Reproducible Performance Optimization of Complex Applications on the Edge-to-Cloud Continuum
2021 IEEE International Conference on Cluster Computing (CLUSTER)(2021)
摘要
In more and more application areas, we are witnessing the emergence of complex workflows that combine computing, analytics and learning. They often require a hybrid execution infrastructure with IoT devices interconnected to cloud/HPC systems (aka Computing Continuum). Such workflows are subject to complex constraints and requirements in terms of performance, resource usage, energy consumption and...
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关键词
Performance evaluation,Instruction sets,Memory management,Graphics processing units,Production,Reproducibility of results,Time factors
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