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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
收藏
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浏览/下载:45/0
|
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
Graph Attention-Based MADRL for Access Control and Resource Allocation in Wireless Networked Control Systems
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2024, 卷号: 23, 期号: 11, 页码: 1-1
作者:
Wang, Zixin
;
Bennis, Mehdi
;
Zhou, Yong
Adobe PDF(3843Kb)
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收藏
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浏览/下载:320/1
|
提交时间:2024/08/23
Servers
Resource management
Optimization
Job shop scheduling
Stability criteria
Access control
Wireless sensor networks
power control
bandwidth allocation
wireless networked control system
Joint Beam Scheduling and Resource Allocation for Flexible RSMA-Aided Near-Field Communications
期刊论文
IEEE WIRELESS COMMUNICATIONS LETTERS, 2024, 卷号: 14, 期号: 2, 页码: 554-558
作者:
Zhou, Jiasi
;
Zhou, Cong
;
Mao, Yijie
;
Tellambura, Chintha
Adobe PDF(397Kb)
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浏览/下载:67/2
|
提交时间:2025/01/10
Benchmarking
Multiple access interference
Resource allocation
Simulated annealing
Future wireless networks
Interference management
Multiple access
Near fields
Near-field communication
Rate splitting
Rate splitting multiple access
Resources allocation
Scheduling/allocation
Spatial beams
Joint Device Scheduling and Resource Allocation for ISCC-Based Multi-View-Multi-Task Inference
期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2024, 卷号: PP, 期号: 99
作者:
Diao Wang
;
Dingzhu Wen
;
Yinghui He
;
Qimei Chen
;
Guangxu Zhu
Adobe PDF(5134Kb)
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收藏
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浏览/下载:179/4
|
提交时间:2024/09/18
Convex optimization
Integer programming
Resource allocation
Scheduling algorithms
Sensory analysis
Sensory perception
Device scheduling
Edge AI inference
Integrated sensing
Integrated sensing-communication-computation
Multi tasks
Multi-task optimization
Multi-views
Optimisations
Resources allocation
Scheduling/allocation
Online User-AP Association With Predictive Scheduling in Wireless Caching Networks
期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2022, 卷号: 21, 期号: 6, 页码: 2116-2129
作者:
Huang, Xi
;
Zhao, Shuang
;
Gao, Xin
;
Shao, Ziyu
;
Qian, Hua
Adobe PDF(1239Kb)
|
收藏
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浏览/下载:765/207
|
提交时间:2022/12/16
Stability
Stochastic systems
Throughput
Media streaming
Resource allocation
Queueing theory
Quality control
Scheduling
Analysis and simulation
Content delivery
Delay reduction
Predictive scheduling
Queue stability
Resource allocation schemes
Stochastic network optimizations
Throughput maximization
Joint Bandwidth Allocation, Computation Control, and Device Scheduling for Federated Learning with Energy Harvesting Devices
会议论文
CONFERENCE RECORD - ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, Virtual, Online, United states, October 31, 2022 - November 2, 2022
作者:
Li Zeng
;
Dingzhu Wen
;
Guangxu Zhu
;
Changsheng You
;
Qimei Chen
Adobe PDF(589Kb)
|
收藏
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浏览/下载:216/0
|
提交时间:2023/04/28
Bandwidth
Energy efficiency
Internet of things
Iterative methods
Computation control
Data distributed
Data utilities
Device scheduling
Device selection
Energy harvesting device
Federated learning
Massive data
Radio resources
Resources allocation
Task Offloading and Resource Allocation in CPU-GPU Heterogeneous Networks
会议论文
2022 IEEE GLOBAL COMMUNICATIONS CONFERENCE, GLOBECOM 2022 - PROCEEDINGS, Virtual, Online, Brazil, December 4, 2022 - December 8, 2022
作者:
Chenyu Gong
;
Mulei Ma
;
Liantao Wu
;
Wenxiang Liu
;
Yong Zhou
Adobe PDF(820Kb)
|
收藏
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浏览/下载:504/0
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提交时间:2023/03/10
omputation offloading
Computing power
Convex optimization
Energy utilization
Green computing
Heterogeneous networks
Integer programming
Multitasking
Nonlinear programming
Program processors
Resource allocation
Scheduling algorithms
Simulated annealing
Computing capability
Convex optimization algorithms
CPU-GPU
General purpose CPUs
Parallel com- puting
Research topics
Resources allocation
Simulated annealing optimization
Task offloading
Tasks scheduling
Multi-agent Reinforcement Learning for Dynamic Resource Management in 6G in-X Subnetworks
期刊论文
IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2022, 卷号: 22, 期号: 3, 页码: 1-1
作者:
Du, Xiao
;
Wang, Ting
;
Feng, Qiang
;
Ye, Chenhui
;
Tao, Tao
Adobe PDF(969Kb)
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收藏
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浏览/下载:638/163
|
提交时间:2022/11/04
Deep learning
Fertilizers
Information management
Multi agent systems
Natural resources management
Power control
Radio interference
Radio transmission
Resource allocation
Scheduling
6g mobile communication
Dynamic scheduling
Graph neural networks
Interference
Interference mitigation
Mobile communications
Multi agent
Multi-agent DRL
Power-control
Resource management
Subnetworks
Wireless communications
Online VNF Chaining and Predictive Scheduling: Optimality and Trade-Offs
期刊论文
IEEE-ACM TRANSACTIONS ON NETWORKING, 2021, 卷号: 29, 期号: 4, 页码: 1867 - 1880
作者:
Xi Huang
;
Simeng Bian
;
Xin Gao
;
Weijie Wu
;
Ziyu Shao
Adobe PDF(1236Kb)
|
收藏
|
浏览/下载:951/263
|
提交时间:2021/09/03
Servers
Dynamic scheduling
Processor scheduling
Optimization
Time factors
Resource management
Decision making
NFV
service chaining
resource allocation
predictive scheduling
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)
|
收藏
|
浏览/下载:399/0
|
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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