;login:: the magazine of USENIX & SAGE · 2008 · 261 citations · 2 references
ComputingCloud ComputingHigh-performance ComputingCloud InfrastructureCluster ComputingScientific ComputingBenchmarkingCompute Resource ManagementCost-performance TradeoffsPerformance Bottleneck AnalysisPerformance ModelingPerformance OptimizationCloud BenchmarkingCloud Performance BenchmarkingCluster Performance ModelingEvaluation BenchmarksHigh-performance Computing PerformanceHigh-performance Computing SystemsPerformance BenchmarkingServer Benchmarking
How effective are commercial cloud computers for high-performance scientific computing compared to currently avaible alternatives? I aim to answer a specific instance of this question by examining the performance of Amazon EC2 for high-performance scientific applications. I used macro and micro benchmarks to study the performance of a cluster composed of EC2 high-CPU compute nodes and compared this against the performance of a cluster composed of equivalent processors avaible to the open scientific research community. My results show a significant performance gap in the examined clusters that system builders, computational scientist, and commercial cloud computing vendors need to be aware of .
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Xen and the art of virtualization
Paul Barham, Boris Dragovic, Keir Fraser et al. · ACM SIGOPS Operating Systems Review · 2003 · 5.9K citations