RAMI PUZIS

Senior Academic

A particle swarm model for estimating reliability and scheduling system maintenance

Modifying data and information system components may introduce new errors and deteriorate the reliability of the system. Reliability can be efficiently regained with reliability centred maintenance, which requires reliability estimation for maintenance scheduling. A variant of the particle swarm model is used to estimate reliability of systems implemented according to the model view controller paradigm. Simulations based on data collected from an online system of a large financial institute are used to compare three component-level maintenance policies. Results show that appropriately scheduled component-level maintenance greatly reduces the cost of upholding an acceptable level of reliability by reducing the need in system-wide maintenance.

Publication language English
Pages 349-377
Journal Enterprise Information Systems
Volume 10
Issue number 4
Publication status Published - 03.05.2016

Keywords

information systems
maintenance
reliability
reliability centred maintenance
security
swarm intelligence

ASJC Scopus subject areas

Computer Science Applications
Information Systems and Management