ASGrid: Autonomic management of hybrid sensor grid systems and applications

Xiaolin Li, Xinxin Liu, Han Zhao, Huanyu Zhao, Nanyan Jiang, Manish Parashar

Research output: Contribution to journalArticlepeer-review

11 Scopus citations

Abstract

In this paper, we propose an autonomic management framework (ASGrid) to address the requirements of emerging large-scale applications in hybrid grid and sensor network systems. To the best of our knowledge, we are the first who proposed the notion of autonomic sensor grid systems in a holistic manner, aiming at non-trivial large applications. To bridge the gap between the physical world and the digital world and facilitate information analysis and decision making, ASGrid is designed to smooth the integration of sensor networks and grid systems and efficiently use both on demand. Under the blueprint of ASGrid, we present several building blocks that fulfill the following major features: (1) self-configuration through content-based aggregation and associative rendezvous mechanisms; (2) self-optimisation through utility-based sensor selection, model-driven hierarchical sensing task scheduling and auction-based game-theoretic approach for grid scheduling; (3) self-protection through ActiveKey dynamic key management and S3Trust trust management mechanisms. Experimental and simulation results on these aspects are presented.

Original languageEnglish (US)
Pages (from-to)234-250
Number of pages17
JournalInternational Journal of Sensor Networks
Volume6
Issue number3-4
DOIs
StatePublished - 2009

All Science Journal Classification (ASJC) codes

  • Control and Systems Engineering
  • Computer Science Applications
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

Keywords

  • Autonomic computing
  • Data aggregation
  • Grid computing
  • Hybrid distributed systems
  • Key management
  • Network security
  • Peer-to-peer computing
  • Task scheduling
  • Trust management
  • WSNs
  • Wireless sensor networks

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