Bio-inspired error detection for complex systems

Martin Drozda*, Iain Bate, Jon Timmis

*Awdur cyfatebol y gwaith hwn

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (Nid-Cyfnodolyn fathau)

9 Dyfyniadau(SciVal)

Crynodeb

In a number of areas, for example, sensor networks and systems of systems, complex networks are being used as part of applications that have to be dependable and safe. A common feature of these networks is they operate in a de-centralised manner and are formed in an ad-hoc manner and are often based on individual nodes that were not originally developed specifically for the situation that they are to be used. In addition, the nodes and their environment will have different behaviours over time, and there will be little knowledge during development of how they will interact. A key challenge is therefore how to understand what behaviour is normal from that which is abnormal so that the abnormal behaviour can be detected, and be prevented from affecting other parts of the system where appropriate recovery can then be performed. In this paper we review the state of the art in bio-inspired approaches, discuss how they can be used for error detection as part of providing a safe dependable sensor network, and then provide and evaluate an efficient and effective approach to error detection.

Iaith wreiddiolSaesneg
TeitlProceedings - 2011 17th IEEE Pacific Rim International Symposium on Dependable Computing, PRDC 2011
CyhoeddwrIEEE Press
Tudalennau154-163
Nifer y tudalennau10
ISBN (Argraffiad)9780769545905
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 2011
Cyhoeddwyd yn allanolIe
Digwyddiad17th IEEE Pacific Rim International Symposium on Dependable Computing, PRDC 2011 - Pasadena, CA, Unol Daleithiau America
Hyd: 12 Rhag 201114 Rhag 2011

Cyfres gyhoeddiadau

EnwProceedings of IEEE Pacific Rim International Symposium on Dependable Computing, PRDC
ISSN (Argraffiad)1541-0110

Cynhadledd

Cynhadledd17th IEEE Pacific Rim International Symposium on Dependable Computing, PRDC 2011
Gwlad/TiriogaethUnol Daleithiau America
DinasPasadena, CA
Cyfnod12 Rhag 201114 Rhag 2011

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