Towards Complete Tracking of Provenance in Experimental Distributed Systems Research - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Communication Dans Un Congrès Année : 2015

Towards Complete Tracking of Provenance in Experimental Distributed Systems Research

Résumé

Running experiments on modern systems like supercomput-ers, cloud infrastructures or P2P networks became very complex, both technically and methodologically. It is difficult to rerun an experiment or understand its results even with technical background on the technology and methods used. Storing the provenance of experimental data, i.e., storing information about how the results were produced, proved to be a powerful tool to address similar problems in computational natural sciences. In this paper, we (1) survey provenance collection in various domains of computer science, (2) introduce a new classification of prove-nance types, and (3) sketch a design of a provenance system inspired by this classification.
Fichier principal
Vignette du fichier
provenance.pdf (219.48 Ko) Télécharger le fichier
provenance-slides.pdf (373.98 Ko) Télécharger le fichier
Origine : Fichiers éditeurs autorisés sur une archive ouverte
Format : Présentation
Origine : Fichiers produits par l'(les) auteur(s)
Loading...

Dates et versions

hal-01191855 , version 1 (02-09-2015)
hal-01191855 , version 2 (04-09-2015)

Identifiants

  • HAL Id : hal-01191855 , version 2

Citer

Tomasz Buchert, Lucas Nussbaum, Jens Gustedt. Towards Complete Tracking of Provenance in Experimental Distributed Systems Research. REPPAR - Second International Workshop on Reproducibility in Parallel Computing -- held together with Euro-Par, Aug 2015, Vienna, Austria. ⟨hal-01191855v2⟩
485 Consultations
526 Téléchargements

Partager

Gmail Facebook X LinkedIn More