T. Heineman, Gary Pollice, Stanley Selkow “Algorithms in a Nutshell, A Desktop Quick
Reference”, O’Reilly, ISBN 13:978-81-8404-608-3

University of Pune
314450 : SYSTEMS PROGRAMMING
Teaching Scheme:
Examination Scheme:
Prerequisites :Data Structures, Computer Organization, Microprocessors, Basic searching and sorting
algorithms
Course Objectives :
1. To learn and understand fundamentals of System Software Programs as Assembler,
Macroprocessor, Linkers and Loaders.
2. To learn how to design and develop various System Software Programs
3. To study phases of compiler in detail.
Course Outcomes :
1. design & implement System Programs as Assembler, Macroprocessor.
2. use tool Lex for generation of Lexical Analyzer.
3. use tool YACC for generation of Syntax Analyzer.
UNIT - I INTRODUCTION TO SYSTEMS PROGRAMMING 12 Hours
Introduction: Components of System Software, Language Processing Activities, Fundamentals of
Language Processing
Assemblers: Elements of Assembly Language Programming
A simple Assembly Scheme, Pass structure of Assemblers, Design of Two Pass Assembler, Single pass
assembler
Macro Processor: Macro Definition and call, Macro Expansion, Nested Macro Calls and definition,
Advanced Macro Facilities, Design of Macro Processor
UNIT - II LOADERS AND LINKERS 6 Hours
Loaders: Loader Schemes, Compile and Go, General Loader Scheme, Absolute Loader Scheme,
Subroutine Linkages, Relocation and linking concepts, Self-relocating programs, Relocating Loaders,
Direct Linking Loaders, Overlay Structure, Design of absolute and direct linking loader.
UNIT - III INTRODUCTION TO COMPILER 8 Hours
Phase structure of Compiler
Lexical Analyzer: The Role of the Lexical Analyzer, Input Buffering. Specification of Tokens, Recognition
of Tokens, Lexical Analyzer, RE to DFA Conversion, Lexical Errors.
LEX: LEX Specification, Generation of Lexical Analyzer by LEX.
UNIT - IV PARSERS 8 Hours
Role of parsers, Top down parsers, recursive descent parser, predictive parser, LL(K) parsers, Bottom up
Parsers - Operator Precedence Parser, Shift Reduce - SLR, LR(K), LALR, Error Detection and Recovery in
Parser, YACC specification and features Automatic construction of Parser(YACC).
UNIT - V SEMANTIC ANALYSIS 8 Hours
Need, Syntax Directed Translation, Type Checking, Type conversion, Syntax Directed Definitions,
Translation of assignment Statements, iterative statements, Boolean expressions, and conditional
statements.

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Intermediate Code Formats: Postfix notation, Parse and syntax tress, Three address code, quadruples
and triples. Quadruple generation for 1D and 2D arrays
UNIT - VI STORAGE ALLOCATION, CODE GENERATION AND OPTIMIZATION 8 Hours
Storage allocation, code generation and Code optimization:
Storage Allocation: Run time storage organization, storage organization and allocation strategies.
Code Generation: Code generation Issues, A Simple Code Generator
Code Optimization: Machine Independent: Common Sub-expression elimination, Removing of loop
invariants, Reduction in strengths.
Machine dependent Issues: Assignment and use of registers, Rearrangement of Quadruples for code
optimization.
Text Books
1. D.M. Dhamdhere ,”Systems Programming and Operating Systems”, Tata McGraw-Hill, ISBN-
13:978-0-07-463579-7
2. Alfred V. Aho, Ravi Sethi, Reffrey D. Ullman, “Compilers Principles, Techniques, and Tools”,
Addison Wesley, ISBN 981-235-885-4
3. John J Donovan ,”Systems Programming”, Tata McGraw-Hill Edition 1991, ISBN 0-07-460482-1
Reference Books
1. Leland L. Beck, “System Software An Introduction to Systems Programming” 3rd Edition, Person
Education, ISBN 81-7808-036-2
2. Adam Hoover,”System Programming with C and Unix”, Pearson,2010
3. Terence Parr, “Language Implementation Patterns”,SPD,2009

