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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
Real-World Data Governance
Big Data & BI Analytics Require Data Governance
Monthly Webinar Series Hosted by Dataversity
Robert S. Seiner – KIK Consulting / TDAN.com
July 16, 2015 – 2:00 p.m. EST
Robert S. Seiner
KIK Consulting & Educational Services, LLC - KIKconsulting.com
The Data Administration Newsletter, LLC - TDAN.com
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Real-World Data Governance – Monthly Webinar Series
– August 20 – Data Governance & Data Steward Certification
– September 17 – Data Modeling is Data Governance *
– October 15 – Govern Metadata: Vocabulary, Dictionaries and Data
– November 19 – Agile Data Governance: How to Apply Governance to Agile
– December 17 – Data Governance and the Internet of Thing
– Third Thursday at 2 pm EST
– Register On-Line at DATAVERSITY.net
– or TDAN.com or KIKConsulting.com
* with David C. Hay
Big Data & BI Analytics Require Data Governance
Upcoming Webinars
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• The Data Administration Newsletter (TDAN.com):
Published Since 1997
Partnership with DATAVERSITY
Re-Launched July 1, 2015
Embracing Social Media – @TDAN_com
RSS Data News Feed
Authors & Practitioners for …
Articles, Columns, Features, Blogs
Welcome Back & Please Register
Big Data & BI Analytics Require Data Governance
Current Events
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Non-Invasive Data Governance:
The Path of Least Resistance and Greatest Success
ISBN 9781935504856 / Technics Publishing – September 2014
• KIKConsulting.com
Home of Non-Invasive Data Governance™
Refurbished in 2014
• DATAVERSITY Events
Data Governance Financial Services 2015 Conference
With DEBtech International – September 28-29 – Jersey City, NJ
Considerations for Starting or Enhancing
Financial Data Governance Program
Enterprise DATAVERSITY 2015 Conference
November 2-5 – Chicago, IL
A Strategic Data Framework Based on
Governance Best Practices
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• This webinar will cover:
– Existing Governance Applications for BI
– Future of Big Data & BI Data
– Relationship between Big Data, BI and Governance
– Articulating Value
– True Intelligence Derived from Governed Data
Big Data & BI Analytics Require Data Governance
Abstract
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Data Governance is the execution and enforcement of authority
over the management of data and data-related assets.
• Data Stewardship is the formalization of accountability for the
management of data and data-related assets.
Big Data & BI Analytics Require Data Governance
Definitions
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Non-Invasive Data Governance™
– The practice of:
• applying formal accountability & behavior
• through a non-invasive framework of roles & responsibilities
• to existing and / or new processes
• to assure that the definition, production & usage of data
• improves regulatory compliance, security, privacy & protection.
– Non-Invasive describes how governance is applied to assure
non-threatening management of valuable data assets.
– The goal is to be
» Transparent
» Supportive
» Collaborative.
Big Data & BI Analytics Require Data Governance
Definitions
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Big Data
– Broad term for data sets so large or complex that traditional data
processing applications are inadequate.
– Challenges include, but are not limited to:
• Analysis
• Capture
• Curation
• Search
• Sharing
– Data Governance must be applied to all of these challenges.
• Storage
• Transfer
• Visualization
• Information Privacy
Big Data & BI Analytics Require Data Governance
Applications of Data Governance
Wikipedia
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Business Intelligence
– Set of techniques and tools for the transformation of raw data into
meaningful and useful information for business analysis purposes.
– Common functions include, but are not limited to:
• Reporting
• Online Analytical Processing
• Process Mining
• Complex Event Processing
– Data Governance must be applied to all of these functions.
• Business Performance Management
• Benchmarking
• Predictive Analytics
• Prescriptive Analytics
Wikipedia
Big Data & BI Analytics Require Data Governance
Applications of Data Governance
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• As companies generate increasingly more content (read big data),
they are coming to recognize that [big data] analytics is a
nonnegotiable.
