IEEE - Institute of Electrical and Electronics Engineers, Inc. - Phase Annotated Learning for Apache Spark: Workload Recognition and Characterization

2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom)

Author(s): Seyedali Jokar Jandaghi ; Arnamoy Bhattacharyya ; Cristiana Amza
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2018
Conference Location: Nicosia, Cyprus, Cyprus
Conference Date: 10 December 2018
Page(s): 9 - 16
ISBN (Electronic): 978-1-5386-7899-2
ISSN (Electronic): 2330-2186
DOI: 10.1109/CloudCom2018.2018.00018
Regular:

In this paper, we introduce and evaluate a novel resource modeling technique for workload profiling, detection and resource usage prediction for Spark workloads. Specifically, we profile and... View More

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