BigDataBench: a Big Data Benchmark Suite from Internet Services
Lei Wang Jianfeng Zhan Chunjie Luo Yuqing Zhu Qiang Yang Yongqiang He Wanling Gao Zhen Jia Yingjie Shi Shujie Zhang Chen Zheng Gang Lu Kent Zhan Xiaona Li and Bizhu Qiu
This paper presents our joint research efforts on this is-sue with several industrial partners. Our big data benchmark suite—BigDataBenchnot only covers broad application scenarios, but also includes diverse and representative data sets. Currently, we choose 19 big data benchmarks from dimensions of application scenarios, operations/ algorithms, data types, data sources, software stacks, and application types, and they are comprehensive for fairly measuring and evaluating big data systems and architecture. BigDataBenchis publicly available from the project home page http://prof.ict.ac.cn/BigDataBench.