University of Pune
314451 : OPERATING SYSTEM
Teaching Scheme:
Examination Scheme:
Prerequisites :Computer Organization and Data Structure
Course Objectives :
1. To Introduce basic concepts and functions of modern operating systems
2. To Understand the concept of process, and thread management
3. To Understand how the resources are scheduled and managed
4. To Understand the concepts of process synchronization and deadlock
5. To know the concept of I/O and File management
6. To Understand various Memory management techniques
7. To be aware of latest trends in Operating Systems
Course Outcomes :
1. Possess knowledge of the role of Operating Systems and their types.
2. Apply the concept of a process, thread and scheduling algorithms.
3. Apply the concepts of process synchronization and how it is achieved.
4. Realize the concept of deadlock and different ways to handle it.
5. Realize various memory management techniques.
6. Realize the concept of I/O management and File system
UNIT – I OPERATING SYSTEM OVERVIEW 8 Hours
Operating System Objectives and Functions, The Evolution of Operating Systems, Developments Leading
to Modern Operating Systems, Virtual Machines
OS Design Considerations for Multiprocessor and Multicore architectures, Microsoft Windows Overview,
Modern UNIX Systems, Linux, Android. Booting Process of all the above operating systems.
UNIT - II PROCESS DESCRIPTION AND CONTROL 10 Hours
Process: Concept of a Process, Process States, Process Description, Process Control (Process creation,
Waiting for the process/processes, Loading programs into processes and Process Termination),
Execution of the Operating System.
Threads: Processes and Threads, Concept of Multithreading, Types of Threads, Thread programming
Using pthreads, Multicore processors and threads , Linux Process and Thread Management, Android
Process and Thread Management
Scheduling: Uniprocessor Scheduling - Types of Scheduling, Scheduling Algorithms, and Thread
Scheduling, An introduction to Multiprocessor and Real-Time Scheduling, Traditional UNIX Scheduling,
Linux Scheduling.
UNIT - III CONCURRENCY: MUTUAL EXCLUSION AND SYNCHRONIZATION 8 Hours
Concurrency: Process/thread Synchronization and Mutual Exclusion
Principles of Concurrency, Requirements for Mutual Exclusion, Mutual Exclusion: Hardware Support,
Operating System Support (Semaphores and Mutex), Programming Language Support (Monitors),
Classical synchronization problems: Readers/Writers Problem, Producer and Consumer problem.
Concurrency : Deadlock and Starvation

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Principles of Deadlock, Deadlock Prevention, Deadlock Avoidance, Deadlock detection, An Integrated
Deadlock Strategy, Example: Dining Philosophers Problem, Linux inter-process communication and
concurrency mechanisms, Android Inter-process communication mechanisms and concurrency
mechanisms
UNIT - IV MEMORY MANAGEMENT 8 Hours
Memory Management: Memory Management Requirements, Memory Partitioning: Fixed Partitioning,
Dynamic Partitioning, Buddy System, Relocation, Paging, Segmentation.
Virtual Memory: Hardware and Control Structures, Operating System Software, Linux Memory
Management, Windows Memory Management, Android Memory Management.
UNIT – V INPUT/OUTPUT AND FILES 8 Hours
I/O Management and Disk Scheduling: I/O Devices, Organization of the I/O Function, Operating System
Design Issues, I/O Buffering, Disk Scheduling, Disk Cache, Linux I/O.
File Management: Overview, File Organization and Access, File Directories, File Sharing, Record Blocking,
Secondary Storage Management, Linux Virtual File System, Android File Management.
UNIT - VI RECENT AND FUTURE TRENDS IN OS 6 Hours
Linux Kernel Module Programming, Embedded Operating Systems: Characteristics of Embedded
Systems, Embedded Linux, and Application specific OS. Basic services of NACH Operating System.
Introduction to Service Oriented Operating System (SOOS), Introduction to Ubuntu EDGE OS, etc.
Text Books
1. William Stallings, Operating System: Internals and Design Principles, Prentice Hall, 8th Edition,
2014, ISBN-10: 0133805913 • ISBN-13: 9780133805918
2. Abraham Silberschatz, Peter Baer Galvin and Greg Gagne, Operating System Concepts, John
Wiley & Sons ,Inc., 9th Edition,2012, ISBN 978-1-118-06333-0
3. Maurice J. Bach, “Design of UNIX Operating System”, PHI
Reference Books
1. Tom Adelstein and Bill Lubanovic, Linux System Administration, O'Reilly Media, Inc., 1st
Edition, 2007.ISBN-10: 0596009526 | ISBN-13: 978-0596009526
2. Harvey M. Deitel, Operating Systems, Prentice Hall, 3rd Edition,2003, ISBN-10: 0131828274 |
ISBN-13: 978-0131828278
3. Andrew S. Tanenbaum, Modern Operating System, Prentice Hall, 3rd Edition, 2007,ISBN-10:
0136006639 | ISBN-13: 978-0136006633
4. Operating System in depth by Thomson

