Service Localization and User Satisfaction Enabled Multi-Tier Computing IoT System

Authors: Gong, Chenyu, Ma, Mulei, Zeng, Liekang, Yang, Yang, Wu, Liantao, Liu, Zening

Source: 2024 IEEE 44th International Conference on Distributed Computing Systems Workshops (ICDCSW) ICDCSW Distributed Computing Systems Workshops (ICDCSW), 2024 IEEE 44th International Conference on. :47-52 Jul, 2024

Relation: 2024 IEEE 44th International Conference on Distributed Computing Systems Workshops (ICDCSW)

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

Authors: Ye, Shengyuan, Du, Jiangsu, Zeng, Liekang, Ou, Wenzhong, Chu, Xiaowen, Lu, Yutong, Chen, Xu

Source: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Computer Communications, IEEE INFOCOM 2024 - IEEE Conference on. :1001-1010 May, 2024

Relation: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications

SECO: Multi-Satellite Edge Computing Enabled Wide-Area and Real-Time Earth Observation Missions

Authors: Zhai, Zhiwei, Zeng, Liekang, Ouyang, Tao, Yu, Shuai, Huang, Qianyi, Chen, Xu

Source: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Computer Communications, IEEE INFOCOM 2024 - IEEE Conference on. :2548-2557 May, 2024

Relation: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications

Delay Analysis of Multi-Priority Computing Tasks in Alibaba Cluster Traces

Authors: Gong, Chenyu, Ma, Mulei, Zeng, Liekang, Yang, Yang, Ge, Xiaohu, Wu, Liantao

Source: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) Computer Communications Workshops (INFOCOM WKSHPS), IEEE INFOCOM 2024 - IEEE Conference on. :1-6 May, 2024

Relation: IEEE INFOCOM 2024 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)

Green HERO: Energy-Efficient Hierarchical Federated Learning with Client Association in Industrial IoT

Authors: Gong, Chenyu, Ma, Mulei, Zeng, Liekang, Yang, Yang, Wu, Liantao

Source: IEEE Internet of Things Magazine IEEE Internet Things M. Internet of Things Magazine, IEEE. 7(5):30-36 Sep, 2024

Implementation of Big AI Models for Wireless Networks with Collaborative Edge Computing

Authors: Zeng, Liekang, Ye, Shengyuan, Chen, Xu, Yang, Yang

Source: IEEE Wireless Communications IEEE Wireless Commun. Wireless Communications, IEEE. 31(3):50-58 Jun, 2024

Pluto and Charon: A Time and Memory Efficient Collaborative Edge AI Framework for Personal LLMs Fine-Tuning

Authors: Ouyang, Bei, Ye, Shengyuan, Zeng, Liekang, Qian, Tianyi, Li, Jingyi, Chen, Xu

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2408.10746

Asteroid: Resource-Efficient Hybrid Pipeline Parallelism for Collaborative DNN Training on Heterogeneous Edge Devices

Authors: Ye, Shengyuan, Zeng, Liekang, Chu, Xiaowen, Xing, Guoliang, Chen, Xu

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2408.08015

Edge Graph Intelligence: Reciprocally Empowering Edge Networks with Graph Intelligence

Authors: Zeng, Liekang, Ye, Shengyuan, Chen, Xu, Zhang, Xiaoxi, Ren, Ju, Tang, Jian, Yang, Yang, Xuemin, Shen

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2407.15320

Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing

Authors: Li, Rui, Ouyang, Tao, Zeng, Liekang, Liao, Guocheng, Zhou, Zhi, Chen, Xu

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2406.19613

FlocOff: Data Heterogeneity Resilient Federated Learning with Communication-Efficient Edge Offloading

Authors: Ma, Mulei, Gong, Chenyu, Zeng, Liekang, Yang, Yang, Wu, Liantao

Subject Terms: Computer Science - Networking and Internet Architecture, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2405.18739

Chained-DP: Can We Recycle Privacy Budget?

Authors: Li, Jingyi, Huang, Guangjing, Zeng, Liekang, Chen, Lin, Chen, Xu

Source: 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS) Quality of Service (IWQoS), 2023 IEEE/ACM 31st International Symposium on. :1-4 Jun, 2023

Relation: 2023 IEEE/ACM 31st International Symposium on Quality of Service (IWQoS)

Real-Time High-Resolution Pedestrian Detection in Crowded Scenes via Parallel Edge Offloading

Authors: Wang, Hao, Bao, Hao, Zeng, Liekang, Luo, Ke, Chen, Xu

Source: ICC 2023 - IEEE International Conference on Communications Communications, ICC 2023 - IEEE International Conference on. :2173-2178 May, 2023

Relation: ICC 2023 - IEEE International Conference on Communications

Adaptive Progressive Image Enhancement for Edge-Assisted Mobile Vision

Authors: Feng, Daipeng, Zeng, Liekang, Pu, Lingjun, Chen, Xu

Source: 2022 18th International Conference on Mobility, Sensing and Networking (MSN) MSN Mobility, Sensing and Networking (MSN), 2022 18th International Conference on. :744-751 Dec, 2022

Relation: 2022 18th International Conference on Mobility, Sensing and Networking (MSN)

Floodet: A Lightweight Edge AI Model for Intelligent Flood Detection

Authors: Ou, Wenzhong, Zeng, Liekang, Chen, Xu

Source: 2023 IEEE Applied Sensing Conference (APSCON) Applied Sensing Conference (APSCON), 2023 IEEE. :1-3 Jan, 2023

Relation: 2023 IEEE Applied Sensing Conference (APSCON)

AdaDrone: Quality of Navigation Based Neural Adaptive Scheduling for Edge-Assisted Drones

Authors: Chen, Haowei, Zeng, Liekang, Zhang, Xiaoxi, Chen, Xu

Source: 2022 IEEE 42nd International Conference on Distributed Computing Systems (ICDCS) ICDCS Distributed Computing Systems (ICDCS), 2022 IEEE 42nd International Conference on. :548-558 Jul, 2022

Relation: 2022 IEEE 42nd International Conference on Distributed Computing Systems (ICDCS)

A3D: Adaptive, Accurate, and Autonomous Navigation for Edge-Assisted Drones

Authors: Zeng, Liekang, Chen, Haowei, Feng, Daipeng, Zhang, Xiaoxi, Chen, Xu

Subject Terms: Computer Science - Networking and Internet Architecture, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Robotics

Access URL: http://arxiv.org/abs/2307.09880

Serving Graph Neural Networks With Distributed Fog Servers For Smart IoT Services

Authors: Zeng, Liekang, Chen, Xu, Huang, Peng, Luo, Ke, Zhang, Xiaoxi, Zhou, Zhi

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/2307.01684

ColaSLAM: Real-Time Multi-Robot Collaborative Laser SLAM via Edge Computing

Authors: Huang, Peng, Zeng, Liekang, Luo, Ke, Guo, Jinhong, Zhou, Zhi, Chen, Xu

Source: 2021 IEEE/CIC International Conference on Communications in China (ICCC) Communications in China (ICCC), 2021 IEEE/CIC International Conference on. :242-247 Jul, 2021

Relation: 2021 IEEE/CIC International Conference on Communications in China (ICCC)

GNN at the Edge: Cost-Efficient Graph Neural Network Processing over Distributed Edge Servers

Authors: Zeng, Liekang, Yang, Chongyu, Huang, Peng, Zhou, Zhi, Yu, Shuai, Chen, Xu

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Machine Learning, Computer Science - Networking and Internet Architecture, Computer Science - Social and Information Networks

Access URL: http://arxiv.org/abs/2210.17281