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检索条件"主题词=Distributed Optimization Algorithm"
26 条 记 录,以下是21-30 订阅
Sparse Gradient Compression for distributed SGD  24th
Sparse Gradient Compression for Distributed SGD
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24th International Conference on Database Systems for Advanced Applications (DASFAA)
作者: Sun, Haobo Shao, Yingxia Jiang, Jiawei Cui, Bin Lei, Kai Xu, Yu Wang, Jiang Peking Univ Sch Elect & Comp Engn Shenzhen Peoples R China BUPT Beijing Key Lab Intelligent Telecommun Software & Beijing Peoples R China Peking Univ Ctr Data Sci Beijing Peoples R China Natl Engn Lab Big Data Anal & Applicat Beijing Peoples R China Tencent Inc Shenzhen Peoples R China
Communication bandwidth is a bottleneck in distributed machine learning, and limits the system scalability. The transmission of gradients often dominates the communication in distributed SGD. One promising technique i... 详细信息
来源: 评论
distributed Finite-Time Economic Dispatch of a Network of Energy Resources
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IEEE TRANSACTIONS ON SMART GRID 2017年 第2期8卷 822-832页
作者: Chen, Gang Ren, Jianghong Feng, E. Ning Chongqing Univ Minist Educ Key Lab Dependable Serv Comp Cyber Phys Soc Chongqing 400044 Peoples R China Chongqing Univ Coll Automat Chongqing 400044 Peoples R China
The physical power infrastructure is moving from the centralized structure to the distributed structure for enabling integration of distributed energy resources. Due to the large number of distributed energy resources... 详细信息
来源: 评论
KunPeng: Parameter Server based distributed Learning Systems and Its Applications in Alibaba and Ant Financial  17
KunPeng: Parameter Server based Distributed Learning Systems...
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23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
作者: Zhou, Jun Li, Xiaolong Zhao, Peilin Chen, Chaochao Li, Longfei Yang, Xinxing Cui, Qing Yu, Jin Chen, Xu Ding, Yi Qi, Yuan Alan Ant Financial Serv Grp Hangzhou Zhejiang Peoples R China Alibaba Cloud Hangzhou Zhejiang Peoples R China
In recent years, due to the emergence of Big Data (terabytes or petabytes) and Big Model (tens of billions of parameters), there has been an ever-increasing need of parallelizing machine learning (ML) algorithms in bo... 详细信息
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distributed Transmission Expansion Planning in Multi-Area Electric Power Systems
Distributed Transmission Expansion Planning in Multi-Area El...
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IEEE Power-and-Energy-Society Innovative Smart Grid Technologies Conference (ISGT)
作者: Kargarian, Amin Rahmani, Mohsen Falahati, Bamdad Louisiana State Univ Div Elect & Comp Engn Baton Rouge LA 70803 USA Carnegie Mellon Univ Dept Engn & Publ Policy Pittsburgh PA 15213 USA Schweitzer Engn Labs SEL Irvine CA USA
This paper presents a distributed transmission expansion planning (TEP) approach for multi-area power systems. A local TEP is formulated for each area with respect to local characteristics of that area as well as powe... 详细信息
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Bi-level optimal dispatch in the Virtual Power Plant considering uncertain agents number
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NEUROCOMPUTING 2015年 167卷 551-557页
作者: Yu, Jie Jiao, Yiping Wang, Xiaolong Cao, Jinde Fei, Shumin Southeast Univ Sch Elect Engn Nanjing 210096 Jiangsu Peoples R China Southeast Univ Sch Automat Nanjing 210096 Jiangsu Peoples R China Southeast Univ Dept Math Nanjing 210096 Jiangsu Peoples R China King Abdulaziz Univ Fac Sci Dept Math Jeddah 21589 Saudi Arabia
In smart grid, virtual power plant (VPP) is a novel solution to distributed Energy Resources (DER) in the power grid. Same for traditional power plants, VPP should provide electricity generation to power grid accordin... 详细信息
来源: 评论
distributed quadratic programming under Asynchronous and Lossy Communications via Newton-Raphson Consensus
Distributed quadratic programming under Asynchronous and Los...
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European Control Conference (ECC)
作者: Carli, Ruggero Notarstefano, Giuseppe Schenato, Luca Varagnolo, Damiano Univ Padua Dept Informat Engn Via Gradenigo 6-a I-35131 Padua Italy Univ Salento Dept Engn I-73100 Lecce Italy Lulea Univ Technol Dept Comp Sci Elect & Space Engn S-97187 Lulea Sweden
Quadratic optimization problems appear in several interesting estimation, learning and control tasks. To solve these problems in peer-to-peer networks it is necessary to design distributed optimization algorithms supp... 详细信息
来源: 评论