• Gleaning business insight from [big data] analytics is still in the
early-adopter and well-hyped phase, but companies are beginning
to see results emerge in terms of smoother workflows, improved
search and better compliance [read governance] practices.
http://searchcontentmanagement.techtarget.com/tip/Content-analytics-becomes-an-enterprise-must-have
Big Data & BI Analytics Require Data Governance
Applications of Data Governance
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• [Big Data] analytics is a business practice that analyzes and derives
insight from data about the amount of content being created, the
nature of that content and how it is used.
• [Big Data] analytics can help companies manage their information
lifecycle management chains by creating relevant cost and
consumption metrics.
• With business metrics in place, companies can identify which digital
content [big data] is most valuable and adjust investments in
storage and future analytics as needed.
http://searchcontentmanagement.techtarget.com/tip/Content-analytics-becomes-an-enterprise-must-have
Big Data & BI Analytics Require Data Governance
Applications of Data Governance
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• How Much Data is Big?
– Bytes (8 bits)
– Kilobyte (1000 bytes)
– Megabyte (1 000 000 bytes)
– Gigabyte (1 000 000 000 bytes)
– Terabyte (1 000 000 000 000 bytes)
– Petabyte (1 000 000 000 000 000 bytes)
– Exabyte (1 000 000 000 000 000 000 bytes)
– Zetabyte (1 000 000 000 000 000 000 000 bytes)
– 2.7 Zetabytes of data existed in the digital universe as of 2012 – 35 Zetabytes to be created annually by 2020
– Yottabyte (1 000 000 000 000 000 000 000 000 bytes)
– Xenottabyte (1 000 000 000 000 000 000 000 000 000 bytes)
– Shilentnobyte (1 000 000 000 000 000 000 000 000 000 000 bytes)
– Domegemegrottebyte (1 000 000 000 000 000 000 000 000 000 000 000 bytes)
Big Data & BI Analytics Require Data Governance
More Data Then We Can Count
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Why does Big Data require Data Governance?
– Big Data as an Asset
– Formalized Accountability
– Following the Rules
– Consistency in Big Data Application
– Metadata to Improve Value & Understanding
– Management of Big Data Definition
– Management of Big Data Production
– Management of Big Data Usage
Big Data & BI Analytics Require Data Governance
Why?
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Why do BI Analytics require Data Governance?
– Data Drives Analytics
– Formalized Accountability
– Following the Rules
– Consistency in Analytical Application
– Metadata to Improve Value & Understanding
– Management of BI Data Definition
– Management of BI Data Production
– Management of BI Data Usage
Big Data & BI Analytics Require Data Governance
Why?
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Metadata Past and Future
– Metadata in the past was limited to :
• Names
• Definitions
• Labels
– Metadata now encompasses
• Relationships between the
– Data
– People
– Processes
– Use of Big Data
Big Data & BI Analytics Require Data Governance
Metadata Lies at the Core
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Metadata Required
– Metadata Continues to Evolve
• From a Data Management Asset
• To a Business Intelligence / Data Warehousing Asset
• To a Data Governance Asset
• To a Privacy and Confidentiality Asset
• To a Big Data & Analytical Asset
Big Data & BI Analytics Require Data Governance
Metadata Lies at the Core
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Data Governance required for:
– Structured data
– Unstructured data
– Content
– Record
– Logs
– Social Media
Big Data & BI Analytics Require Data Governance
Governance Lies at the Core
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Data Governance required for:
– Big Data
– Small Data
– Data Warehouse Data
– Master Data
– Metadata
– Analytical Data
Big Data & BI Analytics Require Data Governance
Governance Lies at the Core
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Governing Perspectives for Big Data or Analytical Data
– Accountability Perspective
– Process Perspective
– Rules Perspective
– Inventory Perspective
– Decision Making Perspective
Big Data & BI Analytics Require Data Governance
Governance Lies at the Core
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Governing Perspectives for Big Data or Analytical Data
– Accountability Perspective
• Definition
• Production
• Use
