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Coded Distributed Computing with Pre-set Data Placement and Output Functions Assignment
期刊论文
IEEE TRANSACTIONS ON INFORMATION THEORY, 2025, 卷号: PP, 期号: 99, 页码: 2195-2217
作者:
Yuhan Wang
;
Youlong Wu
Adobe PDF(4150Kb)
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浏览/下载：121/2
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提交时间：2025/01/13
Coded transmission
Coding
Communication load
Data output
Data placement
Distributed computing systems
Function assignment
Heterogeneous
Optimality
Output functions
Communication-Efficient Centralized and Decentralized Coded Caching for Hierarchical Cache-Aided Networks
期刊论文
IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2025, 卷号: PP, 期号: 99
作者:
Youlong Wu
;
Xiyu Song
;
Ke Wang
;
Shujie Cao
;
Jiahui Chen
Adobe PDF(1503Kb)
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浏览/下载：53/1
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提交时间：2025/03/03
Caching scheme
Centralised
Coded caching
Coded symbols
Communication delays
Communication load
Decentralised
Hierarchical caches
Relay network
State-of-the-art scheme
Privacy-Preserving Coded Schemes for Multi-Server Federated Learning with Straggling Links
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: PP, 期号: 99, 页码: 1222-1236
作者:
Kai Liang
;
Songze Li
;
Ming Ding
;
Feng Tian
;
Youlong Wu
Adobe PDF(3029Kb)
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浏览/下载：58/2
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提交时间：2025/01/06
Adversarial machine learning
Differential privacy
Coding computing
Communication load
Distributed learning
Global models
Lagrange
Local model
Multiservers
Secure aggregations
Straggling link
Uplink communication
Coded Computing for Multi-cluster Distributed Computations
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Youlong Wu
;
Chenglin Li
;
Haoyang Hu
;
Xiyu Song
;
Shuai Ma
Adobe PDF(2887Kb)
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浏览/下载：280/1
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提交时间：2024/08/26
Encoding (symbols)
Cluster communication
Coded computation
Communication load
Downlink
Encodings
Map-reduce
Symbol
Task analysis
Uplink
Workers'
On Exploiting Network Topology for Hierarchical Coded Multi-task Learning
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2024, 卷号: PP, 期号: 99, 页码: 1-1
作者:
Haoyang Hu
;
Songze Li
;
Minquan Cheng
;
Shuai Ma
;
Yuanming Shi
Adobe PDF(3872Kb)
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收藏
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浏览/下载：312/1
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提交时间：2024/04/01
Multi-task learning
coding techniques
distributed learning
hierarchical systems
communication load
Communication-Efficient Coded Computing for Distributed Multi-Task Learning
会议论文
IEEE TRANSACTIONS ON COMMUNICATIONS
作者:
Hu, Haoyang
;
Wu, Youlong
;
Shi, Yuanming
Adobe PDF(8448Kb)
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收藏
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浏览/下载：426/1
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提交时间：2023/08/11
Distributed computer systems
Job analysis
Learning systems
Linearization
Coding
Communication load
Computational modelling
Distributed database
Distributed learning
Downlink
Encodings
Multitask learning
Task analysis
Uplink
On the Optimality of Data Exchange for Master-Aided Edge Computing Systems
会议论文
IEEE TRANSACTIONS ON COMMUNICATIONS
作者:
Chen, Haoning
;
Long, Junfeng
;
Ma, Shuai
;
Tang, Mingjian
;
Wu, Youlong
Adobe PDF(1653Kb)
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浏览/下载：321/0
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提交时间：2023/04/07
Digital storage
Edge computing
Electronic data interchange
Internet of things
Job analysis
Signal encoding
Communication latency
Computational modelling
Computing system
Edge computing
Encodings
Load modeling
Map-reduce
Optimality
Symbol
Task analysis
Coded Distributed Computing for Hierarchical Multi-task Learning
会议论文
2023 IEEE INFORMATION THEORY WORKSHOP, ITW 2023, Saint-Malo, France, April 23, 2023 - April 28, 2023
作者:
Hu, Haoyang
;
Li, Songze
;
Cheng, Minquan
;
Wu, Youlong
Adobe PDF(1091Kb)
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收藏
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浏览/下载：490/106
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提交时间：2023/08/11
Distributed computer systems
Learning systems
Linearization
Central servers
Coded computing
Communication load
Distributed learning
Downlink transmissions
Learn+
Learning models
Multitask learning
Single task learning
User need
Communication-Efficient Coded Computing for Distributed Multi-Task Learning
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 卷号: 71, 期号: 7, 页码: 1-1
作者:
Haoyang Hu
;
Youlong Wu
;
Yuanming Shi
;
Songze Li
;
Chunxiao Jiang
Adobe PDF(8448Kb)
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收藏
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浏览/下载：432/0
|
提交时间：2023/06/09
Distributed computer systems
Job analysis
Learning systems
Linearization
Coding
Communication load
Computational modelling
Distributed database
Distributed learning
Downlink
Encodings
Multitask learning
Task analysis
Uplink
Efficient Coded Distributed Computing via Joint Cellular and D2D Communications
会议论文
IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, Seoul, Korea, Republic of, May 16, 2022 - May 20, 2022
作者:
Tu, Haoyu
;
Zai, Qixuan
;
Li, Chenglin
;
Wu, Youlong
Adobe PDF(1133Kb)
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收藏
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浏览/下载：265/0
|
提交时间：2022/09/23
Distributed computer systems
Access points
Between clusters
Cellulars
Communication load
D2D
D2D communications
Disjoint clusters
Distributed computations
Multiple user
Uplink communication
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