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Large-Scale and Scalable Latent Factor Analysis via Distributed Alternative Stochastic Gradient Descent for Recommender Systems 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2022, 卷号: 8, 期号: 2, 页码: 420-431
作者:  Shi, Xiaoyu;  He, Qiang;  Luo, Xin;  Bai, Yanan;  Shang, Mingsheng
收藏  |  浏览/下载：70/0  |  提交时间：2022/08/22
Recommender systems  Training  Optimization  Big Data  Cloud computing  Computational modeling  Sparse matrices  Recommender system  latent factor analysis  high-dimensional and sparse matrices  alternative stochastic gradient descent  distributed computing  
DCCR: Deep Collaborative Conjunctive Recommender for Rating Prediction 期刊论文
IEEE ACCESS, 2019, 卷号: 7, 页码: 60186-60198
作者:  Wang, Qingxian;  Peng, Binbin;  Shi, Xiaoyu;  Shang, Tianqi;  Shang, Mingsheng
Adobe PDF(4751Kb)  |  收藏  |  浏览/下载：142/0  |  提交时间：2019/06/24
Recommender systems  collaborative filtering  rating prediction  denoising autoencoders  multi layered perceptron  
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
TCR: Temporal-CNN for Reviews Based Recommendation System 会议论文
2nd International Conference on Deep Learning Technologies, ICDLT 2018, Chongqing, China, June 27, 2018 - June 29, 2018
作者:  Mao, Yelu;  Shi, Xiaoyu;  Shang, Ming-Sheng;  Zhang, Ying
Adobe PDF(508Kb)  |  收藏  |  浏览/下载：898/1  |  提交时间：2019/06/25
User Heterogeneity and Individualized Recommender 期刊论文
CHINESE PHYSICS LETTERS, 2017, 卷号: 34, 期号: 6, 页码: 4
作者:  Wang, Qing-Xian;  Zhang, Jun-Jie;  Shi, Xiao-Yu;  Shang, Ming-Sheng
Adobe PDF(566Kb)  |  收藏  |  浏览/下载：79/0  |  提交时间：2018/03/05
PAPMSC: Power-Aware Performance Management Approach for Virtualized Web Servers via Stochastic Control 期刊论文
JOURNAL OF GRID COMPUTING, 2016, 卷号: 14, 期号: 1, 页码: 171-191
作者:  Shi, Xiaoyu;  Dong, Jin;  Djouadi, Seddik M.;  Feng, Yong;  Ma, Xiao;  Wang, Yefu
Adobe PDF(1140Kb)  |  收藏  |  浏览/下载：112/0  |  提交时间：2018/03/15
Virtualization  Power efficiency  Resource management  Stochastic control  Web application  
Power-aware performance management of virtualized enterprise servers via robust adaptive control 期刊论文
CLUSTER COMPUTING-THE JOURNAL OF NETWORKS SOFTWARE TOOLS AND APPLICATIONS, 2015, 卷号: 18, 期号: 1, 页码: 419-433
作者:  Shi, Xiaoyu;  Briere, Christopher A.;  Djouadi, Seddik M.;  Wang, Yefu;  Feng, Yong
Adobe PDF(1398Kb)  |  收藏  |  浏览/下载：75/0  |  提交时间：2018/03/15
Virtualization  Power efficiency  Performance management  Robust control  Server