• Protection
• Understanding
• Retention / Elimination
Big Data & BI Analytics Require Data Governance
Governance Lies at the Core
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Governing Perspectives for Big Data or Analytical Data
– Process Perspective
• Bill of “Rights”
• Ownership
• Participation
• Input
• Output / Outcomes
• Throughput
Big Data & BI Analytics Require Data Governance
Governance Lies at the Core
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Governing Perspectives for Big Data or Analytical Data
– Rules Perspective
• Business Rules
• Compliance Rules
• Protection Rules
• Standard Rules
Big Data & BI Analytics Require Data Governance
Governance Lies at the Core
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Governing Perspectives for Big Data or Analytical Data
– Inventory Perspective
• Quantitative
• Qualitative
• Ownership
• Usage
Big Data & BI Analytics Require Data Governance
Governance Lies at the Core
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Governing Perspectives for Big Data or Analytical Data
– Decision Making Perspective
• Who makes the decision
• How they make the decision
• When they make the decision
• Who is impacted by the decision
• How they track decisions
Big Data & BI Analytics Require Data Governance
Governance Lies at the Core
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• To look at the future … Let’s start by looking at the past …
– Business Intelligence Strategies have evolved from …
• Hierarchical Design
• Relational Design
• Dimensional Design
• Enterprise Data Warehouses
• Data Marts / Cubes / Distributed Databases
• Data Lakes – object-based storage repository that holds data
in its native format until it is needed.
• Unstructured Data & Big Data
Big Data & BI Analytics Require Data Governance
Future of Big Data & BI
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• OK … Now let’s look to the future …
– Business Intelligence Strategies have evolved to …
• Data Mining – looking for a needle in the haystack
• Big Data Analytics – looking at the whole haystack
Big Data & BI Analytics Require Data Governance
Future of Big Data & BI
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Three Vs of Big Data
– Volume
– Velocity
– Variety
– You saw the chart – Growing exponentially
– Present state handling of the Three Vs
Big Data & BI Analytics Require Data Governance
Future of Big Data & BI
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• What are we going to do with all this data?
– We need to be able to make sense of the data.
– We need to be able to understand and trust the data.
– We need to be able to protect the data.
– We need to know where the data comes from.
– We need to be able to access the data.
– We need to be able to analyze the data.
Big Data & BI Analytics Require Data Governance
Future of Big Data & BI
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• To achieve these goals:
– We need to be able to make sense of the data.
– We need to be able to understand and trust the data.
– We need to be able to protect the data.
– We need to know where the data comes from.
– We need to be able to access the data.
– We need to be able to analyze the data.
• What do we need? Data & Process & Technology
And we need all these things to be governed.
Some call this Information Governance.
Big Data & BI Analytics Require Data Governance
Future of Big Data & BI
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Value of Data Governance to Big Data
– We just spoke about this so let’s reverse it!
• Value of Data Governance to BI Analytical Data
– We just spoke about this so let’s reverse it!
» What is the value of Big Data to Data Governance?
» What is the value of BI Analytics to Data Governance?
Big Data & BI Analytics Require Data Governance
Value of Governance
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• What is the value of Big Data to Data Governance?
• What is the value of BI Analytics to Data Governance?
• Organizations need to use these things as their crutch to
– justify the investment in …
– maximize use of resources when doing …
– provide trustable data from …
– make better decisions using …
Big Data & BI Analytics Require Data Governance
Value to Governance
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Bold Statement 1:
– Organizations that govern their data effectively get more value
from their Big Data and BI Analytics effort.
