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08/21/2023
AI-Assisted Slicing-Based Resource Management for Two-Tier Radio Access Networks
While network slicing has become a prevalent approach to service differe...
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05/30/2023
Millimeter Wave Full-Duplex Networks: MAC Design and Throughput Optimization
Full-duplex (FD) technique can remarkably boost the network capacity in ...
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05/26/2023
Digital Twin-Based 3D Map Management for Edge-Assisted Mobile Augmented Reality
In this paper, we design a 3D map management scheme for edge-assisted mo...
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03/07/2023
Toward Immersive Communications in 6G
The sixth generation (6G) networks are expected to enable immersive comm...
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01/02/2023
Holistic Network Virtualization and Pervasive Network Intelligence for 6G
In this tutorial paper, we look into the evolution and prospect of netwo...
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12/31/2022
Cost-Effective Two-Stage Network Slicing for Edge-Cloud Orchestrated Vehicular Networks
In this paper, we study a network slicing problem for edge-cloud orchest...
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11/24/2022
Digital Twin-Driven Computing Resource Management for Vehicular Networks
This paper presents a novel approach for computing resource management o...
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10/06/2022
Digital Twin-Empowered Network Planning for Multi-Tier Computing
In this paper, we design a resource management scheme to support statefu...
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06/06/2022
Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks
Federated learning (FL) over resource-constrained wireless networks has ...
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04/18/2022
Split Learning over Wireless Networks: Parallel Design and Resource Management
Split learning (SL) is a collaborative learning framework, which can tra...
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04/14/2022
Sign Bit is Enough: A Learning Synchronization Framework for Multi-hop All-reduce with Ultimate Compression
Traditional one-bit compressed stochastic gradient descent can not be di...
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08/14/2021
Efficient Federated Meta-Learning over Multi-Access Wireless Networks
Federated meta-learning (FML) has emerged as a promising paradigm to cop...
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05/18/2021
AI-Native Network Slicing for 6G Networks
With the global roll-out of the fifth generation (5G) networks, it is ne...
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05/14/2021
Slicing-Based AI Service Provisioning on Network Edge
Edge intelligence leverages computing resources on network edge to provi...
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12/03/2020
Dynamic RAN Slicing for Service-Oriented Vehicular Networks via Constrained Learning
In this paper, we investigate a radio access network (RAN) slicing probl...
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11/22/2020
MAC for Machine Type Communications in Industrial IoT – Part II: Scheduling and Numerical Results
In the second part of this paper, we develop a centralized packet transm...
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11/22/2020
MAC for Machine Type Communications in Industrial IoT – Part I: Protocol Design and Analysis
In this two-part paper, we propose a novel medium access control (MAC) p...
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02/09/2020
Robust Online Composition, Routing and NF Placement for NFV-enabled Services
Network function virtualization (NFV) fosters innovation in the networki...
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02/09/2020
A Virtual Network Customization Framework for Multicast Services in NFV-enabled Core Networks
The paradigm of network function virtualization (NFV) with the support o...
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09/07/2019
Fast mmwave Beam Alignment via Correlated Bandit Learning
Beam alignment (BA) is to ensure the transmitter and receiver beams are ...
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07/30/2019
Optimal Dynamic Multi-Resource Management in Earth Observation Oriented Space Information Networks
Space information network (SIN) is an innovative networking architecture...
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04/08/2019
Delay-Aware Flow Migration for Embedded Services in 5G Core Networks
Service-oriented virtual network deployment is based on statistical reso...
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03/15/2019
Cloud-Edge Coordinated Processing: Low-Latency Multicasting Transmission
Recently, edge caching and multicasting arise as two promising technolog...
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02/22/2019
An SDN-Based Transmission Protocol with In-Path Packet Caching and Retransmission
In this paper, a comprehensive software-defined networking (SDN) based t...
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07/25/2018
Game-Theoretic Optimization for Machine-Type Communications Under QoS Guarantee
Massive machine-type communication (mMTC) is a new focus of services in ...
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02/06/2018