University of Pune
314452 : MULTIMEDIA TECHNOLOGIES
Teaching Scheme:
Examination Scheme:
Prerequisites :Data Structures and Files and Basics of computer graphics and animation
Course Objectives :
1. To learn 5 basic components of multimedia (text, image, audio, video and animation)
2. To learn the advance graphics
3. To learn compression techniques for various multimedia components
4. To learn Gaming and animation
Course Outcomes :
At the end of this course students will be able to
1. to create their own file formats for specific application
2. to do some projects based on current trends in multimedia
3. To use of open sources for authoring tool for animation and presentations
4. To develop simple games and animation
UNIT – I INTRODUCTION TO MULTIMEDIA 6 Hours
Goals, objectives, and characteristics of multimedia, Multimedia building blocks, Multimedia
architecture, hardware support
Distributed multimedia applications, streaming technologies, multimedia
database systems
Multimedia authoring tools, overview of multimedia software tools, Multimedia Applications Media
Entertainment, Media consumption, web-based applications, e-learning and education
Text: Types of text, Text compression: Huffman coding, LZ & LZW
Text file formats: TXT, DOC; RTF, PDF, PS
UNIT - II DIGITAL IMAGE 6 Hours
Basic Image fundamentals, image File formats - (BMP, TIFF, JPEG, GIF) Image acquisition, storage
processing, Communication, and display
Image Enhancement: Enhancement by point processing, Spatial filtering
Image Compression: Types of Compression: Lossy & Lossless, Symmetrical & Asymmetrical, Intra-frame
&Inter-frame Hybrid JPEG, Lossless: RLE, Shannon - Fano algorithm, Arithmetic coding.
Lossy: Vector quantization, Fractal Compression Technique, Transform Coding, Psycho-analysis, and
inter-frame Correlation. Hybrid: JPEG-DCT
UNIT - III AUDIO AND AUDIO COMPRESSION 5 Hours
Nature of sound waves, characteristics of sound waves, psycho-acoustic, MIDI, digital audio, CD formats.
Audio file formats: WAV, AIFF, VOC, AVI, MPEG Audio File formats, RMF, WMA
Audio compression techniques : DM, ADPCM and MPEG
Audio file conversions
Multimedia Supported audio formats in Android, Media Playback.

