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

Abstract

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

Topics

7 Figures and Tables

Slides referencing similar topics