56 citations · 88 across the 8 of their papers we have counts for
Showing 2014Show all
3 papers · 1 filter
cs.PF2014★ 56 cited
Characterizing and Subsetting Big Data Workloads
Zhen Jia, Jianfeng Zhan, Lei Wang +5
Big data benchmark suites must include a diversity of data and workloads to be useful in fairly evaluating big data systems and architectures. However, using truly comprehensive be…
cs.DB2014★ 13 cited
BDGS: A Scalable Big Data Generator Suite in Big Data Benchmarking
Zijian Ming, Chunjie Luo, Wanling Gao +4
Data generation is a key issue in big data benchmarking that aims to generate application-specific data sets to meet the 4V requirements of big data. Specifically, big data generat…
cs.PF2014
On Big Data Benchmarking
Rui Han, Xiaoyi Lu
Big data systems address the challenges of capturing, storing, managing, analyzing, and visualizing big data. Within this context, developing benchmarks to evaluate and compare big…