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检索条件"主题词=coded computation"
56 条 记 录,以下是1-10 订阅
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coded computation Against Processing Delays for Virtualized Cloud-Based Channel Decoding
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IEEE TRANSACTIONS ON COMMUNICATIONS 2019年 第1期67卷 28-38页
作者: Aliasgari, Malihe Kliewer, Jorg Simeone, Osvaldo New Jersey Inst Technol Dept Elect & Comp Engn Newark NJ 07102 USA Kings Coll London Dept Informat London WC2R 2LS England
The uplink of a cloud radio access network architecture is studied in which decoding at the cloud takes place via network function virtualization on commercial off-the-shelf servers. In order to mitigate the impact of... 详细信息
来源: 评论
coded computation Across Shared Heterogeneous Workers With Communication Delay
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IEEE TRANSACTIONS ON SIGNAL PROCESSING 2022年 70卷 3371-3385页
作者: Sun, Yuxuan Zhang, Fan Zhao, Junlin Zhou, Sheng Niu, Zhisheng Gunduz, Deniz Tsinghua Univ Beijing Natl Res Ctr Informat Sci & Technol Dept Elect Engn Beijing 100084 Peoples R China Chinese Univ Hong Kong Shenzhen Shenzhen 518172 Peoples R China Imperial Coll London Dept Elect & Elect Engn London SW7 2BT England Univ Modena & Reggio Emilia UNIMORE Dept Engn Enzo Ferrari I-41121 Modena Italy
Distributed computing enables large-scale computation tasks to be processed by multiple workers in parallel. However, the randomness of communication and computation delays across the workers causes the straggler effe... 详细信息
来源: 评论
coded computation Over Heterogeneous Workers With Random Task Arrivals
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IEEE COMMUNICATIONS LETTERS 2021年 第7期25卷 2338-2342页
作者: Zhang, Fan Sun, Yuxuan Zhou, Sheng Tsinghua Univ Beijing Natl Res Ctr Informat Sci & Technol Dept Elect Engn Beijing 100084 Peoples R China
Considering the scheduling and allocation of tasks among multiple servers, distributed machine learning faces the problem of the straggler effect as well as system heterogeneity, e.g., the computation time of the slow... 详细信息
来源: 评论
coded computation Over Heterogeneous Clusters
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IEEE TRANSACTIONS ON INFORMATION THEORY 2019年 第7期65卷 4227-4242页
作者: Reisizadeh, Amirhossein Prakash, Saurav Pedarsani, Ramtin Avestimehr, Amir Salman Univ Calif Santa Barbara Dept Elect & Comp Engn Santa Barbara CA 93106 USA Univ Southern Calif Dept Elect & Comp Engn Los Angeles CA 90089 USA
In large-scale distributed computing clusters, such as Amazon EC2, there are several types of "system noise" that can result in major degradation of performance: system failures, bottlenecks due to limited c... 详细信息
来源: 评论
coded computation Over Heterogeneous Clusters
Coded Computation Over Heterogeneous Clusters
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IEEE International Symposium on Information Theory (ISIT)
作者: Reisizadeh, Amirhossein Prakash, Saurav Pedarsani, Ramtin Avestimehr, Amir Salman Univ Calif Santa Barbara Dept Elect & Comp Engn Santa Barbara CA 93106 USA Univ Southern Calif Dept Elect & Comp Engn Los Angeles CA 90089 USA
In large-scale distributed computing clusters, such as Amazon EC2, there are several types of "system noise" that can result in major degradation of performance: system failures, bottlenecks due to limited c... 详细信息
来源: 评论
coded computation Against Straggling Decoders for Network Function Virtualization
Coded Computation Against Straggling Decoders for Network Fu...
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IEEE International Symposium on Information Theory (ISIT)
作者: Aliasgari, Malihe Kliewer, Jorg Simeone, Osvaldo New Jersey Inst Technol Helen & John C Hartmann Dept Elect & Comp Engn Newark NJ 07102 USA Kings Coll London Dept Informat London England
The uplink of a cloud radio access network architecture is studied in which decoding at the cloud takes place via network function virtualization (NFV) on commercial off-the-shelf (COTS) servers. In order to mitigate ... 详细信息
来源: 评论
Private Secure coded computation
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IEEE COMMUNICATIONS LETTERS 2019年 第11期23卷 1918-1921页
作者: Kim, Minchul Lee, Jungwoo Seoul Natl Univ Dept Elect & Comp Engn Commun & Machine Learning Lab Seoul 08826 South Korea
We present private secure coded computation that ensures both the master's privacy and data security against the workers, where the master aims to compute a function of its private data and a specific data in a li... 详细信息
来源: 评论
Block-Division-Based Wireless coded computation
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IEEE WIRELESS COMMUNICATIONS LETTERS 2022年 第2期11卷 283-287页
作者: Chen, Li Han, Kaifeng Du, Ying Wang, Zhiqin Univ Sci & Technol China Dept Elect Engn & Informat Sci Hefei 230027 Anhui Peoples R China China Acad Informat & Commun Technol Beijing 100191 Peoples R China
coded computation is an efficient way to mitigate the straggler effect in a distributed computing system. In this letter, we study an open problem for distributed computing that how to exploit the computed results of ... 详细信息
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Wireless coded computation With Error Detection
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IEEE TRANSACTIONS ON COMMUNICATIONS 2024年 第3期72卷 1273-1289页
作者: Fang, Borui Chen, Li Chen, Yunfei You, Changsheng Chen, Xiaohui Wang, Weidong Univ Sci & Technol China Dept Elect Engn & Informat Sci Hefei 230027 Anhui Peoples R China Univ Durham Dept Engn Durham DH1 3LE England Southern Univ Sci & Technol SUSTech Dept Elect & Elect Engn Shenzhen 518055 Peoples R China
In wireless networks with distributed computing, the computational performance is limited by stragglers. To mitigate the stragglers' effect, coded computation is adopted through computational redundancy. Moreover,... 详细信息
来源: 评论
Latency Optimization for Luby Transform coded computation in Wireless Networks
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IEEE WIRELESS COMMUNICATIONS LETTERS 2023年 第2期12卷 197-201页
作者: Fang, Borui Han, Kaifeng Wang, Zhiqin Chen, Li Univ Sci & Technol China Dept Elect Engn & Informat Sci Hefei 230027 Peoples R China China Acad Informat & Commun Technol Mobile Commun Innovat Ctr Beijing 100191 Peoples R China
Luby transform (LT) code has attracted a significant attention due to its rateless property and low decoding complexity in distributed computing networks. However, for wireless networks, the frequent interaction in LT... 详细信息
来源: 评论