7 citations · 7 across the 3 of their papers we have counts for
3 papers
cs.DC2017
AccurateML: Information-aggregation-based Approximate Processing for Fast and Accurate Machine Learning on MapReduce
Rui Han, Fan Zhang, Zhentao Wang
The growing demands of processing massive datasets have promoted irresistible trends of running machine learning applications on MapReduce. When processing large input data, it is…
cs.DC2016
AccuracyTrader: Accuracy-aware Approximate Processing for Low Tail Latency and High Result Accuracy in Cloud Online Services
Rui Han, Siguang Huang, Fei Tang +2
Modern latency-critical online services such as search engines often process requests by consulting large input data spanning massive parallel components. Hence the tail latency of…
cs.PF2015★ 7 cited
Benchmarking Big Data Systems: State-of-the-Art and Future Directions
Rui Han, Zhen Jia, Wanling Gao +2
The great prosperity of big data systems such as Hadoop in recent years makes the benchmarking of these systems become crucial for both research and industry communities. The compl…