Testing of big data analytics systems by benchmark

被引：1
|
作者：
Chen, Mingang [1 ]
Chen, Wenjie [1 ]
Cai, Lizhi [1 ]
机构：
[1] Shanghai Dev Ctr Comp Software Technol, Shanghai Key Lab Comp Software Testing & Evaluati, Shanghai, Peoples R China
来源：
2018 IEEE 11TH INTERNATIONAL CONFERENCE ON SOFTWARE TESTING, VERIFICATION AND VALIDATION WORKSHOPS (ICSTW) | 2018年
关键词：
testing; big data; benchmark; TPC-DS; TPCx-BigBench;
D O I：
10.1109/ICSTW.2018.00054
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
With the rapid development of big data technologies and applications, various big data analytics systems have been released by open source communities and industry. So testing and evaluating the overall performance of these big data analytics systems has become an important research topic. The paper analyzes in detail the challenges of testing big data analytics systems and proposes the method and strategies for the testing. Furthermore, the paper presents two cases of testing big data analytics systems by benchmark.
引用
收藏
页码：231 / 238
页数：8
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