University of Pune
UNIT - IV VIDEO 5 Hours
Video signal formats, Video transmission standards: EDTV, CCIR, CIF, SIF, HDTV, digitization of video
Video file formats: MOV, Real Video, H-261, H-263, Cinepack, Nerodigtal,Video editing, DVD formats,
MPEG, Video streaming
Multimedia Supported video formats in Android, Media Playback.
UNIT - V ANIMATION AND OPENGL 5 Hours
Animation: Basics of animation, types of animation, principles of animation, techniques of
animation, Creating animation
OpenGL: Open GL over windows/Linux, Extension, programming languages, SDK, shadowing techniques,
rendering,
UNIT - VI ADVANCES IN MULTIMEDIA 5 Hours
Virtual Reality : Concept, Forms of VR, VR applications, VR devices: Hand Gloves, Head mounted
tracking system, VR chair, CCD, VCR, 3D Sound system, Head mounted display
Synchronization: Multimedia Communication and applications, Study of Multimedia networking, Quality
of data transmission, Multimedia over IP, Media on Demand
Multimedia in Android: Android Multimedia Framework Architecture, GStreamer :Introduction,
GStreamer Based Multimedia Framework, Open Core MultimediaEngine
Text Books
1. Ralf Steinmetz and Klara Nahrstedt "Multimedia Computing, Communication and
Applications", Pearson Education.
2. K.R. Rao, “Multimedia Communication Systems: Techniques, Standards, and Networks”, TMH.
3. Ranjan Parekh, "Principles of Multimedia", 2/E, Tata McGraw-Hill, ISBN: 1259006506
Reference Books
1. Ashok Banerji, Ananda Ghosh, “Multimedia Technologies”, ISBN: 9780070669239
2. Gonzalez, Woods, "Digital Image Processing" Addison Wesley
3. Ze-Nian Li, Marks S. Drew, "Fundamentals of Multimedia", Pearson Education.
4. Edward Angel, “OpenGL: A Primer”, Addison-Wesley.
5. Parag Havaldar, Gerard Medioni, “Multimedia Systems”, Cengage Learning.

University of Pune
314453 : INFORMATION TECHNOLOGY PROJECT MANAGEMENT
Teaching Scheme:
Lectures : 3 Hours / Week
Examination Scheme:
Prerequisites :
Course Objectives :
1. Explain the need for Engineers in Management
2. To understand basic managerial and behavioral traits essential in industry.
3. To understand project management through life cycle of the project.
4. To understand project planning, execution, tracking, audit and closure of project.
5. To understand basics of ERP systems and its deployment.
6. To understand current and future trends and practices in the IT industry.
Course Outcomes :
1. Students will learn and understand basic essential managerial qualities.
2. They can understand importance of engineer's role in management.
3. They will understand IT project management through life cycle of the project.
4. They will learn about project planning, execution, tracking, audit and closure of project.
5. They can understand processes in different departments of IT and non-IT industries
6. They can understand current technologies and future trends in IT Project Management.
UNIT – I ENGINEERING MANAGEMENT 6 Hours
Engineering Management, Scientific Management, Administrative and Behavioral Management,
Functions of technology management, Planning and forecasting, Decision making, Organizing, Leading
Technical people, Controlling.
UNIT – II PRODUCT MANAGEMENT 6 Hours
Managing Technology through product life cycle, Managing the research function, Product development
process, Production planning and control systems, Product quality, Engineering ethics, Effectiveness
achievement, Globalization, Managerial opportunities for Engineers.
UNIT - III PROJECT PLANNING 6 Hours
Project initiation, proposals and contracts, Requirement specification, Project planning, task-set,
scheduling and tracking of project, project resources, Estimation, Process definition and tailoring,
Process Capability baseline, Effort estimation and scheduling, Quality planning and defect estimation,
Risk Management.
UNIT - IV PROJECT EXECUTION 6 Hours
Project Management plan, Project metrics, Configuration Management, Project execution, Life cycle
execution, Peer review, Project monitoring and control, Time management, Cost management, HR
Management, Communication management, Project Audits, Project closure, ISO 9000 to CMM, software
process improvement.
UNIT – V ERP BASICS 6 Hours
Introduction to ERP, Basic concepts of ERP, Risks and benefits of ERP, Functional modules, Market place
dynamics, Related technologies, ERP implementation basics, Life cycle, Package selection, Strategies,
Process of implementation, Consultants, vendors and employees, Success & Failure factors of ERP
implementation, ERP operation and maintenance, Maximizing ERP system, ERP and E business.

