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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  
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
Incorporation of Efficient Second-Order Solvers Into Latent Factor Models for Accurate Prediction of Missing QoS Data 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 4, 页码: 1216-1228
作者:  Luo, Xin;  Zhou, MengChu;  Li, Shuai;  Xia, Yunni;  You, Zhu-Hong;  Zhu, QingSheng;  Leung, Hareton
收藏  |  浏览/下载:517/0  |  提交时间:2018/06/04
Big data  latent factor model  missing data prediction  quality-of-service (QoS)  second-order solver  service computing sparse matrices  Web service  
On minimizing total energy consumption in the scheduling of virtual machine reservations 期刊论文
Journal of Network and Computer Applications, 2018, 卷号: 113, 页码: 64-74
作者:  Tian, Wenhong;  He, Majun;  Guo, Wenxia;  Huang, Wenqiang;  Shi, Xiaoyu;  Shang, Mingsheng;  Toosi, Adel Nadjaran;  Buyya, Rajkumar
Adobe PDF(4775Kb)  |  收藏  |  浏览/下载:137/0  |  提交时间:2019/06/26
Randomized latent factor model for high-dimensional and sparse matrices from industrial applications 会议论文
15th IEEE International Conference on Networking, Sensing and Control, ICNSC 2018, Zhuhai, China, March 27, 2018 - March 29, 2018
作者:  Chen, Jia;  Luo, Xin
Adobe PDF(5259Kb)  |  收藏  |  浏览/下载:129/0  |  提交时间:2019/06/25
An inherently nonnegative latent factor model for high-dimensional and sparse matrices from industrial applications 期刊论文
IEEE Transactions on Industrial Informatics, 2018, 卷号: 14, 期号: 5, 页码: 2011-2022
作者:  Luo, Xin;  Zhou, Mengchu;  Li, Shuai;  Shang, Mingsheng
Adobe PDF(805Kb)  |  收藏  |  浏览/下载:414/0  |  提交时间:2019/06/26
An Energy-Aware and Under-SLA-Constraints VM Consolidation Strategy Based on the Optimal Matching Method 期刊论文
INTERNATIONAL JOURNAL OF WEB SERVICES RESEARCH, 2017, 卷号: 14, 期号: 4, 页码: 75-89
作者:  Li, WeiLing;  Wang, Yongbo;  Wang, Yuandou;  Xia, YunNi;  Luo, Xin;  Wu, Quanwang
收藏  |  浏览/下载:83/0  |  提交时间:2018/06/04
Cloud  CloudSim Toolkit  Datacenter  Virtual Machine Consolidation  
On dynamic performance estimation of fault-prone Infrastructure-as-a-Service clouds 期刊论文
INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2017, 卷号: 13, 期号: 7, 页码: 11
作者:  Zheng, Wanbo;  Wang, Yuandou;  Xia, Yunni;  Wu, Quanwang;  Wu, Lei;  Guo, Kunyin;  Li, Weiling;  Luo, Xin;  Zhu, Qingsheng
Adobe PDF(1186Kb)  |  收藏  |  浏览/下载:91/0  |  提交时间:2018/03/05
Infrastructure-as-a-service Cloud  Performance Prediction  Pareto Distribution  
A survey on load balancing algorithms for virtual machines placement in cloud computing 期刊论文
CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2017, 卷号: 29, 期号: 12, 页码: 16
作者:  Xu, Minxian;  Tian, Wenhong;  Buyya, Rajkumar
Adobe PDF(1022Kb)  |  收藏  |  浏览/下载:356/0  |  提交时间:2018/03/05
cloud computing  data centers  load balancing  placement algorithms  virtual machine