KORDI: A Framework for Real-Time Performance and Cost Optimization of Apache Spark Streaming

Author:

Kordelas Athanasios1,Spyrou Thanasis,Voulgaris Spyros2,Megalooikonomou Vasileios3,Deligiannis Nikos1

Affiliation:

1. Vrije Universiteit Brussel,Department of Electronics and Informatics (ETRO),Brussels,Belgium,1050

2. imec, Kapeldreef 75,Leuven,Belgium,B-3001

3. University of Patras,Computer Engineering and Informatics Department,Patras,Greece,26500

Publisher

IEEE

Reference39 articles.

1. Performance prediction for Apache Spark platform;kewen;2015 IEEE 17th International Conference on High Performance Computing and Communications 2015 IEEE 7th International Symposium on Cyberspace Safety and Security and 2015 IEEE 12th International Conference on Embedded Software and Systems,2015

2. A gray-box performance model for Apache Spark;zemin;Future Generation Computer Systems,2018

3. Time estimation and resource minimization scheme for apache spark and hadoop big data systems with failures;jinbae;IEEE Access,2019

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