Diversity/Parallelism Trade-Off in Distributed Systems With Redundancy

IEEE Transactions on Information Theory(2022)

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摘要
Distributed computing enables parallel execution of smaller tasks that make up a large computing job. Its purpose is to reduce the job completion time. However, random fluctuations in task service times lead to straggling tasks with long execution times. Redundancy provides diversity that allows job completion when only a subset of redundant tasks is executed, thu...
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关键词
Task analysis,Parallel processing,Computational modeling,Redundancy,Codes,Servers,Copper
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