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Development of a Distributed Decentralized Cloud Cluster

Development of a Distributed Decentralized Cloud Cluster. Navid Golpayegani Timothy Blattner Tyler Simon Dr. Milton Halem. Design. Object Based Storage System Decentralized Distributed MapReduce programming Paradigm Decentralized. DISHAS. Fully Decentralized Distributed Object-Store

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Development of a Distributed Decentralized Cloud Cluster

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  1. Development of a Distributed Decentralized Cloud Cluster • Navid Golpayegani • Timothy Blattner • Tyler Simon • Dr. Milton Halem

  2. Design • Object Based Storage System • Decentralized • Distributed • MapReduce programming Paradigm • Decentralized

  3. DISHAS • Fully Decentralized Distributed Object-Store • Hash based distribution • Global lookup table • HTTP communication protocol

  4. DISHAS v2 • Map Reduce on top of DISHAS • Decentralized • Coordination issues with no master node • Distributed Sort • Assignment of Map and Reduce nodes

  5. Performance • Play with various algorithms to find optimal solution for • Evenly distributing data • Quickly re-distributing • Quickly locating data

  6. Testing • Using IaaS cloud services at UMBC • Eucalyptus • Quickly deploy new system • Fully control over system • No interference between experiments

  7. Testing • Sample Installation • 6 Pentium 4 PCs - Hypterthreaded • No hardware virtualization support • Production installation • Two Intel Nehalems with two 4-Core CPUs

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