Adapting to node failure in sensor network query processing

Alan B. Stokes, Alvaro A A Fernandes, Norman W. Paton

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

    Abstract

    The typical nodes used in mote-level wireless sensor networks (WSNs) are often brittle and severely resource-constrained. In particular, nodes are often battery-powered, thereby making energy depletion a significant risk. When changes to the connectivity graph occur as a result of node failure, the overall computation may collapse unless it is capable of adapting to the new WSN state. Sensor network query processors (SNQPs) construe a WSN as a distributed, continuous query platform where the streams of sensed values constitute the logical extents of interest. Crucially, in the context of this paper, they must make assumptions about the connectivity graph of the WSN at compile time that are likely not to hold for the lifetime of the compiled query evaluation plans (QEPs) the SNQPs generate. This paper address the problem of ensuring that a QEP continues to execute even if some nodes fail. The goal is to extend the lifetime of the QEP, i.e., the period during which it produces results, beyond the point where node failures start to occur. We contribute descriptions of two different approaches that have been implemented in an existing SNQP and present experimental results indicating that each significantly increases the overall lifetime of a query compared with non adaptive approach. © 2013 Springer-Verlag.
    Original languageEnglish
    Title of host publicationLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|Lect. Notes Comput. Sci.
    Pages33-47
    Number of pages14
    Volume7968
    DOIs
    Publication statusPublished - 2013
    Event29th British National Conference on Databases, BNCOD 2013 - Oxford
    Duration: 1 Jul 2013 → …

    Conference

    Conference29th British National Conference on Databases, BNCOD 2013
    CityOxford
    Period1/07/13 → …

    Keywords

    • Resilience
    • Sensor Network Query Processors
    • Wireless Sensor Networks

    Fingerprint

    Dive into the research topics of 'Adapting to node failure in sensor network query processing'. Together they form a unique fingerprint.

    Cite this