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Adaptively-Accelerated Parallel Stochastic Gradient Descent for High-Dimensional and Incomplete Data Representation Learning 期刊论文
IEEE TRANSACTIONS ON BIG DATA, 2024, 卷号: 10, 期号: 1, 页码: 92-107
Authors:  Qin, Wen;  Luo, Xin;  Zhou, Mengchu
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Parallel algorithm  industrial application  latent feature analysis  high-dimensional and incomplete data  stochastic gradient descent  parallelization shared-memory  data science  
Asynchronous Parallel Fuzzy Stochastic Gradient Descent for High-Dimensional Incomplete Data Representation 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 卷号: 32, 期号: 2, 页码: 445-459
Authors:  Qin, Wen;  Luo, Xin
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Training  Representation learning  Data models  Stochastic processes  Computational modeling  Analytical models  Proteins  Asynchronous parallelization  fuzzy optimization  high-dimensional incomplete (HDI) data  latent feature analysis (LFA)  shared-memory  stochastic gradient descent (SGD)  
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
Authors:  Nouri, Seyed Mohammad Reza;  Li, Han;  Venugopal, Srikumar;  Guo, Wenxia;  He, MingYun;  Tian, Wenhong
Adobe PDF(2063Kb)  |  Favorite  |  View/Download:154/0  |  Submit date:2019/04/18
Cloud computing  Autonomic decentralized elasticity  Reinforcement learning  Resource provisioning  Cloud applications  
Extensive exploration of comprehensive vehicle attributes using D-CNN with weighted multi-attribute strategy 期刊论文
IET INTELLIGENT TRANSPORT SYSTEMS, 2018, 卷号: 12, 期号: 3, 页码: 186-193
Authors:  Yan, Zhuo;  Feng, Youji;  Cheng, Cheng;  Fu, Jianting;  Zhou, Xiangdong;  Yuan, Jiahu
Adobe PDF(3776Kb)  |  Favorite  |  View/Download:247/0  |  Submit date:2018/06/04
Object Recognition  Feedforward Neural Nets  Learning (Artificial Intelligence)  Comprehensive Vehicle Attributes  D-cnn  Weighted Multiattribute Strategy  Deep Convolutional Neural Network  Surveillance Images  Vehicle Model Recognition  Make Recognition  Mtl Methods  Multitask Learning  Compcars Vehicle Dataset  Manufacturer Recognition  
Extensive exploration of comprehensive vehicle attributes using D- CNN with weighted multi-attribute strategy 期刊论文
IET Intelligent Transport Systems, 2018, 卷号: 12, 期号: 3, 页码: 186-193
Authors:  Yan, Zhuo;  Feng, Youji;  Cheng, Cheng;  Fu, Jianting;  Zhou, Xiangdong;  Yuan, Jiahu
Adobe PDF(3688Kb)  |  Favorite  |  View/Download:111/0  |  Submit date:2019/06/26
Analyzing energy-efficiency of two scheduling policies in compute-intensive applications on cloud 期刊论文
IEEE Access, 2018, 卷号: 6, 页码: 45515-45526
Authors:  Kuang, Ping;  Guo, Wenxia;  Xu, Xiang;  Li, Hongjian;  Tian, Wenhong;  Buyya, Rajkumar
Adobe PDF(9609Kb)  |  Favorite  |  View/Download:104/0  |  Submit date:2019/06/26
Analyzing Energy-Efficiency of Two Scheduling Policies in Compute-Intensive Applications on Cloud 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 45515-45526
Authors:  Kuang, Ping;  Guo, Wenxia;  Xu, Xiang;  Li, Hongjian;  Tian, Wenhong;  Buyya, Rajkumar
Adobe PDF(9609Kb)  |  Favorite  |  View/Download:105/0  |  Submit date:2018/11/01
Cloud Data Centers  Energy-aware Resource Scheduling  The Lower Bound  Energy Efficiency  Modified Interval Scheduling  
Coarse cluster enhancing collaborative recommendation for social network systems 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2017, 卷号: 483, 页码: 209-218
Authors:  Zhao, Yao-Dong;  Cai, Shi-Min;  Tang, Ming;  Shang, Min-Sheng
Adobe PDF(909Kb)  |  Favorite  |  View/Download:105/0  |  Submit date:2018/03/05
Recommender system  Social network system  Social tagging system  Tripartite graph  Time complexity  Collaborative user model  
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
Authors:  Xu, Minxian;  Tian, Wenhong;  Buyya, Rajkumar
Adobe PDF(1022Kb)  |  Favorite  |  View/Download:362/0  |  Submit date:2018/03/05
cloud computing  data centers  load balancing  placement algorithms  virtual machine  
Fat node leading tree for data stream clustering with density peaks 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2017, 卷号: 120, 页码: 99-117
Authors:  Xu, Ji;  Wang, Guoyin;  Li, Tianrui;  Deng, Weihui;  Gou, Guanglei
Adobe PDF(3853Kb)  |  Favorite  |  View/Download:102/0  |  Submit date:2018/03/15
Data Stream Clustering  Density Peaks  Fat Node Leading Tree  Change Point