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从大数据中获得新型可用的洞见
Hadoop Virtualization Extensions
Junping Du
Sr.MTS, VMware, Inc
© 2009 VMware Inc. All rights reserved
Cloud: Big Shifts in Simplification and Optimization
1. Reduce the Complexity 2. Dramatically Lower 3. Enable Flexible, Agile
Costs IT Service Delivery
to simplify operations to redirect investment into to meet and anticipate the
and maintenance value-add opportunities needs of the business
2
A Unified Analytics Cloud Significantly Simplifies
Simplify
• Single Hardware Infrastructure
• Faster/Easier provisioning
SQLCluster
Big SQL NoSQL Hadoop
NoSQL Cluster
Unifed Analytics Infrastructure
Private
Public
Hadoop Cluster
Optimize
• Shared Resources = higher utilization
• Elastic resources = faster on-demand access
Decision Support Cluster
3
Unifying the Big Data Platform using Virtualization
Goals
• Make it fast and easy to provision new data clusters on demand
• Allow Mixing of Workloads
• Leverage virtual machines to provide isolation (esp. for Multi-tenant)
• Optimize data performance based on virtual topologies
• Make the system reliable based on virtual topologies
Leveraging
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