The Failure Trace Archive: Enabling Comparative Analysis of Failures in Diverse Distributed Systems

Derrick Kondo 1 Bahman Javadi 1 Alexandru Iosup 2 Dick Epema 2
1 MESCAL - Middleware efficiently scalable
Inria Grenoble - Rhône-Alpes, LIG - Laboratoire d'Informatique de Grenoble
Abstract : With the increasing functionality and complexity of distributed systems, resource failures are inevitable. While numerous models and algorithms for dealing with failures exist, the lack of public trace data sets and tools have prevented meaningful comparisons. To facilitate the design, validation, and comparison of fault-tolerant models and algorithms, we have created the Failure Trace Archive (FTA) as an online public repository of availability traces taken from diverse parallel and distributed systems. Our main contributions in this study are the following. First, we describe the design of the archive, in particular the rationale of the standard FTA format, and the design of a toolbox that facilitates automated analysis of trace data sets. Second, applying the toolbox, we present a uniform comparative analysis with statistics and models of failures in nine distributed systems. Third, we show how different interpretations of these data sets can result in different conclusions. This emphasizes the critical need for the public availability of trace data and methods for their analysis.
Liste complète des métadonnées

Cited literature [22 references]  Display  Hide  Download

https://hal.inria.fr/inria-00433523
Contributor : Derrick Kondo <>
Submitted on : Thursday, November 19, 2009 - 4:50:32 PM
Last modification on : Thursday, October 11, 2018 - 8:48:02 AM
Document(s) archivé(s) le : Tuesday, October 16, 2012 - 2:30:32 PM

File

ccgrid10.pdf
Files produced by the author(s)

Identifiers

  • HAL Id : inria-00433523, version 1

Collections

Citation

Derrick Kondo, Bahman Javadi, Alexandru Iosup, Dick Epema. The Failure Trace Archive: Enabling Comparative Analysis of Failures in Diverse Distributed Systems. [Research Report] 2009. ⟨inria-00433523⟩

Share

Metrics

Record views

469

Files downloads

703