Big Data & BI Analytics Require Data Governance
Value to Governance
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Bold Statement 2:
– Organizations that do not govern their data effectively either:
• Do not embark on these activities
• Get less value from their data-driven activities
Big Data & BI Analytics Require Data Governance
Value to Governance
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Deriving Intelligence from Governed Data requires:
– Quality
– Understanding
– Protection
– Availability
– Accountability
Big Data & BI Analytics Require Data Governance
True Intelligence
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Deriving Intelligence from Governed Data requires:
– Quality
• Data Standards
• Followed Process
• Escalation Paths
• Decision Rights
• Certification
Big Data & BI Analytics Require Data Governance
True Intelligence
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Deriving Intelligence from Governed Data requires:
– Understanding
• Glossary
• Dictionary
• Mapping
• Validation
• Education
Big Data & BI Analytics Require Data Governance
True Intelligence
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Deriving Intelligence from Governed Data requires:
– Protection
• Classification
• Security
• Auditability
• Process / Education
• Enforcement / Compliance
Big Data & BI Analytics Require Data Governance
True Intelligence
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Deriving Intelligence from Governed Data requires:
– Availability
• Access
• Storage
• Timeliness
• Completeness
Big Data & BI Analytics Require Data Governance
True Intelligence
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Deriving Intelligence from Governed Data requires:
– Accountability
• Formalization
• Stewardship
• Communications
• Execution – Enforcement of Authority
Big Data & BI Analytics Require Data Governance
True Intelligence
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Main Points Covered:
– Existing Governance Applications for BI
– Future of Big Data & BI Data
– Relationship between Big Data, BI and Governance
– Articulating Value
– True Intelligence Derived from Governed Data
Big Data & BI Analytics Require Data Governance
Summary
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Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Real-World Data Governance – Monthly Webinar Series
– August 20 – Data Governance & Data Steward Certification
Real-World Data Governance
Upcoming Webinar
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42
Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com
Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting
#RWDG
@RSeiner
• Robert S. Seiner
KIK Consulting & Educational Services – KIKconsulting.com
The Data Administration Newsletter – TDAN.com
Post Office Box 112571, Upper St. Clair, Pennsylvania 15241
412.220.9643, 412.220.9644 (Fax)
rseiner@kikconsulting.com
rseiner@tdan.com
@RSeiner
#RWDG
Real-World Data Governance
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RWDG Webinar: Big Data & BI Analytics Require Data Governance

  • 1. 1 1 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner Real-World Data Governance Big Data & BI Analytics Require Data Governance Monthly Webinar Series Hosted by Dataversity Robert S. Seiner – KIK Consulting / TDAN.com July 16, 2015 – 2:00 p.m. EST Robert S. Seiner KIK Consulting & Educational Services, LLC - KIKconsulting.com The Data Administration Newsletter, LLC - TDAN.com
  • 2. 2 2 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Real-World Data Governance – Monthly Webinar Series – August 20 – Data Governance & Data Steward Certification – September 17 – Data Modeling is Data Governance * – October 15 – Govern Metadata: Vocabulary, Dictionaries and Data – November 19 – Agile Data Governance: How to Apply Governance to Agile – December 17 – Data Governance and the Internet of Thing – Third Thursday at 2 pm EST – Register On-Line at DATAVERSITY.net – or TDAN.com or KIKConsulting.com * with David C. Hay Big Data & BI Analytics Require Data Governance Upcoming Webinars
  • 3. 3 3 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • The Data Administration Newsletter (TDAN.com): Published Since 1997 Partnership with DATAVERSITY Re-Launched July 1, 2015 Embracing Social Media – @TDAN_com RSS Data News Feed Authors & Practitioners for … Articles, Columns, Features, Blogs Welcome Back & Please Register Big Data & BI Analytics Require Data Governance Current Events
  • 4. 4 4 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Non-Invasive Data Governance: The Path of Least Resistance and Greatest Success ISBN 9781935504856 / Technics Publishing – September 2014 • KIKConsulting.com Home of Non-Invasive Data Governance™ Refurbished in 2014 • DATAVERSITY Events Data Governance Financial Services 2015 Conference With DEBtech International – September 28-29 – Jersey City, NJ Considerations for Starting or Enhancing Financial Data Governance Program Enterprise DATAVERSITY 2015 Conference November 2-5 – Chicago, IL A Strategic Data Framework Based on Governance Best Practices
