Amnis: Optimized stream processing for edge computing

Jinlai Xu,Balaji Palanisamy,Qingyang Wang,Heiko Ludwig,Sandeep Gopisetty

Journal of Parallel and Distributed Computing（2022）

引用 8|浏览51

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摘要

•IoT boom introduces requirements of processing streams at the edge.•A data locality-aware approach optimizes the resource allocation in edge computing.•A load-aware mechanism further improves the query performance.•Coflow dependencies are considered to shape the network usage.•Implementing on Apache Storm and Performing a real cluster experiment on CloudLab.

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关键词

Stream processing,Edge computing,Data locality,Operator placement,Coflow

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