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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
Privacy-Preserving Coded Schemes for Multi-Server Federated Learning with Straggling Links
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2025, 卷号: 20, 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:63/3
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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
Federated Low-Rank Adaptation for Large Language Model Fine-Tuning Over Wireless Networks
会议论文
GLOBECOM 2024 - 2024 IEEE GLOBAL COMMUNICATIONS CONFERENCE, Cape Town, South Africa, 8-12 Dec. 2024
作者:
Zixin Wang
;
Yong Zhou
;
Yuanming Shi
;
Khaled. B. Letaief
Adobe PDF(931Kb)
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浏览/下载:66/1
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提交时间:2025/03/18
Edge computing
Frequency allocation
Integer programming
Learning to rank
Mixed-integer linear programming
Problem oriented languages
Resource allocation
Critical challenges
Device scheduling
Distributed data
Fine tuning
Fine-tuning methods
Global models
Language model
Learning performance
On-line algorithms
Radio resources
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:169/3
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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
A distributed software system for integrating data-intensive imaging methods in a hard X-ray nanoprobe beamline at the SSRF
期刊论文
JOURNAL OF SYNCHROTRON RADIATION, 2024, 卷号: 31, 页码: 1234-1240
作者:
Zhang, Peicheng
;
Jiang, Zhisen
;
He, Yan
;
Li, Aiguo
Adobe PDF(5771Kb)
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浏览/下载:241/5
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提交时间:2024/09/20
distributed software system
synchrotron radiation big data
ptychography
parallel computing
Asymptotically Optimal Coded Distributed Computing via Combinatorial Designs
期刊论文
IEEE/ACM TRANSACTIONS ON NETWORKING, 2024, 卷号: 32, 期号: 4, 页码: 3018-3033
作者:
Cheng, Minquan
;
Wu, Youlong
;
Li, Xianxian
;
Wu, Dianhua
Adobe PDF(818Kb)
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浏览/下载:396/64
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提交时间:2024/03/22
Coded distributed computing
asymptotically optimal
$t$ -design
$t$ -GDD
Distributed Task Offloading in Cooperative Mobile Edge Computing Networks
期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2024, 卷号: 73, 期号: 7, 页码: 10487-10501
作者:
Wang, Dandan
;
Zhu, Hongbin
;
Qiu, Chenyang
;
Zhou, Yong
;
Lu, Jie
Adobe PDF(1816Kb)
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浏览/下载:556/5
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提交时间:2024/02/23
Distributed optimization
edge server cooperation
mobile edge computing
task offloading
Cascaded Code Distributed Computing With Low Complexity and Improved Flexibility
预印本
2024
作者:
Zhang, Mingming
;
Wu, Youlong
;
Cheng, Minquan
;
Wu, Dianhua
Adobe PDF(689Kb)
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浏览/下载:270/1
|
提交时间:2024/06/03
Cascaded coded distributed computing
MapReduce
computation-communication tradeoff
GNN-Aided Distributed GAN with Partially Observable Social Graph
会议论文
IEEE WCNC 2024, Dubai, United Arab Emirates, 21-24 April 2024
作者:
Chen, Ming
;
Wang, Shangshang
;
Zhang, Tianyi
;
Shao, Ziyu
;
Yang, Yang
Adobe PDF(12034Kb)
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浏览/下载:370/2
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提交时间:2024/03/14
Budget control
Deep learning
E-learning
Energy utilization
Graph neural networks
Ubiquitous computing
Distributed data
Distributed implementation
Edge computing
Edge-based
End-devices
Energy budgets
Graph neural networks
Limited energies
Social graphs
Social ties
On the Optimality of Data Exchange for Master-Aided Edge Computing Systems
期刊论文
IEEE TRANSACTIONS ON COMMUNICATIONS, 2023, 卷号: 71, 期号: 3
作者:
Haoning Chen
;
Junfeng Long
;
Shuai Ma
;
Mingjian Tang
;
Youlong Wu
Adobe PDF(1653Kb)
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收藏
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浏览/下载:274/0
|
提交时间:2023/09/11
Distributed computing
MapReduce
computation
communication
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