A workload-based analysis of software aging, and rejuvenation

Published

Journal Article

We present a hierarchical model for the analysis of proactive fault management in the presence of system resource leaks. At the low level of the model hierarchy is a degradation model in which we use a nonhomogeneous Markov chain to establish an explicit connection between resource leaks, and the failure rate. With the degradation model, we prove that the failure rate is asymptotically constant in the absence of resource leaks, and it is increasing as leaks occur & accumulate, which confirms the resource leaks as an aging source. The proactive fault management (PFM) is modeled at the higher level as a semi-Markov process. The PFM model takes as input the degradation analysis from the low-level model, and allows us to determine optimal rejuvenation schedules with respect to various system measures. © 2005 IEEE.

Full Text

Duke Authors

Cited Authors

  • Bao, Y; Sun, X; Trivedi, KS

Published Date

  • September 1, 2005

Published In

Volume / Issue

  • 54 / 3

Start / End Page

  • 541 - 548

International Standard Serial Number (ISSN)

  • 0018-9529

Digital Object Identifier (DOI)

  • 10.1109/TR.2005.853442

Citation Source

  • Scopus