Amnis: Optimized stream processing for edge computing

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

Published: 01 Jan 2022, Last Modified: 15 May 2025J. Parallel Distributed Comput. 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•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.