University of Pune
UNIT - VI PROJECT MANAGEMENT RECENT TRENDS 6 Hours
Professional Responsibility and personal excellence, Case studies to understand IT Project Management,
Project Management tools, Future directions and trends in Areas like Software configuration
Management, Supply Chain Management, Project Lifecycle Management, Business Process
Management, Project Specific Documentation etc. Software Maintenance, Reengineering, Reverse
Engineering
Text Books
1. Lucy, Morse, Daniel Babcock, "Managing Engineering and Technology", PHI Learning ISBN- 978-
81-203-3825-8
2. Pankaj Jalote, "CMM in practice", Addison Wesley ISBN- 0-201-61626-2
3. Pressman, R. (2010). Software Engineering: A Practitioner's Approach, 7th or 8th Ed. Singapore:
McGraw Hill. [ISBN -9780071267823]
Reference Books
1. Alexis Leon, "Enterprise Resource Planning", Tata Mcgraw-hill ISBN-978-0-07-065680-2
2. Jennifer Greene and Andrew Stellman, "Head First PMP", O'Relly, ISBN-978-0-596-10234-0
3. Tarek Khalil, "Management of Technology", Tata Mcgraw- Hill ISBN-978-0-07-067737-1
4. Shailesh Mehta, "Project Management and Tools and Technologies", SPD ,ISBN-9789351104520

University of Pune
314454: OPERATING SYSTEM LABORATORY
Teaching Scheme:
Examination Scheme:
Term-work : 50 Marks Practical : 50 Marks
Prerequisites :
Data Structures
Course Objectives :
1. To familiarize the students with the Operating System.
2. To demonstrate the process, memory, file and directory management issues under the
UNIX/LINUX operating system
3. To introduce LINUX basic commands
4. To make students how to make simple programs in LINUX and administrative task of LINUX
Course Outcomes :
1. Describe OS support for processes and threads
2. Recognize CPU Scheduling, synchronization, and deadlock.
3. Use C / C++ and Unix commands, and develop various system programs under Linux to
make use of OS concepts related to process synchronization, shared memory, file systems,
etc.
Laboratory Assignments
1. Process control system calls: The demonstration of fork, execve and wait system calls along with
zombie and orphan states.
a. Implement the C program in which main program accepts the integers to be sorted.
Main program uses the fork system call to create a new process called a child process.
Parent process sorts the integers using merge sort and waits for child process using wait
system call to sort the integers using quick sort. Also demonstrate zombie and orphan
states.
b. Implement the C program in which main program accepts an integer array. Main
program uses the fork system call to create a new process called a child process. Parent
process sorts an integer array and passes the sorted array to child process through the
command line arguments of execve system call. The child process uses execve system
call to load new program that uses this sorted array for performing the binary search to
search the particular item in the array.
2. Thread management using pthread library.
Implement matrix multiplication using multithreading. Application should have
pthread_create, pthread_join, pthread_exit. In the program, every thread must return
the value and must be collected in pthread_join in the main function. Final sum of row-
column multiplication must be done by main thread (main function).
3. Thread synchronization using counting semaphores and mutual exclusion using mutex.
Application to demonstrate: producer-consumer problem with counting semaphores and
mutex.
4. Deadlock Avoidance Using Semaphores:
Implement the deadlock-free solution to Dining Philosophers problem to illustrate the problem
of deadlock and/or starvation that can occur when many synchronized threads are competing
for limited resources.
5. Inter process communication in Linux using following.

