2005 · 26 citations · 16 references
ComputingComputer ScienceHigh-performance ComputingCluster ComputingOperating SystemsPerformance MeasurementCluster ArchitectureCluster ManagementMetrics CollectionPerformance Bottleneck AnalysisPerformance ModelingApplication EfficiencyGranularityPerformance Bottleneck DetectionPerformance Metric AnalysisPerformance MonitoringPerformance ProfilingSystem Performance MonitoringSystem Profiling
We present NWPerf, a new system for analyzing fine granularity performance metric data on large-scale supercomputing clusters. This tool is able to measure application efficiency on a system wide basis from both a global system perspective as well as providing a detailed view of individual applications. NWPerf provides this service while minimizing the impact on the performance of user applications. We describe the type of information that can be derived from the system, and demonstrate how the system was used detect and eliminate a performance problem in an application application that improved performance by up to several thousand percent. The NWPerf architecture has proven to be a stable and scalable platform for gathering performance data on a large 1954-CPU production Linux cluster at PNNL.
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A data base sublanguage founded on the relational calculus
E. F. Codd · 1971 · 373 citations
Wide area cluster monitoring with Ganglia
Clock synchronization algorithms for network measurements
Li Zhang, Zhen Liu, Chuntao Xia · 2003 · 152 citations