Predictive performance modeling for distributed batch processing using black box monitoring and machine learning
作者：
Highlights：
• Comprehensive review of performance prediction in batch processing.
• Approaches for runtime, resource consumption, and wait time prediction.
• Focus on data-driven methods based on non-intrusive black box monitoring.
摘要
•Comprehensive review of performance prediction in batch processing.•Approaches for runtime, resource consumption, and wait time prediction.•Focus on data-driven methods based on non-intrusive black box monitoring.
论文关键词：Distributed computing,Resource management,Machine learning,Black box monitoring
论文评审过程：Received 28 March 2018, Revised 28 December 2018, Accepted 12 January 2019, Available online 22 January 2019, Version of Record 25 January 2019.
论文官网地址：https://doi.org/10.1016/j.is.2019.01.006
