A characterization of big data benchmarks

W Xiong, Z Yu, Z Bei, J Zhao, F Zhang… - … conference on big …, 2013 - ieeexplore.ieee.org
Recently, big data has been evolved into a buzzword from academia to industry all over the
world. Benchmarks are important tools for evaluating an IT system. However, benchmarking …

AxPUE: Application level metrics for power usage effectiveness in data centers

R Zhou, Y Shi, C Zhu - 2013 IEEE International Conference on …, 2013 - ieeexplore.ieee.org
The rapid growth of data volume brings big challenges to the data center computing, and
energy efficiency is one of the most concerned problems. Researchers from various fields …

The implications from benchmarking three big data systems

J Quan, Y Shi, M Zhao, W Yang - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
Along with today's data explosion and application diversification, a variety of hardware
platforms for data centers are emerging and are attracting interests from both industry and …