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Performance Measurement And Trace Driven Simulation Of Parallel Cad And Numeric Applications On A Hypercube Multicomputer * (1990)
| Content Provider | CiteSeerX |
|---|---|
| Author | Banerjee, Prithviraj Hsu, Jiun-Ming |
| Abstract | This paper presents the performance evaluation, workload characterization and trace driven simulation of a hypercube multicomputer running realistic workloads. Eleven representative parallel applications were selected as benchmarks. Software monitoring techniques were then used to collect execution traces. Based on the measurement results, we investigated both the computation and communication behavior of these parallel programs, including CPU utilization, computation task granularity, message interarrival distribution, the distribution of waiting times in receiving messages, and message length and destination distributions. We modeled the various time interval distributions by statistical functions which were verified by nonlinear regression technique using the empirical data. The temporal and spatial localities of message destinations were also studied. A model for the temporal locality of message length has been introduced and used to analyze the communication traces. A trace driven... |
| File Format | |
| Journal | IEEE Transactions on Parallel and Distributed Systems |
| Publisher Date | 1990-01-01 |
| Access Restriction | Open |
| Subject Keyword | Message Length Parallel Cad Statistical Function Eleven Representative Parallel Application Hypercube Multicomputer Numeric Application Message Destination Communication Behavior Various Time Interval Distribution Trace Driven Realistic Workload Computation Task Granularity Cpu Utilization Message Interarrival Distribution Communication Trace Trace Driven Simulation Nonlinear Regression Technique Workload Characterization Destination Distribution |
| Content Type | Text |
| Resource Type | Article |
