Cover Image

Efficient Local-to-Global Collaborative Perception via Joint Communication and Computation Optimization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Hui, Yang, Yuquan, Gong, Zechuan, Xu, Xiaohua, Sung, Dan Keun
Format:	Preprint
Published:	2026
Subjects:	Distributed, Parallel, and Cluster Computing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SGCP: A Self-Organized Game-Theoretic Framework For Collaborative Perception
by: Gong, Zechuan, et al.
Published: (2026)

EdgeShard: Efficient LLM Inference via Collaborative Edge Computing
by: Zhang, Mingjin, et al.
Published: (2024)

Online Optimization of DNN Inference Network Utility in Collaborative Edge Computing
by: Li, Rui, et al.
Published: (2024)

Communication-Efficient Collaborative LLM Inference over LEO Satellite Networks
by: Zhang, Songge, et al.
Published: (2026)

Pier: Efficient Large Language Model pretraining with Relaxed Global Communication
by: Fan, Shuyuan, et al.
Published: (2025)

CoEdge-RAG: Optimizing Hierarchical Scheduling for Retrieval-Augmented LLMs in Collaborative Edge Computing
by: Hong, Guihang, et al.
Published: (2025)

Lagom: Unleashing the Power of Communication and Computation Overlapping for Distributed LLM Training
by: Xu, Guanbin, et al.
Published: (2026)

Accelerating End-Cloud Collaborative Inference via Near Bubble-free Pipeline Optimization
by: Gao, Luyao, et al.
Published: (2024)

Energy Efficient Federated Learning with Hyperdimensional Computing over Wireless Communication Networks
by: Ding, Yahao, et al.
Published: (2026)

SimDC: A High-Fidelity Device Simulation Platform for Device-Cloud Collaborative Computing
by: Pei, Ruiguang, et al.
Published: (2025)

Alternative Mixed Integer Linear Programming Optimization for Joint Job Scheduling and Data Allocation in Grid Computing
by: Feng, Shengyu, et al.
Published: (2025)

A Joint Time and Energy-Efficient Federated Learning-based Computation Offloading Method for Mobile Edge Computing
by: Mukherjee, Anwesha, et al.
Published: (2024)

Federated Inference for Heterogeneous LLM Communication and Collaboration
by: Chen, Zihan, et al.
Published: (2026)

A Cascaded Graph Neural Network for Joint Root Cause Localization and Analysis in Edge Computing Environments
by: Fernando, Duneesha, et al.
Published: (2026)

Cross-region Model Training with Communication-Computation Overlapping and Delay Compensation
by: Zhu, Ying, et al.
Published: (2025)

Syncopate: Efficient Multi-GPU AI Kernels via Automatic Chunk-Centric Compute-Communication Overlap
by: Qiang, Xinwei, et al.
Published: (2026)

Joint Optimization of Offloading, Batching and DVFS for Multiuser Co-Inference
by: Xu, Yaodan, et al.
Published: (2025)

Communication-Efficient Serving for Video Diffusion Models with Latent Parallelism
by: Wu, Zhiyuan, et al.
Published: (2025)

CCRSat: A Collaborative Computation Reuse Framework for Satellite Edge Computing Networks
by: Zhang, Ye, et al.
Published: (2025)

Unleashing Collaborative Computing for Adaptive Video Streaming with Multi-objective Optimization in Satellite Terrestrial Networks
by: Shen, Zhishu, et al.
Published: (2024)

LSH-MoE: Communication-efficient MoE Training via Locality-Sensitive Hashing
by: Nie, Xiaonan, et al.
Published: (2024)

UNIQ: Communication-Efficient Distributed Quantum Computing via Unified Nonlinear Integer Programming
by: Zhong, Hui, et al.
Published: (2025)

Energy-Efficient Joint Offloading and Resource Allocation for Deadline-Constrained Tasks in Multi-Access Edge Computing
by: Gao, Chuanchao, et al.
Published: (2025)

Collaborative Resource Management and Workloads Scheduling in Cloud-Assisted Mobile Edge Computing across Timescales
by: Tang, Lujie, et al.
Published: (2024)

Energy-Efficient Federated Learning for Edge Real-Time Vision via Joint Data, Computation, and Communication Design
by: Hou, Xiangwang, et al.
Published: (2025)

Distributed Generative Inference of LLM at Internet Scales with Multi-Dimensional Communication Optimization
by: Chen, Jiu, et al.
Published: (2026)

Communication-and-Computation Efficient Split Federated Learning: Gradient Aggregation and Resource Management
by: Liang, Yipeng, et al.
Published: (2025)

Communication Round and Computation Efficient Exclusive Prefix-Sums Algorithms (for MPI_Exscan)
by: Träff, Jesper Larsson
Published: (2025)

LLM-Enhanced Deep Reinforcement Learning for Task Offloading in Collaborative Edge Computing
by: Guo, Hao, et al.
Published: (2026)

Communication-Computation Pipeline Parallel Split Learning over Wireless Edge Networks
by: Liu, Chenyu, et al.
Published: (2025)

DFedSat: Communication-Efficient and Robust Decentralized Federated Learning for LEO Satellite Constellations
by: Yang, Minghao, et al.
Published: (2024)

On-the-fly Communication-and-Computing to Enable Representation Learning for Distributed Point Clouds
by: Chen, Xu, et al.
Published: (2024)

CondenseGraph: Communication-Efficient Distributed GNN Training via On-the-Fly Graph Condensation
by: Zhang, Zizhao, et al.
Published: (2026)

Distributed Computation with Local Advice
by: Balliu, Alkida, et al.
Published: (2024)

The Topology of Local Computing in Networks
by: Fraigniaud, Pierre, et al.
Published: (2020)

Integrated Sensing, Communication, and Computing: An Information-oriented Resource Transaction Mechanism
by: Chen, Ning, et al.
Published: (2024)

TileLink: Generating Efficient Compute-Communication Overlapping Kernels using Tile-Centric Primitives
by: Zheng, Size, et al.
Published: (2025)

Barycentric Coded Distributed Computing with Flexible Recovery Threshold for Collaborative Mobile Edge Computing
by: Qiu, Houming, et al.
Published: (2025)

Energy Efficient Federated Learning with Hyperdimensional Computing (HDC)
by: Ding, Yahao, et al.
Published: (2026)

Collaborative Inference for Large Models with Task Offloading and Early Exiting
by: Xie, Zuan, et al.
Published: (2024)