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- W4386106751 abstract "Edge Computing emerges as a stable and efficient solution for IoT data processing and analytics. With big data distributed engines to be deployed on edge infrastructures, users seek solutions to evaluate the performance of their analytics queries. In this paper, we introduce SparkEdgeEmu, an interactive framework designed for researchers and practitioners who need to inspect the performance of Spark analytic jobs without the edge topology setup burden. SparkEdgeEmu provides: (i) parameterizable template-based use cases for edge infrastructures, (ii) real-time emulated environments serving ready-to-use Spark clusters, (iii) a unified and interactive programming interface for the framework’s execution and query submission, and (vi) utilization metrics from the underlying emulated topology as well as performance and quantitative metrics from the deployed queries. We evaluate the usability of our framework in a smart city use case and extract useful performance hints for the Apache Spark code execution." @default.
- W4386106751 created "2023-08-24" @default.
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- W4386106751 date "2023-01-01" @default.
- W4386106751 modified "2023-10-16" @default.
- W4386106751 title "SparkEdgeEmu: An Emulation Framework for Edge-Enabled Apache Spark Deployments" @default.
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- W4386106751 doi "https://doi.org/10.1007/978-3-031-39698-4_11" @default.
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