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a. Pipes : Full duplex communication between parent and child processes. Parent process
writes a pathname of a file (the contents of the file are desired) on one pipe to be read
by child process and child process writes the contents of the file on second pipe to be
read by parent process and displays on standard output.
b. FIFOs: Full duplex communication between two independent processes. First process
accepts sentences and writes on one pipe to be read by second process and second
process counts number of characters, number of words and number of lines in accepted
sentences, writes this output in a text file and writes the contents of the file on second
pipe to be read by first process and displays on standard output.
c. Signals : Detecting the termination of multiple child processes :
Implement the C program to demonstrate the use of SIGCHLD signal. A parent process
Creates multiple child process (minimum three child processes). Parent process should
be Sleeping until it creates the number of child processes. Child processes send SIGCHLD
signal to parent process to interrupt from the sleep and force the parent to call wait for
the Collection of status of terminated child processes.
6. Linux Kernel configuration, compilation and rebooting from the newly compiled kernel.
Requirements:
a. Get a Linux kernel source code from www.kernel.org
b. Menu based configuration of Linux kernel using menuconfig/xconfig/gconfig
c. Creating a monolithic compressed image of a kernel
d. Compilation of kernel modules
e. Installation of kernel modules
f. Finalize installation
7. Kernel space programming: Implement and add a loadable kernel module to Linux kernel,
demonstrate using insmod, lsmod and rmmod commands. A sample kernel space program
should print the "Hello World" while loading the kernel module and "Goodbye World" while
unloading the kernel module.
8. Implement a new system call, add this new system call in the Linux kernel (any kernel source,
any architecture and any Linux kernel distribution) and demonstrate the use of same.
9. Implementing a CPU scheduling policy in a Linux OS.
OR
Implementing a memory management policy in a Linux OS.
OR
Implementing a file system in a Linux OS.
All the assignments should be conducted on Latest version of Open Source Operating Systems, tools
and Multi-core CPU supporting Virtualization and Multi-Threading.
Links for Laboratory Assignments
http://homes.cs.washington.edu/~tom/nachos/
http://web.cecs.pdx.edu/~walpole/class/cse513/project/syscall.html
http://web.cecs.pdx.edu/~walpole/class/cse513/project/syscall.html

University of Pune
314455: SOFTWARE LABORATORY – II
Teaching Scheme:
Practicals : 4 Hours/Week
Examination Scheme:
Practical : 50 Marks Oral : 50 Marks
Prerequisites :Discrete Structure, C/ C++ Programming
Course Objectives :
1. To learn the concepts of how to design and implement two pass assembler.
2. To learn use of macros and its expansion process.
3. To understand regular expressions and its applications in compiler design.
4. To learn the various algorithmic design paradigms.
5. To find the space and running time requirements of the algorithms.
Course Outcomes :
1. Be able to design and implement two pass assembler for hypothetical machine instructions.
2. Be able to design and implement the macroprocessor.
3. Be able to use the tools "Lex" and "YACC" for implementation of simple Calculator.
4. Will be able to apply algorithmic strategies for solving various problems such as travelling
salesman problem, Hamiltonian circuit etc.
PART – I
1. Write a program to implement matrix multiplication using Strassen's method. (Divide and
Conquer)
2. Write a program to implement coding and decoding using Huffman method. (Greedy) Students
are expected to write the program with nlogn complexity and verify the same.
3. Write a program to print shortest path and cost for the directed graph using Floyd and Warshal
method. ( Dynamic Programming) and verify the complexity
4. Write a recursive program to find the solution of placing n queens on chess board so that no
queen takes each other (backtracking).
5. Write a non-recursive program to check whether Hamiltonian path exists in undirected graph or
not. If exists print it. ( backtracking)
6. Write a program to solve the travelling salesman problem. Print the path and the cost. ( Branch
and Bound)
PART – II
1. Write a program to implement II pass assembler. ( For hypothetical instruction set from
Dhamdhere)
a. Consider following cases only (Literal processing not expected)
b. Forward references
c. DS and DC statement
d. START, EQU
e. Error handling: symbol used but not defined, invalid instruction/register etc.
2. Write a program to implement II pass assembler. (For hypothetical instruction set from
Dhamdhere). Consider Literal processing , forward references not expected
a. Use of literals and not symbols
b. LTORG, END
c. Error handling

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3. Write a program to implement Macro Processor. (AIF and AGO not expected, nested macro calls
not expected) with Error Handling: Macro Duplicate definition, Parameter Mismatching etc.
4. Write a program to convert RE to DFA. (Compiler point of view, RE to DFA direct method from
Uho Ulman Sethi).
5. Write a program to implement calculator using LEX and YACC.
6. Intermediate code generation using LEX &YACC for Control Flow and Switch Case statements.
All the assignments should be conducted on Latest version of Open Source/Proprietary Operating Systems,
tools and Multi-core CPU supporting Virtualization and Multi-Threading.