  • 5. 5 5 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • This webinar will cover: – Existing Governance Applications for BI – Future of Big Data & BI Data – Relationship between Big Data, BI and Governance – Articulating Value – True Intelligence Derived from Governed Data Big Data & BI Analytics Require Data Governance Abstract
  • 6. 6 6 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Data Governance is the execution and enforcement of authority over the management of data and data-related assets. • Data Stewardship is the formalization of accountability for the management of data and data-related assets. Big Data & BI Analytics Require Data Governance Definitions
  • 7. 7 7 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Non-Invasive Data Governance™ – The practice of: • applying formal accountability & behavior • through a non-invasive framework of roles & responsibilities • to existing and / or new processes • to assure that the definition, production & usage of data • improves regulatory compliance, security, privacy & protection. – Non-Invasive describes how governance is applied to assure non-threatening management of valuable data assets. – The goal is to be » Transparent » Supportive » Collaborative. Big Data & BI Analytics Require Data Governance Definitions
  • 8. 8 8 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Big Data – Broad term for data sets so large or complex that traditional data processing applications are inadequate. – Challenges include, but are not limited to: • Analysis • Capture • Curation • Search • Sharing – Data Governance must be applied to all of these challenges. • Storage • Transfer • Visualization • Information Privacy Big Data & BI Analytics Require Data Governance Applications of Data Governance Wikipedia
  • 9. 9 9 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Business Intelligence – Set of techniques and tools for the transformation of raw data into meaningful and useful information for business analysis purposes. – Common functions include, but are not limited to: • Reporting • Online Analytical Processing • Process Mining • Complex Event Processing – Data Governance must be applied to all of these functions. • Business Performance Management • Benchmarking • Predictive Analytics • Prescriptive Analytics Wikipedia Big Data & BI Analytics Require Data Governance Applications of Data Governance
  • 10. 10 10 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • As companies generate increasingly more content (read big data), they are coming to recognize that [big data] analytics is a nonnegotiable. • Gleaning business insight from [big data] analytics is still in the early-adopter and well-hyped phase, but companies are beginning to see results emerge in terms of smoother workflows, improved search and better compliance [read governance] practices. http://searchcontentmanagement.techtarget.com/tip/Content-analytics-becomes-an-enterprise-must-have Big Data & BI Analytics Require Data Governance Applications of Data Governance
  • 11. 11 11 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • [Big Data] analytics is a business practice that analyzes and derives insight from data about the amount of content being created, the nature of that content and how it is used. • [Big Data] analytics can help companies manage their information lifecycle management chains by creating relevant cost and consumption metrics. • With business metrics in place, companies can identify which digital content [big data] is most valuable and adjust investments in storage and future analytics as needed. http://searchcontentmanagement.techtarget.com/tip/Content-analytics-becomes-an-enterprise-must-have Big Data & BI Analytics Require Data Governance Applications of Data Governance
  • 12. 12 12 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • How Much Data is Big? – Bytes (8 bits) – Kilobyte (1000 bytes) – Megabyte (1 000 000 bytes) – Gigabyte (1 000 000 000 bytes) – Terabyte (1 000 000 000 000 bytes) – Petabyte (1 000 000 000 000 000 bytes) – Exabyte (1 000 000 000 000 000 000 bytes) – Zetabyte (1 000 000 000 000 000 000 000 bytes) – 2.7 Zetabytes of data existed in the digital universe as of 2012 – 35 Zetabytes to be created annually by 2020 – Yottabyte (1 000 000 000 000 000 000 000 000 bytes) – Xenottabyte (1 000 000 000 000 000 000 000 000 000 bytes) – Shilentnobyte (1 000 000 000 000 000 000 000 000 000 000 bytes) – Domegemegrottebyte (1 000 000 000 000 000 000 000 000 000 000 000 bytes) Big Data & BI Analytics Require Data Governance More Data Then We Can Count
  • 13. 13 13 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Why does Big Data require Data Governance? – Big Data as an Asset – Formalized Accountability – Following the Rules – Consistency in Big Data Application – Metadata to Improve Value & Understanding – Management of Big Data Definition – Management of Big Data Production – Management of Big Data Usage Big Data & BI Analytics Require Data Governance Why?
