Support for Provisioning and Configuration Decisions for Data Intensive Workflows.

Lauro Beltrão Costa,Samer Al-Kiswany,Matei Ripeanu,Hao Yang

IEEE Transactions on Parallel and Distributed Systems（2016）

引用 4|浏览84

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摘要

System provisioning, resource allocation, and configuration decisions for I/O-intensive workflow applications are complex even for expert users. Users face choices at multiple levels: allocating resources to individual sub-systems (e.g., the application layer, the storage layer) as well as configuring each of these optimally (e.g., replication level, chunk size, caching policies in case of storage...

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关键词

Accuracy,Resource management,Predictive models,Benchmark testing,Data models,Space exploration,Complexity theory

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