Micro-Architectural Characterization of Apache Spark on Batch and Stream Processing Workloads


While cluster computing frameworks are continuously evolving to provide real-time data analysis capabilities, Apache Spark has managed to be at the forefront of big data analytics for being a unified framework for both, batch and stream data processing. However, recent studies on micro-architectural characterization of in-memory data analytics are limited… (More)
DOI: 10.1109/BDCloud-SocialCom-SustainCom.2016.20


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