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HybridTune: Spatio-Temporal Performance Data Correlation for Performance Diagnosis of Big Data Systems 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2019, 卷号: 34, 期号: 6, 页码: 1167-1184
作者:  Ren, Rui;  Cheng, Jiechao;  He, Xi-Wen;  Wang, Lei;  Zhan, Jian-Feng;  Gao, Wan-Ling;  Luo, Chun-Jie
收藏  |  浏览/下载:46/0  |  提交时间:2020/12/10
Big Data system  spatio-temporal correlation  rule-based diagnosis  machine learning  
Parameter Estimation with the Ordered l(2) Regularization via an Alternating Direction Method of Multipliers 期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 20, 页码: 17
作者:  Humayoo, Mahammad;  Cheng, Xueqi
收藏  |  浏览/下载:87/0  |  提交时间:2020/12/10
ADMM  big data  feature selection  optimization  ridge regression  ordered regularization  elastic net  
A Study on Big Knowledge and Its Engineering Issues 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2019, 卷号: 31, 期号: 9, 页码: 1630-1644
作者:  Lu, Ruqian;  Jin, Xiaolong;  Zhang, Songmao;  Qiu, Meikang;  Wu, Xindong
收藏  |  浏览/下载:80/0  |  提交时间:2019/12/10
Big data  knowledge engineering  big data knowledge engineering  big knowledge  massiveness characteristics  big-knowledge system  big-knowledge engineering  life cycle  
Profit optimization in service-oriented data market: A Stackelberg game approach 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 卷号: 95, 页码: 17-25
作者:  Shen, Bo;  Shen, Yulong;  Ji, Wen
收藏  |  浏览/下载:83/0  |  提交时间:2019/08/16
Internet of vehicles  Big data  Deep learning  Economics  Pricing  
PIM-WEAVER: A High Energy-efficient, General-purpose Acceleration Architecture for String Operations in Big Data Processing 期刊论文
SUSTAINABLE COMPUTING-INFORMATICS & SYSTEMS, 2019, 卷号: 21, 页码: 129-142
作者:  Li, Wenming;  Ye, Xiaochun;  Wang, Da;  Zhang, Hao;  Tang, Zhimin;  Fan, Dongrui;  Sun, Ninghui
收藏  |  浏览/下载:141/0  |  提交时间:2019/08/16
PIM  String operations  Acceleration architecture  Big data  HMC  
Aggregating correlated cold data to minimize the performance degradation and power consumption of cold storage nodes 期刊论文
JOURNAL OF SUPERCOMPUTING, 2019, 卷号: 75, 期号: 2, 页码: 662-687
作者:  Hu, Cheng;  Deng, Yuhui
收藏  |  浏览/下载:75/0  |  提交时间:2019/08/16
Big data  Clustered storage system  Power state switching  Energy-aware  Data placement  Data correlation  
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:78/0  |  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