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Global heterogeneous resource harvesting: the next-generation PanDA Pilot for ATLAS

The Production and Distributed Analysis system (PanDA), used for workload management in the ATLAS Experiment for over a decade, has in recent years expanded its reach to diverse new resource types such as HPCs, and innovative new workflows such as the Event Service. PanDA meets the heterogeneous res...

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Detalles Bibliográficos
Autores principales: Nilsson, Paul, Guan, Wen, Anisenkov, Alexey, Lassnig, Mario, Oleynik, Danila, Drizhuk, Daniil
Lenguaje:eng
Publicado: 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/1085/3/032031
http://cds.cern.ch/record/2295731
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author Nilsson, Paul
Guan, Wen
Anisenkov, Alexey
Lassnig, Mario
Oleynik, Danila
Drizhuk, Daniil
author_facet Nilsson, Paul
Guan, Wen
Anisenkov, Alexey
Lassnig, Mario
Oleynik, Danila
Drizhuk, Daniil
author_sort Nilsson, Paul
collection CERN
description The Production and Distributed Analysis system (PanDA), used for workload management in the ATLAS Experiment for over a decade, has in recent years expanded its reach to diverse new resource types such as HPCs, and innovative new workflows such as the Event Service. PanDA meets the heterogeneous resources it harvests in the PanDA pilot, which has embarked on a next-generation reengineering to efficiently integrate and exploit the new platforms and workflows. The new modular architecture is the product of a year of design and prototyping in conjunction with the design of a completely new component, Harvester, that will mediate a richer flow of control and information between pilot and PanDA. Harvester will enable more intelligent and dynamic matching between processing tasks and resources, with an initial focus on HPCs, simplifying the operator and user view of a PanDA site but internally leveraging deep information gathering on the resource to accrue detailed knowledge of a site's capabilities and dynamic state to inform the matchmaking. This paper will give an overview of the new pilot architecture, how it will be used in and beyond ATLAS, its relation to Harvester, and the work ahead.
id cern-2295731
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
record_format invenio
spelling cern-22957312021-02-09T10:07:45Zdoi:10.1088/1742-6596/1085/3/032031http://cds.cern.ch/record/2295731engNilsson, PaulGuan, WenAnisenkov, AlexeyLassnig, MarioOleynik, DanilaDrizhuk, DaniilGlobal heterogeneous resource harvesting: the next-generation PanDA Pilot for ATLASParticle Physics - ExperimentThe Production and Distributed Analysis system (PanDA), used for workload management in the ATLAS Experiment for over a decade, has in recent years expanded its reach to diverse new resource types such as HPCs, and innovative new workflows such as the Event Service. PanDA meets the heterogeneous resources it harvests in the PanDA pilot, which has embarked on a next-generation reengineering to efficiently integrate and exploit the new platforms and workflows. The new modular architecture is the product of a year of design and prototyping in conjunction with the design of a completely new component, Harvester, that will mediate a richer flow of control and information between pilot and PanDA. Harvester will enable more intelligent and dynamic matching between processing tasks and resources, with an initial focus on HPCs, simplifying the operator and user view of a PanDA site but internally leveraging deep information gathering on the resource to accrue detailed knowledge of a site's capabilities and dynamic state to inform the matchmaking. This paper will give an overview of the new pilot architecture, how it will be used in and beyond ATLAS, its relation to Harvester, and the work ahead.ATL-SOFT-PROC-2017-074oai:cds.cern.ch:22957312017-12-05
spellingShingle Particle Physics - Experiment
Nilsson, Paul
Guan, Wen
Anisenkov, Alexey
Lassnig, Mario
Oleynik, Danila
Drizhuk, Daniil
Global heterogeneous resource harvesting: the next-generation PanDA Pilot for ATLAS
title Global heterogeneous resource harvesting: the next-generation PanDA Pilot for ATLAS
title_full Global heterogeneous resource harvesting: the next-generation PanDA Pilot for ATLAS
title_fullStr Global heterogeneous resource harvesting: the next-generation PanDA Pilot for ATLAS
title_full_unstemmed Global heterogeneous resource harvesting: the next-generation PanDA Pilot for ATLAS
title_short Global heterogeneous resource harvesting: the next-generation PanDA Pilot for ATLAS
title_sort global heterogeneous resource harvesting: the next-generation panda pilot for atlas
topic Particle Physics - Experiment
url https://dx.doi.org/10.1088/1742-6596/1085/3/032031
http://cds.cern.ch/record/2295731
work_keys_str_mv AT nilssonpaul globalheterogeneousresourceharvestingthenextgenerationpandapilotforatlas
AT guanwen globalheterogeneousresourceharvestingthenextgenerationpandapilotforatlas
AT anisenkovalexey globalheterogeneousresourceharvestingthenextgenerationpandapilotforatlas
AT lassnigmario globalheterogeneousresourceharvestingthenextgenerationpandapilotforatlas
AT oleynikdanila globalheterogeneousresourceharvestingthenextgenerationpandapilotforatlas
AT drizhukdaniil globalheterogeneousresourceharvestingthenextgenerationpandapilotforatlas