  • 14. 14 14 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Why do BI Analytics require Data Governance? – Data Drives Analytics – Formalized Accountability – Following the Rules – Consistency in Analytical Application – Metadata to Improve Value & Understanding – Management of BI Data Definition – Management of BI Data Production – Management of BI Data Usage Big Data & BI Analytics Require Data Governance Why?
  • 15. 15 15 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Metadata Past and Future – Metadata in the past was limited to : • Names • Definitions • Labels – Metadata now encompasses • Relationships between the – Data – People – Processes – Use of Big Data Big Data & BI Analytics Require Data Governance Metadata Lies at the Core
  • 16. 16 16 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Metadata Required – Metadata Continues to Evolve • From a Data Management Asset • To a Business Intelligence / Data Warehousing Asset • To a Data Governance Asset • To a Privacy and Confidentiality Asset • To a Big Data & Analytical Asset Big Data & BI Analytics Require Data Governance Metadata Lies at the Core
  • 17. 17 17 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Data Governance required for: – Structured data – Unstructured data – Content – Record – Logs – Social Media Big Data & BI Analytics Require Data Governance Governance Lies at the Core
  • 18. 18 18 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Data Governance required for: – Big Data – Small Data – Data Warehouse Data – Master Data – Metadata – Analytical Data Big Data & BI Analytics Require Data Governance Governance Lies at the Core
  • 19. 19 19 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Governing Perspectives for Big Data or Analytical Data – Accountability Perspective – Process Perspective – Rules Perspective – Inventory Perspective – Decision Making Perspective Big Data & BI Analytics Require Data Governance Governance Lies at the Core
  • 20. 20 20 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Governing Perspectives for Big Data or Analytical Data – Accountability Perspective • Definition • Production • Use • Protection • Understanding • Retention / Elimination Big Data & BI Analytics Require Data Governance Governance Lies at the Core
  • 21. 21 21 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Governing Perspectives for Big Data or Analytical Data – Process Perspective • Bill of “Rights” • Ownership • Participation • Input • Output / Outcomes • Throughput Big Data & BI Analytics Require Data Governance Governance Lies at the Core
  • 22. 22 22 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Governing Perspectives for Big Data or Analytical Data – Rules Perspective • Business Rules • Compliance Rules • Protection Rules • Standard Rules Big Data & BI Analytics Require Data Governance Governance Lies at the Core
  • 23. 23 23 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Governing Perspectives for Big Data or Analytical Data – Inventory Perspective • Quantitative • Qualitative • Ownership • Usage Big Data & BI Analytics Require Data Governance Governance Lies at the Core
  • 24. 24 24 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Governing Perspectives for Big Data or Analytical Data – Decision Making Perspective • Who makes the decision • How they make the decision • When they make the decision • Who is impacted by the decision • How they track decisions Big Data & BI Analytics Require Data Governance Governance Lies at the Core
  • 25. 25 25 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • To look at the future … Let’s start by looking at the past … – Business Intelligence Strategies have evolved from … • Hierarchical Design • Relational Design • Dimensional Design • Enterprise Data Warehouses • Data Marts / Cubes / Distributed Databases • Data Lakes – object-based storage repository that holds data in its native format until it is needed. • Unstructured Data & Big Data Big Data & BI Analytics Require Data Governance Future of Big Data & BI
  • 26. 26 26 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • OK … Now let’s look to the future … – Business Intelligence Strategies have evolved to … • Data Mining – looking for a needle in the haystack • Big Data Analytics – looking at the whole haystack Big Data & BI Analytics Require Data Governance Future of Big Data & BI
  • 27. 27 27 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Three Vs of Big Data – Volume – Velocity – Variety – You saw the chart – Growing exponentially – Present state handling of the Three Vs Big Data & BI Analytics Require Data Governance Future of Big Data & BI
  • 28. 28 28 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • What are we going to do with all this data? – We need to be able to make sense of the data. – We need to be able to understand and trust the data. – We need to be able to protect the data. – We need to know where the data comes from. – We need to be able to access the data. – We need to be able to analyze the data. Big Data & BI Analytics Require Data Governance Future of Big Data & BI
