Cover Image

Galaxy: A Resource-Efficient Collaborative Edge AI System for In-situ Transformer Inference

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ye, Shengyuan, Du, Jiangsu, Zeng, Liekang, Ou, Wenzhong, Chu, Xiaowen, Lu, Yutong, Chen, Xu
Format:	Preprint
Published:	2024
Subjects:	Distributed, Parallel, and Cluster Computing Artificial Intelligence Machine Learning Networking and Internet Architecture
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Jupiter: Fast and Resource-Efficient Collaborative Inference of Generative LLMs on Edge Devices
by: Ye, Shengyuan, et al.
Published: (2025)

Resource-Efficient Personal Large Language Models Fine-Tuning with Collaborative Edge Computing
by: Ye, Shengyuan, et al.
Published: (2024)

Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices
by: Ye, Shengyuan, et al.
Published: (2024)

Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing
by: Zeng, Liekang, et al.
Published: (2024)

Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence
by: Zeng, Liekang, et al.
Published: (2024)

PerLLM: Personalized Inference Scheduling with Edge-Cloud Collaboration for Diverse LLM Services
by: Yang, Zheming, et al.
Published: (2024)

Temporal-Aware GPU Resource Allocation for Distributed LLM Inference via Reinforcement Learning
by: Du, Chengze, et al.
Published: (2025)

Contention-Aware Microservice Deployment in Collaborative Mobile Edge Networks
by: Ge, Xinlei, et al.
Published: (2024)

Multi-Source Coflow Scheduling in Collaborative Edge Computing with Multihop Network
by: Sahni, Yuvraj, et al.
Published: (2024)

Surviving the Edge: Federated Learning under Networking and Resource Constraints
by: Mwanje, Mike, et al.
Published: (2026)

A Task Decomposition and Planning Framework for Efficient LLM Inference in AI-Enabled WiFi-Offload Networks
by: Han, Mingqi, et al.
Published: (2026)

Smaller, Smarter, Closer: The Edge of Collaborative Generative AI
by: Morabito, Roberto, et al.
Published: (2025)

SARS: A Resource Selection Algorithm for Autonomous Driving Tasks in Heterogeneous Mobile Edge Computing
by: Zakerian, Reza, et al.
Published: (2024)

Trust-Aware Routing for Distributed Generative AI Inference at the Edge
by: Nguyen, Chanh, et al.
Published: (2026)

Urgent Edge Computing
by: Dazzi, Patrizio, et al.
Published: (2024)

Edge Offloading in Smart Grid
by: Arcas, Gabriel Ioan, et al.
Published: (2024)

EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning
by: Hao, Yijun, et al.
Published: (2024)

EdgeLinker: Practical Blockchain-based Framework for Healthcare Fog Applications to Enhance Security in Edge-IoT Data Communications
by: Zarkesh, Mahdi Akbari, et al.
Published: (2024)

Placing Timely Refreshing Services at the Network Edge
by: Li, Xishuo, et al.
Published: (2024)

Diffusion Models on the Edge: Challenges, Optimizations, and Applications
by: Zheng, Dongqi
Published: (2025)

Towards Timely Video Analytics Services at the Network Edge
by: Li, Xishuo, et al.
Published: (2024)

An Open-Source Experimentation Framework for the Edge Cloud Continuum
by: Koukis, Georgios, et al.
Published: (2024)

Network Anomaly Detection in Distributed Edge Computing Infrastructure
by: Marfo, William, et al.
Published: (2025)

GENIO: Synergizing Edge Computing with Optical Network Infrastructures
by: Cesarano, Carmine, et al.
Published: (2025)

PeerSync: Accelerating Containerized Service Delivery at the Network Edge
by: Deng, Yinuo, et al.
Published: (2025)

TriCloudEdge: A multi-layer Cloud Continuum
by: Violettas, George, et al.
Published: (2026)

Strategic Server Deployment under Uncertainty in Mobile Edge Computing
by: Tran, Duc A., et al.
Published: (2025)

Decentralized Network Topology Design for Task Offloading in Mobile Edge Computing
by: Ma, Ke, et al.
Published: (2024)

Topology-aware Microservice Architecture in Edge Networks: Deployment Optimization and Implementation
by: Chen, Yuang, et al.
Published: (2025)

A Multi-Layered Distributed Computing Framework for Enhanced Edge Computing
by: Ma, Ke, et al.
Published: (2024)

Deduplicator: When Computation Reuse Meets Load Balancing at the Network Edge
by: Azad, Md Washik Al, et al.
Published: (2024)

ncsim: A Lightweight Simulator for Networked Edge Computing with Wireless Interference Modeling
by: Krishnamachari, Bhaskar, et al.
Published: (2026)

Multitier Service Migration Framework Based on Mobility Prediction in Mobile Edge Computing
by: Yang, Run, et al.
Published: (2024)

ClusterSlice: A Zero-touch Deployment Platform for the Edge Cloud Continuum
by: Mamatas, Lefteris, et al.
Published: (2024)

Dynamic DAG-Application Scheduling for Multi-Tier Edge Computing in Heterogeneous Networks
by: Li, Xiang, et al.
Published: (2024)

Risk-Aware and Stable Edge Server Selection Under Network Latency SLOs
by: Liyanage, Mohan, et al.
Published: (2026)

Lightweight Latency Prediction Scheme for Edge Applications: A Rational Modelling Approach
by: Liyanage, Mohan, et al.
Published: (2025)

Edge-assisted Parallel Uncertain Skyline Processing for Low-latency IoE Analysis
by: Lai, Chuan-Chi, et al.
Published: (2025)

The Fog Development Kit: A Development Platform for SDN-based Edge-Fog Systems
by: Powell, Colton, et al.
Published: (2019)

Hurry: Dynamic Collaborative Framework For Low-orbit Mega-Constellation Data Downloading
by: Luo, Handong, et al.
Published: (2024)