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Data Query #1 Query #2 Query #3 New approaches are needed...
Query Data #1 Data #2 Data #3 New approaches are needed...
Exa Peta Telco Promotions 100,000 records/sec, 6B/day 10 ms/decision 270TB for Deep Analytics Tera Giga DeepQA 100s GB for Deep Analytics 3 sec/decision Mega yr … µs mo wk day hr min sec ms Smart Traffic 250K GPS probes/sec 630K segments/sec 2 ms/decision, 4K vehicles Kilo Real-time Occasional Frequent Up to 10000 Times larger Data at Rest Data Scale Traditional Data Warehouse and Business Intelligence Data in Motion Up to 10000 times faster Decision Frequency New “Big Data” Requires New Analytics
Exa Peta Tera Giga Mega yr … µs mo wk day hr min sec ms Kilo Real-time Occasional Frequent Data Scale Decision Frequency New “Big Data” Requires New Analytics Deep Integration Fast Integration
Big Data is Too Costly to Move, so Analytics Must Stay Near Data The Transmission Gap CPU Cycle6 - 27 picocents 1 bit storage/year6 picocents 10x to 50x cheaper CPU Cycle 0.58 picocents 1 bit network transfer 800 - 6000 picocents 1 bit storage/year 5.3 - 6 picocents ~equal 100x to 1000x more costly! Site-based Cloud-based Adapted from: RaduSion, Stony Brook University, 2009 For large enterprises and governments this implies dedicated systems,not just clouds
Infrastructure Dynamic Improve Service Reduce Cost Manage Risk
Cloud computing is not virtualization Standardizeand automate
Security is what you make of it, cloud or no cloud. Today’s Datacenter Tomorrow’s Public Cloud
ISDM - Integrated Service Management for Clouds For Locating and Requesting Services Secure User Centric Self-Service Portal, Automation Engine and Catalog Managing Cloud Services Deploying Cloud Services Automated Provisioning and Image Management Monitoring and Metering
IBM Cloud Computing Strategy Build Design Deliver Smart Expense Reporting Business Processes Smart Dev & Test Cloud Lotus Live Collaboration Development & Test Desktop & Devices Analytics Smart Analytics Cloud Desktop Cloud Infrastructure Storage Infrastructure Compute Consumers Providers Computing on Demand Smart Storage Cloud