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Published byLorena Jennings Modified over 9 years ago
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Slide 1 Cluster-on-Demand (COD) Justin Moore Duke University
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Slide 2 How Big Is It? 500? 5000? 25,000? 500? 5000? 25,000? Clusters are growing Clusters are growing Clusters are expensive Clusters are expensive –Power, A/C, Management … How to manage {heat, power, failures}? How to manage {heat, power, failures}? How to keep everything organized? How to keep everything organized? How to divide resources? How to divide resources?
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Slide 3 How Do You Use It? We’ve got good middleware We’ve got good middleware –Batch queues, Internet Services, research apps … But customers are very picky But customers are very picky –“Linux!” “FreeBSD!” “Windows!” “Minix!” “Minix??” –“I only need it for 30 minutes!!” Customers != administrators Customers != administrators –Contributing to the problem, not the solution How to share and manage our clusters? How to share and manage our clusters? “Can’t we all just get along??”
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Slide 4 COD: The More the Merrier Automated framework for resource management Automated framework for resource management Owners define policies, customers define configs Owners define policies, customers define configs COD creates, configures dynamic virtual clusters COD creates, configures dynamic virtual clusters –Isolated, secure collection of nodes –Backed by network storage –Automatic configuration: fast and OS-agnostic Middleware negotiates allocations with COD Middleware negotiates allocations with COD –Virtual Cluster Manager: COD-aware layer
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Slide 5 Dynamic Virtual Clusters COD Manager Reserve pool (off-power) SGE Virtual Cluster Ninja Virtual Cluster Node reallocation Example: CNN on 9/11 DB
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Slide 6 Those Wonderful Toys Leverage open standards and open source Leverage open standards and open source –DHCP, NFS, NIS, XML –Only constraint is that Linux must support hardware –PXELinux-based installer, RHAT/Debian tools Currently testing working COD prototype Currently testing working COD prototype –Core of policy-based scheduling engine: CSP-solver –Framework of node requests + allocation negotiation –OS- and filesystem-agnostic installer –Testbed to examine policies and microbenchmarks
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Slide 7 COD: Size Doesn’t Matter Enable management scalability for hosting centers Enable management scalability for hosting centers –Hierarchical policy-driven mechanisms –Empower owners and customers Details and paper at http://www.cs.duke.edu/~justin/cod/
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Slide 8 Questions?
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