Cover Image

Distributed Collaborative Inference System in Next-Generation Networks and Communication

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Chuan, Zheng, Xixi, Tao, Xiaolong, Hu, Chenfei, Zhang, Weiting, Zhu, Liehuang
Format:	Preprint
Published:	2024
Subjects:	Networking and Internet Architecture Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Empowering Computing and Networks Convergence System with Distributed Cooperative Routing
by: Hu, Yujiao, et al.
Published: (2024)

Optimization of Private Semantic Communication Performance: An Uncooperative Covert Communication Method
by: Zhang, Wenjing, et al.
Published: (2025)

Pinching Antennas Meet AI in Next-Generation Wireless Networks
by: Fang, Fang, et al.
Published: (2025)

Toward Agentic AI: Generative Information Retrieval Inspired Intelligent Communications and Networking
by: Zhang, Ruichen, et al.
Published: (2025)

"X of Information'' Continuum: A Survey on AI-Driven Multi-dimensional Metrics for Next-Generation Networked Systems
by: Wu, Beining, et al.
Published: (2025)

AI-driven Intent-Based Networking Approach for Self-configuration of Next Generation Networks
by: Hossain, Md. Kamrul, et al.
Published: (2026)

AgentxGCore: Agentic AI for Next-Generation Mobile Core Network
by: Barbosa, Maria Katarine Santana, et al.
Published: (2026)

Advanced Architectures Integrated with Agentic AI for Next-Generation Wireless Networks
by: Dev, Kapal, et al.
Published: (2025)

Swarm Intelligence for Next-Generation Wireless Networks: Recent Advances and Applications
by: Pham, Quoc-Viet, et al.
Published: (2020)

Generative AI for the Optimization of Next-Generation Wireless Networks: Basics, State-of-the-Art, and Open Challenges
by: Khoramnejad, Fahime, et al.
Published: (2024)

When UAV Swarm Meets IRS: Collaborative Secure Communications in Low-altitude Wireless Networks
by: Li, Jiahui, et al.
Published: (2025)

AI-Native Integrated Sensing and Communications for Self-Organizing Wireless Networks: Architectures, Learning Paradigms, and System-Level Design
by: Zhang, S., et al.
Published: (2025)

CBA: Communication-Bound-Aware Cross-Domain Resource Assignment for Pipeline-Parallel Distributed LLM Training in Dynamic Multi-DC Optical Networks
by: Fu, Dianxuan, et al.
Published: (2025)

Optimal In-Network Distribution of Learning Functions for a Secure-by-Design Programmable Data Plane of Next-Generation Networks
by: Spina, Mattia Giovanni, et al.
Published: (2024)

Synergizing AI and Digital Twins for Next-Generation Network Optimization, Forecasting, and Security
by: Zhang, Zifan, et al.
Published: (2025)

Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G
by: Yu, Xiaoxue, et al.
Published: (2024)

Intra-DP: A High Performance Collaborative Inference System for Mobile Edge Computing
by: Sun, Zekai, et al.
Published: (2025)

Agentic Peer-to-Peer Networks: From Content Distribution to Capability and Action Sharing
by: Wang, Taotao, et al.
Published: (2026)

A Deep Reinforcement Learning Approach for Adaptive Traffic Routing in Next-gen Networks
by: Abrol, Akshita, et al.
Published: (2024)

SLA-Aware Distributed LLM Inference Across Device-RAN-Cloud
by: Yet, Hariz, et al.
Published: (2026)

Deterministic Computing Power Networking: Architecture, Technologies and Prospects
by: Jia, Qingmin, et al.
Published: (2024)

Dynamic Spectrum Access for Ambient Backscatter Communication-assisted D2D Systems with Quantum Reinforcement Learning
by: Van Huynh, Nguyen, et al.
Published: (2024)

Image Generative Semantic Communication with Multi-Modal Similarity Estimation for Resource-Limited Networks
by: Hosonuma, Eri, et al.
Published: (2024)

AURA: Adaptive Unified Reasoning and Automation with LLM-Guided MARL for NextG Cellular Networks
by: Nourzad, Narjes, et al.
Published: (2025)

Enabling Immersive XR Collaborations over FTTR Networks (Invited)
by: Mondal, Sourav, et al.
Published: (2025)

MoE$^2$: Optimizing Collaborative Inference for Edge Large Language Models
by: Jin, Lyudong, et al.
Published: (2025)

Generative AI for Data Augmentation in Wireless Networks: Analysis, Applications, and Case Study
by: Wen, Jinbo, et al.
Published: (2024)

Federated Agentic AI for Wireless Networks: Fundamentals, Approaches, and Applications
by: Cai, Lingyi, et al.
Published: (2026)

A Survey on Cloud-Edge-Terminal Collaborative Intelligence in AIoT Networks
by: Wu, Jiaqi, et al.
Published: (2025)

STAR-RIS-assisted Collaborative Beamforming for Low-altitude Wireless Networks
by: Liang, Xinyue, et al.
Published: (2025)

Towards Agentic AI Networking in 6G: A Generative Foundation Model-as-Agent Approach
by: Xiao, Yong, et al.
Published: (2025)

Large AI Model-Enabled Secure Communications in Low-Altitude Wireless Networks: Concepts, Perspectives and Case Study
by: Zhang, Chuang, et al.
Published: (2025)

Trustworthy Semantic Communication for Vehicular Networks: Challenges and Solutions
by: Pan, Yanghe, et al.
Published: (2025)

Revisiting Outage for Edge Inference Systems
by: Wang, Zhanwei, et al.
Published: (2025)

Continual Learning to Generalize Forwarding Strategies for Diverse Mobile Wireless Networks
by: Park, Cheonjin, et al.
Published: (2025)

Neural Quantile Optimization for Edge-Cloud Networking
by: Du, Bin, et al.
Published: (2023)

Maximizing User Connectivity in AI-Enabled Multi-UAV Networks: A Distributed Strategy Generalized to Arbitrary User Distributions
by: Li, Bowei, et al.
Published: (2024)

User Head Movement-Predictive XR in Immersive H2M Collaborations over Future Enterprise Networks
by: Mondal, Sourav, et al.
Published: (2025)

Agentic AI for Integrated Sensing and Communication: Analysis, Framework, and Case Study
by: Xie, Wenwen, et al.
Published: (2025)

DRL-Based RAT Selection in a Hybrid Vehicular Communication Network
by: Yacheur, Badreddine Yacine, et al.
Published: (2024)