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Memory-efficient Parallelization of Stream Applications

Memory-efficient Parallelization of Stream Applications

Evaluation Setup•

Evaluation Setup• Applications– 12 StreamIt benchmark applications– GSM from MiBench– W-CDMA from Qualcomm TM• Configurations– Baseline: Stream Graph Modulo Scheduling (SGMS) [2]– Team scheduling• Architecture: 16-core ELM processors• Compiler: Elk stream compiler and elmcc C++ compiler[2] Kudlar and Mahlke, PLDI 200838

Normalized Steady StateExecution TimeResults1.21.00.80.60.40.20.0teamsgms• 30% reduction• Efficiently utilize local memory to maximizethroughputPark and Dally, SPAA 201039

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