作者
Tu Mai Anh Do, Loïc Pottier, Silvina Caíno-Lores, Rafael Ferreira da Silva, Michel A Cuendet, Harel Weinstein, Trilce Estrada, Michela Taufer, Ewa Deelman
发表日期
2021/1/1
期刊
Journal of Computational Science
卷号
48
页码范围
101259
出版商
Elsevier
简介
Performance evaluation is crucial to understanding the behavior of scientific workflows. In this study, we target an emerging type of workflow, called in situ workflows. These workflows tightly couple components such as simulation and analysis to improve overall workflow performance. To understand the tradeoffs of various configurable parameters for coupling these heterogeneous tasks, namely simulation stride, and component placement, separately monitoring each component is insufficient to gain insights into the entire workflow behavior. Through an analysis of the state-of-the-art research, we propose a lightweight metric, derived from a defined in situ step, for assessing resource usage efficiency of an in situ workflow execution. By applying this metric to a synthetic workflow, which is parameterized to emulate behaviors of a molecular dynamics simulation, we explore two possible scenarios (Idle Simulation and …
引用总数
20212022202320244421
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TMA Do, L Pottier, S Caíno-Lores, RF da Silva… - Journal of Computational Science, 2021