Providing In-depth Performance Analysis for Heterogeneous Task-based Applications with StarVZ

Vinícius Garcia Pinto,Lucas Leandro Nesi,Marcelo Cogo Miletto,Lucas Mello Schnorr

2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)（2021）

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摘要

Task-based parallelism has adequately addressed the coding complexity required to fully exploit the processing power offered by omnipresent hybrid CPU/GPU supercomputers. However, its performance highly depends on the proper runtime system setup. Analyzing and tuning the performance of task-based applications running on hybrid platforms is challenging since they present unstructured communication ...

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关键词

Performance evaluation,Visualization,Runtime,Scalability,Tools,Parallel processing,Supercomputers

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