Towards Complete Tracking of Provenance in Experimental Distributed Systems Research
Identifieur interne : 000371 ( Main/Exploration ); précédent : 000370; suivant : 000372Towards Complete Tracking of Provenance in Experimental Distributed Systems Research
Auteurs : Tomasz Buchert [France] ; Lucas Nussbaum [France] ; Jens Gustedt [France]Source :
Abstract
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.
Url:
Affiliations:
- France
- Alsace (région administrative), Grand Est, Lorraine (région)
- Metz, Nancy, Strasbourg
- Université de Lorraine, Université de Strasbourg
Links toward previous steps (curation, corpus...)
- to stream Hal, to step Corpus: 004E12
- to stream Hal, to step Curation: 004E12
- to stream Hal, to step Checkpoint: 000346
- to stream Main, to step Merge: 000371
- to stream Main, to step Curation: 000371
Le document en format XML
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Grand Est</orgName><desc><address><addrLine>615 rue du Jardin Botanique 54600 Villers-lès-Nancy</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/nancy</ref></desc><listRelation><relation active="#struct-300009" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-300009" type="indirect"><org type="institution" xml:id="struct-300009" status="VALID"><orgName>Institut National de Recherche en Informatique et en Automatique</orgName><orgName type="acronym">Inria</orgName><desc><address><addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.inria.fr/en/</ref></desc></org></tutelle><tutelle active="#struct-217648" type="direct"><org type="laboratory" xml:id="struct-217648" status="VALID"><orgName>Laboratoire des sciences de l'ingénieur, de l'informatique et de l'imagerie</orgName><orgName type="acronym">ICube</orgName><desc><address><addrLine>300 bd Sébastien Brant - BP 10413 - F-67412 Illkirch Cedex</addrLine><country key="FR"></country></address><ref type="url">http://icube.unistra.fr/</ref></desc><listRelation><relation active="#struct-199013" type="direct"></relation><relation active="#struct-364775" type="direct"></relation><relation active="#struct-301232" type="direct"></relation></listRelation></org></tutelle><tutelle active="#struct-199013" type="indirect"><org type="institution" xml:id="struct-199013" status="VALID"><orgName>Université de Strasbourg</orgName><orgName type="acronym">UNISTRA</orgName><desc><address><addrLine>4 rue Blaise Pascal - CS 90032 - 67081 Strasbourg cedex</addrLine><country key="FR"></country></address><ref type="url">http://www.unistra.fr/</ref></desc></org></tutelle><tutelle active="#struct-364775" type="indirect"><org type="institution" xml:id="struct-364775" status="INCOMING"><orgName>ENGEES</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle><tutelle active="#struct-301232" type="indirect"><org type="institution" xml:id="struct-301232" status="VALID"><orgName>Institut National des Sciences Appliquées</orgName><orgName type="acronym">INSA</orgName><desc><address><country key="FR"></country></address></desc></org></tutelle></tutelles></hal:affiliation><country>France</country><placeName><settlement type="city">Strasbourg</settlement><region type="region" nuts="2">Grand Est</region><region type="old region" nuts="2">Alsace (région administrative)</region></placeName><orgName type="university">Université de Strasbourg</orgName></affiliation></author></analytic></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">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.</div></front></TEI><affiliations><list><country><li>France</li></country><region><li>Alsace (région administrative)</li><li>Grand Est</li><li>Lorraine (région)</li></region><settlement><li>Metz</li><li>Nancy</li><li>Strasbourg</li></settlement><orgName><li>Université de Lorraine</li><li>Université de Strasbourg</li></orgName></list><tree><country name="France"><region name="Grand Est"><name sortKey="Buchert, Tomasz" sort="Buchert, Tomasz" uniqKey="Buchert T" first="Tomasz" last="Buchert">Tomasz Buchert</name></region><name sortKey="Gustedt, Jens" sort="Gustedt, Jens" uniqKey="Gustedt J" first="Jens" last="Gustedt">Jens Gustedt</name><name sortKey="Nussbaum, Lucas" sort="Nussbaum, Lucas" uniqKey="Nussbaum L" first="Lucas" last="Nussbaum">Lucas Nussbaum</name></country></tree></affiliations></record>Pour manipuler ce document sous Unix (Dilib)
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