Data Flow Lifecycles for Optimizing Workflow Coordination

A critical performance challenge in distributed scientific workflows is coordinating tasks and data flows on distributed resources. To guide these decisions, this paper introduces data flow lifecycle analysis. Workflows are commonly represented using directed acyclic graphs (DAGs). Data flow lifecyc...

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Veröffentlicht in:	International Conference for High Performance Computing, Networking, Storage and Analysis (Online) S. 1 - 15
Hauptverfasser:	Lee, Hyungro, Guo, Luanzheng, Tang, Meng, Firoz, Jesun, Tallent, Nathan R., Kougkas, Anthony, Sun, Xian-He
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	ACM 11.11.2023
Schlagworte:	caterpillar tree data flow lifecycles Data visualization Distributed databases distributed workflows Instruments performance analysis Processor scheduling Quality of service storage bottlenecks Throughput Volume measurement
ISSN:	2167-4337
Online-Zugang:	Volltext
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