  • 29. 29 29 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • To achieve these goals: – We need to be able to make sense of the data. – We need to be able to understand and trust the data. – We need to be able to protect the data. – We need to know where the data comes from. – We need to be able to access the data. – We need to be able to analyze the data. • What do we need? Data & Process & Technology And we need all these things to be governed. Some call this Information Governance. Big Data & BI Analytics Require Data Governance Future of Big Data & BI
  • 30. 30 30 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Value of Data Governance to Big Data – We just spoke about this so let’s reverse it! • Value of Data Governance to BI Analytical Data – We just spoke about this so let’s reverse it! » What is the value of Big Data to Data Governance? » What is the value of BI Analytics to Data Governance? Big Data & BI Analytics Require Data Governance Value of Governance
  • 31. 31 31 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • What is the value of Big Data to Data Governance? • What is the value of BI Analytics to Data Governance? • Organizations need to use these things as their crutch to – justify the investment in … – maximize use of resources when doing … – provide trustable data from … – make better decisions using … Big Data & BI Analytics Require Data Governance Value to Governance
  • 32. 32 32 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Bold Statement 1: – Organizations that govern their data effectively get more value from their Big Data and BI Analytics effort. Big Data & BI Analytics Require Data Governance Value to Governance
  • 33. 33 33 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Bold Statement 2: – Organizations that do not govern their data effectively either: • Do not embark on these activities • Get less value from their data-driven activities Big Data & BI Analytics Require Data Governance Value to Governance
  • 34. 34 34 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Deriving Intelligence from Governed Data requires: – Quality – Understanding – Protection – Availability – Accountability Big Data & BI Analytics Require Data Governance True Intelligence
  • 35. 35 35 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Deriving Intelligence from Governed Data requires: – Quality • Data Standards • Followed Process • Escalation Paths • Decision Rights • Certification Big Data & BI Analytics Require Data Governance True Intelligence
  • 36. 36 36 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Deriving Intelligence from Governed Data requires: – Understanding • Glossary • Dictionary • Mapping • Validation • Education Big Data & BI Analytics Require Data Governance True Intelligence
  • 37. 37 37 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Deriving Intelligence from Governed Data requires: – Protection • Classification • Security • Auditability • Process / Education • Enforcement / Compliance Big Data & BI Analytics Require Data Governance True Intelligence
  • 38. 38 38 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Deriving Intelligence from Governed Data requires: – Availability • Access • Storage • Timeliness • Completeness Big Data & BI Analytics Require Data Governance True Intelligence
  • 39. 39 39 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Deriving Intelligence from Governed Data requires: – Accountability • Formalization • Stewardship • Communications • Execution – Enforcement of Authority Big Data & BI Analytics Require Data Governance True Intelligence
  • 40. 40 40 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Main Points Covered: – Existing Governance Applications for BI – Future of Big Data & BI Data – Relationship between Big Data, BI and Governance – Articulating Value – True Intelligence Derived from Governed Data Big Data & BI Analytics Require Data Governance Summary
  • 41. 41 41 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Real-World Data Governance – Monthly Webinar Series – August 20 – Data Governance & Data Steward Certification Real-World Data Governance Upcoming Webinar
  • 42. 42 42 Copyright © 2015 Robert S. Seiner – KIK Consulting & Educational Services / TDAN.com Non-Invasive Data Governance™ is a trademark of Robert S. Seiner & KIK Consulting #RWDG @RSeiner • Robert S. Seiner KIK Consulting & Educational Services – KIKconsulting.com The Data Administration Newsletter – TDAN.com Post Office Box 112571, Upper St. Clair, Pennsylvania 15241 412.220.9643, 412.220.9644 (Fax) rseiner@kikconsulting.com rseiner@tdan.com @RSeiner #RWDG Real-World Data Governance Contact Information