IEEE Computer Society - MarVeLScaler: A Multi-View Learning based Auto-Scaling System for MapReduce

Author(s): Yi Li ; Fangming Liu ; Qiong Chen ; Yibing Sheng ; Miao Zhao ; Jianping Wang
Sponsor(s): IEEE Computer Society
Publisher: IEEE Computer Society
Volume: PP
Page(s): 1
ISSN (CD): 2372-0018
ISSN (Electronic): 2168-7161
DOI: 10.1109/TCC.2019.2944916

To promote cloud computing from current pay-per-request model to truly pay-per-use, tenants are crying for automatic tools to auto-estimate the amount of resources for MapReduce jobs. Such tools... View More