Portland State University. Department of Computer Science
Date of Publication
Master of Science (M.S.) in Computer Science
Hybrid computers, High performance computing, Graphics processing units
1 online resource (v, 66 p.) : ill. (some col.)
We present two metrics to assist the performance analyst to gain a unified view of application performance in a hybrid environment: GPU Computation Percentage and GPU Load Balance. We analyze the metrics using a matrix multiplication benchmark suite and a real scientific application. We also extend an experiment management system to support GPU performance data and to calculate and store our GPU Computation Percentage and GPU Load Balance metrics.
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Smith, Michael Shawn, "Performance Analysis of Hybrid CPU/GPU Environments" (2010). Dissertations and Theses. Paper 300.