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Landscape of Big Medical Data: A Pragmatic Survey on Prioritized Tasks 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 15590-15611
作者:  Zhang, Zhifei;  Gao, Wanling;  Zhang, Fan;  Huang, Yunyou;  Dai, Shaopeng;  Fan, Fanda;  Zhan, Jianfeng;  Du, Mengjia;  Yin, Silin;  Xiong, Longxin;  Du, Juan;  Cheng, Yumei;  Zhou, Xiexuan;  Ren, Rui;  Wang, Lei;  Ye, Hainan
收藏  |  浏览/下载:79/0  |  提交时间:2019/04/03
Big medical data  quantified self  disease classification  disease diagnosis  drug discovery  publicly available data  benchmarks  algorithms  systems  multi-disciplinary collaboration  
Benchmarking Big Data Systems: A Review 期刊论文
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2018, 卷号: 11, 期号: 3, 页码: 580-597
作者:  Han, Rui;  John, Lizy Kurian;  Zhan, Jianfeng
收藏  |  浏览/下载:43/0  |  提交时间:2019/12/10
Big data systems  benchmarks  input data  workloads  metrics  
GraphDuo: A Dual-Model Graph Processing Framework 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 35057-35071
作者:  Tian, Xinhui;  Zhan, Jianfeng
收藏  |  浏览/下载:52/0  |  提交时间:2019/12/10
Data processing  distributed processing  graph theory  large-scale systems  
CLAP: Component-Level Approximate Processing for Low Tail Latency and High Result Accuracy in Cloud Online Services 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2017, 卷号: 28, 期号: 8, 页码: 2190-2203
作者:  Han, Rui;  Huang, Siguang;  Wang, Zhentao;  Zhan, Jianfeng
收藏  |  浏览/下载:44/0  |  提交时间:2019/12/12
Cloud online services  tail latency  result accuracy  component-level approximate processing  aggregated data points