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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: 71, 期号: 3, 页码: 2195-2217
作者:
Yuhan Wang
;
Youlong Wu
Adobe PDF(4150Kb)
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浏览/下载:133/2
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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
Coded Computing for Half-Duplex Wireless Distributed Computing Systems via Interference Alignment
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 11, 页码: 17399-17414
作者:
Huang, Zhenhao
;
Yuan, Kai
;
Ma, Shuai
;
Bi, Yue
;
Wu, Youlong
Adobe PDF(9052Kb)
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浏览/下载:170/3
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提交时间:2024/11/29
Communication latency
Computation loads
Computing scheme
Delivery time
Distributed computing systems
Distributed nodes
Half-duplex
Interference alignment
Map-reduce
Parallel com- puting
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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浏览/下载:530/128
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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
Code Distributed Computing for Hierarchical MapReduce Systems
会议论文
2023 8TH INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION SYSTEMS, ICCCS 2023, Hybrid, Guangzhou, China, April 21, 2023 - April 24, 2023
作者:
Chengkang Pang
;
Youlong Wu
Adobe PDF(2497Kb)
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收藏
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浏览/下载:428/0
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提交时间:2023/07/28
Distributed computer systems
Hierarchical systems
Central servers
Distributed computations
Distributed computing networks
File placement
Map-reduce
Output functions
Relay node
Switch nodes
Uplink communication
Workers'
Enhancing Intellectual Property Protection in Deep Neural Network with Confidential Computing
会议论文
PROCEEDINGS - 2022 IEEE SMARTWORLD, UBIQUITOUS INTELLIGENCE AND COMPUTING, AUTONOMOUS AND TRUSTED VEHICLES, SCALABLE COMPUTING AND COMMUNICATIONS, DIGITAL TWIN, PRIVACY COMPUTING, METAVERSE, SMARTWORLD/UIC/ATC/SCALCOM/DIGITALTWIN/PRICOMP/METAVERSE 2022, Haikou, China, December 15, 2022 - December 18, 2022
作者:
Wensheng Tian
;
Ruiyan Xia
;
Zhichao Yan
;
Panpan Tang
;
Yonggang Tu
Adobe PDF(284Kb)
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浏览/下载:262/0
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提交时间:2023/09/08
Deep neural networks
Digital watermarking
Distillation
Distributed computer systems
Computational resources
Confidential computing
Data preprocessing
Inference models
Intellectual property protection
Learning models
Neural network model
Protection techniques
Public clouds
Training process
Coding Schemes and Resource Allocations for the Multi-Task Coded Distributed Computation
会议论文
2021 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS WORKSHOPS, ICC WORKSHOPS 2021 - PROCEEDINGS, Virtual, Online, June 14, 2021 - June 23, 2021
作者:
Yi, Lihui
;
Cao, Shu-Jie
;
Wu, Youlong
Adobe PDF(2034Kb)
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收藏
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浏览/下载:418/0
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提交时间:2021/12/03
Linear programming
Allocation strategy
Coding scheme
Distributed computations
Distributed computing systems
Optimal coding
Re sources
Resource allocation strategies
Scheduling strategies
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