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A momentum-incorporated latent factorization of tensors model for temporal-aware QoS missing data prediction 期刊论文
NEUROCOMPUTING, 2019, 卷号: 367, 页码: 299-307
作者:  Wang, Qingxian;  Chen, Minzhi;  Shang, Mingsheng;  Luo, Xin
收藏  |  浏览/下载:444/0  |  提交时间:2019/12/03
Big Data  QoS prediction  Temporal-aware QoS prediction  Stochastic gradient descent  Latent factorization of tensors  Momentum method  
Autonomic decentralized elasticity based on a reinforcement learning controller for cloud applications 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 卷号: 94, 页码: 765-780
作者:  Nouri, Seyed Mohammad Reza;  Li, Han;  Venugopal, Srikumar;  Guo, Wenxia;  He, MingYun;  Tian, Wenhong
Adobe PDF(2063Kb)  |  收藏  |  浏览/下载:145/0  |  提交时间:2019/04/18
Cloud computing  Autonomic decentralized elasticity  Reinforcement learning  Resource provisioning  Cloud applications  
Elastic-net regularized latent factor analysis-based models for recommender systems 期刊论文
NEUROCOMPUTING, 2019, 卷号: 329, 页码: 66-74
作者:  Wang, Dexian;  Chen, Yanbin;  Guo, Junxiao;  Shi, Xiaoyu;  He, Chunlin;  Luo, Xin;  Yuan, Huaqiang
Adobe PDF(1965Kb)  |  收藏  |  浏览/下载:212/0  |  提交时间:2019/01/17
Big data  Recommender systems  Collaborative filtering  Latent factor analysis  Elastic-net  Regularization  Latent factor distribution  
Joint Operator Scaling and Placement for Distributed Stream Processing Applications in Edge Computing 会议论文
17th International Conference on Service-Oriented Computing, ICSOC 2019, Toulouse, France, October 28, 2019 - October 31, 2019
作者:  Peng, Qinglan;  Xia, Yunni;  Wang, Yan;  Wu, Chunrong;  Luo, Xin;  Lee, Jia
收藏  |  浏览/下载:171/0  |  提交时间:2020/02/18
Momentum-incorporated latent factorization of tensors for extracting temporal patterns from QoS data 会议论文
2019 IEEE International Conference on Systems, Man and Cybernetics, SMC 2019, Bari, Italy, October 6, 2019 - October 9, 2019
作者:  Chen, Minzhi;  Wu, Hao;  He, Chunlin;  Chen, Sili
收藏  |  浏览/下载:141/0  |  提交时间:2020/02/18
Mobility-aware and migration-enabled online edge user allocation in mobile edge computing 会议论文
26th IEEE International Conference on Web Services, ICWS 2019, Milan, Italy, July 8, 2019 - July 13, 2019
作者:  Peng, Qinglan;  Xia, Yunni;  Feng, Zeng;  Lee, Jia;  Wu, Chunrong;  Luo, Xin;  Zheng, Wanbo;  Liu, Hui;  Qin, Yidan;  Chen, Peng
收藏  |  浏览/下载:147/0  |  提交时间:2020/02/18
A data-aware latent factor model for web service Qos prediction 会议论文
23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2019, Macau, China, April 14, 2019 - April 17, 2019
作者:  Wu, Di;  Luo, Xin;  Shang, Mingsheng;  He, Yi;  Wang, Guoyin;  Wu, Xindong
收藏  |  浏览/下载:167/0  |  提交时间:2020/02/18