UVA HPC & BIG DATA COURSE. Cloud Computing. Adam Belloum
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1 UVA HPC & BIG DATA COURSE Cloud Computing Adam Belloum
2 outline Cloud computing: Approach and vision Resource Provisioning in Cloud systems: Cloud Systems: IaaS, PaaS, SaaS Using Cloud Systems in practice Cloud system providers Open source Cloud middleware
3 What is Cloud Computing?
4 What is the cloud IT as a service Cloud allows access to services without user technical knowledge or control of supporting infrastructure Best describe in terms of what happened to electrical power over 100 years ago Now computers are simple devices connected to the leader cloud Data processing, storage and software application that used to run locally are now being supplied by big central computing station, They are becoming in essence computing utilities
5 Traditional ways of provisioning resources
6 Expand your Infrastructure! Buy new servers, increase your software costs, provision more datacenter capacity!!
7 Look to the cloud! Pay for the bandwidth and server resources that you need. When your push is done then turn the whole thing off! The Three Reasons to Cloud Compute : annotation_id=annotation_308603&feature=iv&src_vid=sgujaizkwre&v=oibkmjr rdjq
8 Style of computing & usage model
9 Elastic approach to resource provisioning
10 Utility based usage metric
11 Delivery Models
12 outline Cloud computing: Approach and vision Resource Provisioning in Cloud systems: Cloud Systems: IaaS, PaaS, SaaS Using Cloud Systems in practice
13 A new consumption Model for IT
14 Enabling Cloud
15 Abstract, Pool, automate
16 Abstract, Pool, automate
17
18 Grid middleware
19
20 Everything-as-a-Service
21 Relation between IaaS, PaaS, SaaS Cloud&SOA Cloud IaaS 21
22 outline Cloud computing: Approach and vision Resource Provisioning in Cloud systems: Cloud Systems: IaaS, PaaS, SaaS Using Cloud Systems in practice Cloud system providers Open source Cloud middleware
23 Example of the elasticity and scalability (IaaS) To test the possibilities and performance of Grid on Demand a Biomedical Application and a workflow manager are used Biomedical Application: WAVE Parallel (MonteCarlo simulation) application Workflow Manager A (graphical) tool to assist complex e-science application creation Creates a series of jobsubmissions WS-VLAM created by UvA SNE Group Connects to Globus Grid Interface
24 Example of the elasticity and scalability (IaaS) Resource provisioning 28 98
25 Example of the elasticity and scalability
26 Example of successful MSc project Performance on DAS3-100 Jobs 02:45:00 02:30:00 02:15:00 Running time Pending time 02:45:00 02:30:00 Running time Pending time Performance on Grid on Demand Jobs 02:00:00 02:15:00 01:45:00 02:00:00 Time 01:30:00 01:15:00 01:00:00 Time 01:45:00 01:30:00 01:15:00 00:45:00 01:00:00 00:30:00 00:45:00 00:15:00 00:30:00 00:00: Job# 00:15:00 00:00: Job#
27 outline Cloud computing: Approach and vision Resource Provisioning in Cloud systems: Cloud Systems: IaaS, PaaS, SaaS Using Cloud Systems in practice Cloud system providers Open source Cloud middleware
28 SaaS, PaaS, and IaaS
29 Infrastructure as a Service (IaaS). Amazon S3 (Data storage/file system), SimpleDB (non-relational database) EC2 (computing servers). Rackspace Cloud Drive (Data storage/file system), Cloud Sites (web site hosting on cloud) Cloud Servers(computing servers). GoGrid IBM Cloud Hosting (web site hosting on cloud) Cloud Storage (Data storage/file system). Smart Business Storage Cloud Computing on Demand (CoD)
30 Platform as a Service (PaaS). Googles force.com Microsoft AppEngine is a development platform based upon Python and Java Apex a development platform based upon a proprietary programming language Azure provides a development platform based upon.net.
31 Software as a Service (SaaS) Google IBM Zoho Google Docs, GMail, Google Calendar and Picasa LotusLive inotes, a web based service that provides messaging and calendaring capabilities to business users has vast suite of online products similar to Microsoft office suite.
32 Software as a Service (SaaS) applications processing Photo editing software Online file storage Twitter related applications Digital Video Photo Album Editing documents, spreadsheets and powerpoints Navigation: google Maps, Yahoo maps, e-commerce software
33 outline Cloud computing: Approach and vision Resource Provisioning in Cloud systems: Cloud Systems: IaaS, PaaS, SaaS Using Cloud Systems in practice Cloud system providers Open source Cloud middleware
34 OpenNebula
35 OpenNebula OpenNebula provides different interfaces to interact and manage physical and virtual resources.
36 OpenStack The OpenStack Open Source Cloud Mission: to produce the ubiquitous Open Source Cloud Computing platform that will meet the needs of public and private clouds regardless of size, by being simple to implement and massively scalable. Originated by Rackspace and NASA In 2010
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