Cloud computing
- 1. CLOUD COMPUTINGPresented to Graduate Students Mechanical EngineeringDr. John P. AbrahamProfessor, Computer EngineeringUTPA
- 2. IntroductionEver wondered how you are able to watch thousands of movies on Netflix instantaneously?How about searching though billions of documents as done by Google?Do you backup your computer remotely?Ever created a document in Google Docs?IT as a service is known as Cloud Computing. In the past IT meant computers, infrastructure, computer scientists, electrical power, cooling, repair, etc.
- 3. Introduction to cloud computing (2)Cloud computing refers to the applications delivered as services over the Internetthe hardware and systems software in the data centers that provide those services. The services are referred to as Software as a Service (SaaS).and IaaS (Infrastructure as a Service) or PaaS (Platform as a Service)
- 4. VirtualizationCloud computing grew out of virtualization.creation of a virtual machine that acts like a real computer with an operating system. Software implementation of a hardware.VMware: where virtualization could be considered a part of the hardware Microsoft: virtualization as an attribute of the OS, and its new Hyper-V role makes it very convenient for organizations to easily adopt virtualization. Sun VirtualBox
- 5. Virtual machine lifecycleCreate, Suspend, Resume, Save, migrate, and destroyEach VM can have an OS and a VM Monitor (hypervisor).Virtual Infrastructure Managers (VIM) are used to manage, deploy and monitor Virtual Machines.
- 6. Two approaches to virtualization"hosted" (paravirtualization) and "bare-metal“ (full vertualization. Hosted virtualization software runs as an application or "guest" on top of a general-purpose operating system. Bare-metal virtualization interfaces directly with computer hardware, without the need for a host operating system. Even BIOS is virtualized (emulated).
- 7. Key components of virtual computingVirtual Networking using virtual Ethernet Adapters and Virtual switchesVirtual Storage: shared access to a consolidated pool of clustered storage to multiple virtual machines.Virtual Security: if virtualization runs on top of an OS, all its security vulnerabilities are propagated to VM.Virtualization Management
- 8. What is Cloud Computinga model for enabling convenient, on-demand network access to a shared pool of configurable computing resources (e.g., networks, servers, storage, applications, and services) that can be rapidly provisioned and released with minimal management effort or service provider interaction. Cloud Computing makes computer infrastructure and services available "on-need" basis.
- 9. Pros and ConsUsers do not pay for hardware infrastructure or software. Less hardware means less noise and electricityPay for usage as you would for electricity usage. Lower IT cost. You need much wider bandwidth. Latency concern.If Internet service goes down at either endIf the provider goes downSecurity of data – gov. regulationsHardware dependent software may not run
- 10. Components of Cloud computingClient computers – mobile, thin/thick computersProvider siteServer farm (distributed servers)Storage farm (distributed storage)Data farm (distributed datacenter)
- 11. Cloud Computing CharacteristicsThis cloud model promotes availability and is composed of five essential characteristicsOn-Demand Self-Service: User can essentially set up a server on the cloud. Availability of large computing infrastructure on need basis Resource Pooling: Users of the cloud can provision computing resources based on their needs, and then destroy those resources, giving them back to the shared pool once their needs are met. Additionally, users can share resources amongst themselves. For example, if an institution has developed a new piece of software and would like to share it with other institutions, they can create a template for that system in the cloud and allow other institutions to use that template as they see fit.
- 12. Cloud Computer Characteristics3. Rapid Elasticity: If a system requires more computing resources, an IT department can easily scale the technology to meet those demands 4. Broad Network Access: The whole computer and programs available from anywhere (like google docs).5. Measured Service: both cloud providers and IT departments to monitor usage. “pay-per-use" billing model
- 13. HadoopHadoop is a fault-tolerant distributed system for data storage which is highly scalable. The scalability is the result of a Self-Healing High Bandwith Clustered Storage, known by the acronym of HDFS (Hadoop Distributed File System) and a specific fault-tolerant Distributed Processing, known as MapReduce.
- 14. Use of HadoopTraditionally data moves to the computation node. In Hadoop, data is processed where the data resides . The types of data Hadoop helps to manipulate are those unstoppable streams created by human and machines:Computer logs Satellite telemetry (espionage or science) GPS outputs Temperature and environmental sensors Industrial sensors Video from security cameras Outputs from medical devises Seismic and Geo-physical sensors