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Yang et al., 2019 - Google Patents

Elastic executor provisioning for iterative workloads on apache spark

Yang et al., 2019

View PDF
Document ID
16682517758041791000
Author
Yang D
Rang W
Cheng D
Wang Y
Tian J
Tao D
Publication year
Publication venue
2019 IEEE International Conference on Big Data (Big Data)

External Links

Snippet

In memory data analytic frameworks like Apache Spark are employed by an increasing number of diverse applications-such as machine learning, graph computation, and scientific computing, which benefit from the long-running process (eg executor) programming model …
Continue reading at par.nsf.gov (PDF) (other versions)

Classifications

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    • G06F9/46—Multiprogramming arrangements
    • G06F9/48—Programme initiating; Programme switching, e.g. by interrupt
    • G06F9/4806—Task transfer initiation or dispatching
    • G06F9/4843—Task transfer initiation or dispatching by program, e.g. task dispatcher, supervisor, operating system
    • G06F9/4881—Scheduling strategies for dispatcher, e.g. round robin, multi-level priority queues
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