223 citations · 761 across the 54 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.DC2014★ 5 cited
BigOP: Generating Comprehensive Big Data Workloads as a Benchmarking Framework
Yuqing Zhu, Jianfeng Zhan, Chuliang Weng +4
Big Data is considered proprietary asset of companies, organizations, and even nations. Turning big data into real treasure requires the support of big data systems. A variety of c…