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Supporting Dependent Task at Edge: A Computation-Communication-Cache Integrated Service Architecture

  • Beihang University
  • Zhongguancun Laboratory

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In this paper, we propose a forwarding and processing mechanism based on the Information-Centric Networking (ICN) architecture that supports with dependent task requests. This mechanism enables multi-stage distributed decision-making, multi-node collaborative forwarding of dependent task requests, and distributed execution of dependent tasks at the edge. Furthermore, within the multi-stage distributed decision-making paradigm, we introduce an acceleration method based on parallelism between task decision-making and task execution. Additionally, the proposed mechanism incorporates an local state synchronization method for task decisions to reduce synchronization overhead. Finally, we build a prototype system to implement and evaluate the proposed forwarding and processing mechanism, verifying its functional correctness and demonstrating its performance advantages compared to both IP and ICN-based architectures.

Original languageEnglish
Title of host publicationNetworking Systems of AI - 5th International Conference on Networking Systems of AI, INSAI 2025, Proceedings
EditorsZhiyun Lin, Xiao-ping (Steven) Zhang, Yanchuan Zhang, Tom H. Luan, Peng Sun
PublisherSpringer Science and Business Media Deutschland GmbH
Pages181-194
Number of pages14
ISBN (Print)9789819592982
DOIs
StatePublished - 2026
Event5th International Conference on Networking Systems of AI, INSAI 2025 - Shenzhen, China
Duration: 15 Nov 202517 Nov 2025

Publication series

NameCommunications in Computer and Information Science
Volume2894 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference5th International Conference on Networking Systems of AI, INSAI 2025
Country/TerritoryChina
CityShenzhen
Period15/11/2517/11/25

Keywords

  • computing request
  • dependent task
  • distributed system
  • edge computing
  • forwarding

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