CS-EE 481 Spring 2004 1Founder’s Day, 2004 University of Portland School of Engineering Oregon Chub Beowulf Cluster Authors A.J. Supinski Billy Sword Advisor.

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Presentation transcript:

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Oregon Chub Beowulf Cluster Authors A.J. Supinski Billy Sword Advisor Dr. Rylander, Dr. Lillevik Industry Representative Mr. Noah Van Dresser Intel Corp.

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Agenda Introduction A.J. Supinski Background A.J. Supinski Methods A.J. Supinski ResultsBilly Sword Conclusions Billy Sword Demonstration Billy Sword

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Introduction Thanks to Dr. Rylander and Noah Van Dresser for all of their help. Overview. Allowing non-homogenous clusters via Genetic Algorithms (GAs). Cost efficiency increase for those who use non-homogenous clusters.

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Background Beowulf Clusters are sets of computers which have software that makes them act like one supercomputer. Process Scheduling is an NP-Complete problem. GAs have been shown to produce good (non- optimum) solutions to NP-Complete problems in polynomial time. Our project is to check for speedup from existing cluster process scheduling to the GA scheduling.

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Methods The Plan: Build a non-homogenous Beowulf cluster, benchmark it and then modify it to use GA scheduling and perform the benchmarks again. Ensure no change in environment by using the same hardware and almost entirely the same software for both tests. Results will be restricted by limitation of 4 PCs.

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Methods The Action: Build Hardware 4 PC cluster. RedHat Linux 9.0 OSCAR (Open Source Cluster Application Resources). PXE Boot Kernel issues. MPICH (A Portable Implementation of Message Passing Interface)

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Results Working 4 PC Beowulf Cluster running MPICH. Working GA prototype but not in MPICH. MPICH software architecture challenges.

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Life

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Mastermind

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Fractal Image

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Conclusions The use of GA processor scheduling remains a viable idea MPICH modification would require a lot of work. This might be possible as a future Senior Design project starting from our point of ending. We have a Working Beowulf Cluster and good instructions for future attempts.

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Demonstration

CS-EE 481 Spring Founder’s Day, 2004 University of Portland School of Engineering Questions?

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