University of Pune
314456 : SEMINAR& TECHNICAL COMMUNICATION LABORATORY
Teaching Scheme:
Practicals : 2 Hours/Week
Examination Scheme:
Termwork – 50 Marks
Introduction
Graduates of final year IT program are supposed to design and implement projects through knowledge
and skills acquired in previous semesters. Students should identify complex engineering problems and
find effective, efficient and innovative ways of solving them through their projects.
In a technical seminar, students should aim to review literature in a focused way for identifying a
complex problem to be attempted in their final year project. Seminar should make the student attain
skills like (a) gathering of literature in specific area in a focused manner (b) effectively summarizing the
literature to find state-of-the-art in proposed area (c) identifying scope for future work (d) presenting
(arguing) the case for the intended work to be done as project (e) reporting literature review and
proposed work in scientific way using good English.
Prerequisites :Basic Communication and reading skills
Course Objectives :
1. To perform focused study of published or unpublish.ed technical/research literature relevant
to a specific topic.
2. To study, interpret and summarize literature scientifically.
3. To build independent thinking on complex problems.
4. To build collaborative work practices
5. To communicate scientific information to a larger audience.
6. To use presentation standards and guidelines effectively.
7. To be ethical in presenting purpose, sources, conduct and use of the literature reviewed.
8. To define future work or problem statement for projects.
Course Outcomes :
1. Gather, organize, summarize and interpret technical literature with the purpose of formulating
a project proposal.
2. Write a technical report summarizing state-of-the-art on an identified topic.
3. Present the study using graphics and multimedia techniques.
4. Define intended future work based on the technical review.
GUIDELINES FOR PROJECT BASED SEMINAR (PBS)
a. A group of 3-4 students shall identify problem(s) in Computer Engineering / Information
Technology referring to recent trends and developments in consultation with institute guide.
b. The group must review sufficient literature (books, journal articles, conference papers,
magazines, web resources etc.) in relevant area in parts (allocated to each student) decided by
the guide.
c. Research articles could be referred from IEEE, ACM, Science direct, Springer, Elsevier, IETE,CSI
or from freely available digital libraries like Digital Library of India (dli.ernet.in), National Science
Digital Library, JRD Tata Memorial Library, citeseerx.ist.psu.edu, getcited.org,
arizona.openrepository.com, Open J-Gate, Research Gate, worldwidescience.org etc.
d. The group shall present the study as individual seminars in 20 – 25 minutes concluding with the
solution to problem identified as their project statement.

University of Pune
e. Each student shall submit two copies of the seminar report in a prescribed format duly signed
by the guide and Head of the department.
f. Internal guide shall define a project statement based on the study by student group.
g. Broad contents of review report (20-25 pages) shall be
i. Introduction of specific topic
ii. Motivation, purpose and scope of review
iii. Related work with citations
iv. Discussion ( your own reflections and analysis)
v. Conclusions
vi. Project definition. (Short version of RUP’s vision document if possible).
vii. Bibliography
EVALUATION SCHEME
a. A panel of staff members from the institute will assess the seminar internally during the
presentation
b. Attendance for all seminars for all students is compulsory.
c. Criteria for evaluation
i. Relevance of topic - 05 Marks
ii. Relevance + depth of literature reviewed - 10 Marks
iii. Seminar report (Technical Content) - 10 Marks
iv. Seminar report (Language) - 05 Marks
v. Presentation Slides - 05 Marks
vi. Communication Skills - 05 Marks
vii. Question and Answers - 10 Marks
Reference Books
1. Gersen and Gersen; Technical Writing: Process and Product; Pearson Education Asia.
2. Rutherfoord; Basic Communication Skills for Technology; Pearson Education Asia.
3. Lesikar et al; Lesikar's Basic Business Communication; Tata McGraw

Final teit syllabus_2012_course_04.06.2014

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