Cargando…

HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation

Historically, high energy physics computing has been performed on large purpose-built computing systems. These began as single-site compute facilities, but have evolved into the distributed computing grids used today. Recently, there has been an exponential increase in the capacity and capability of...

Descripción completa

Detalles Bibliográficos
Autores principales: Holzman, Burt, Bauerdick, Lothar A.T., Bockelman, Brian, Dykstra, Dave, Fisk, Ian, Fuess, Stuart, Garzoglio, Gabriele, Girone, Maria, Gutsche, Oliver, Hufnagel, Dirk, Kim, Hyunwoo, Kennedy, Robert, Magini, Nicolo, Mason, David, Spentzouris, Panagiotis, Tiradani, Anthony, Timm, Steve, Vaandering, Eric W.
Lenguaje:eng
Publicado: 2017
Materias:
Acceso en línea:https://dx.doi.org/10.1007/s41781-017-0001-9
http://cds.cern.ch/record/2291124
_version_ 1780956379976040448
author Holzman, Burt
Bauerdick, Lothar A.T.
Bockelman, Brian
Dykstra, Dave
Fisk, Ian
Fuess, Stuart
Garzoglio, Gabriele
Girone, Maria
Gutsche, Oliver
Hufnagel, Dirk
Kim, Hyunwoo
Kennedy, Robert
Magini, Nicolo
Mason, David
Spentzouris, Panagiotis
Tiradani, Anthony
Timm, Steve
Vaandering, Eric W.
author_facet Holzman, Burt
Bauerdick, Lothar A.T.
Bockelman, Brian
Dykstra, Dave
Fisk, Ian
Fuess, Stuart
Garzoglio, Gabriele
Girone, Maria
Gutsche, Oliver
Hufnagel, Dirk
Kim, Hyunwoo
Kennedy, Robert
Magini, Nicolo
Mason, David
Spentzouris, Panagiotis
Tiradani, Anthony
Timm, Steve
Vaandering, Eric W.
author_sort Holzman, Burt
collection CERN
description Historically, high energy physics computing has been performed on large purpose-built computing systems. These began as single-site compute facilities, but have evolved into the distributed computing grids used today. Recently, there has been an exponential increase in the capacity and capability of commercial clouds. Cloud resources are highly virtualized and intended to be able to be flexibly deployed for a variety of computing tasks. There is a growing nterest among the cloud providers to demonstrate the capability to perform large-scale scientific computing. In this paper, we discuss results from the CMS experiment using the Fermilab HEPCloud facility, which utilized both local Fermilab resources and virtual machines in the Amazon Web Services Elastic Compute Cloud. We discuss the planning, technical challenges, and lessons learned involved in performing physics workflows on a large-scale set of virtualized resources. In addition, we will discuss the economics and operational efficiencies when executing workflows both in the cloud and on dedicated resources.
id cern-2291124
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2017
record_format invenio
spelling cern-22911242020-08-28T12:59:16Zdoi:10.1007/s41781-017-0001-9http://cds.cern.ch/record/2291124engHolzman, BurtBauerdick, Lothar A.T.Bockelman, BrianDykstra, DaveFisk, IanFuess, StuartGarzoglio, GabrieleGirone, MariaGutsche, OliverHufnagel, DirkKim, HyunwooKennedy, RobertMagini, NicoloMason, DavidSpentzouris, PanagiotisTiradani, AnthonyTimm, SteveVaandering, Eric W.HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigationphysics.comp-phOther Fields of Physicscs.DCComputing and ComputersHistorically, high energy physics computing has been performed on large purpose-built computing systems. These began as single-site compute facilities, but have evolved into the distributed computing grids used today. Recently, there has been an exponential increase in the capacity and capability of commercial clouds. Cloud resources are highly virtualized and intended to be able to be flexibly deployed for a variety of computing tasks. There is a growing nterest among the cloud providers to demonstrate the capability to perform large-scale scientific computing. In this paper, we discuss results from the CMS experiment using the Fermilab HEPCloud facility, which utilized both local Fermilab resources and virtual machines in the Amazon Web Services Elastic Compute Cloud. We discuss the planning, technical challenges, and lessons learned involved in performing physics workflows on a large-scale set of virtualized resources. In addition, we will discuss the economics and operational efficiencies when executing workflows both in the cloud and on dedicated resources.Historically, high energy physics computing has been performed on large purpose-built computing systems. These began as single-site compute facilities, but have evolved into the distributed computing grids used today. Recently, there has been an exponential increase in the capacity and capability of commercial clouds. Cloud resources are highly virtualized and intended to be able to be flexibly deployed for a variety of computing tasks. There is a growing interest among the cloud providers to demonstrate the capability to perform large-scale scientific computing. In this paper, we discuss results from the CMS experiment using the Fermilab HEPCloud facility, which utilized both local Fermilab resources and virtual machines in the Amazon Web Services Elastic Compute Cloud. We discuss the planning, technical challenges, and lessons learned involved in performing physics workflows on a large-scale set of virtualized resources. In addition, we will discuss the economics and operational efficiencies when executing workflows both in the cloud and on dedicated resources.arXiv:1710.00100FERMILAB-PUB-17-092-CDoai:cds.cern.ch:22911242017-09-29
spellingShingle physics.comp-ph
Other Fields of Physics
cs.DC
Computing and Computers
Holzman, Burt
Bauerdick, Lothar A.T.
Bockelman, Brian
Dykstra, Dave
Fisk, Ian
Fuess, Stuart
Garzoglio, Gabriele
Girone, Maria
Gutsche, Oliver
Hufnagel, Dirk
Kim, Hyunwoo
Kennedy, Robert
Magini, Nicolo
Mason, David
Spentzouris, Panagiotis
Tiradani, Anthony
Timm, Steve
Vaandering, Eric W.
HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation
title HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation
title_full HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation
title_fullStr HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation
title_full_unstemmed HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation
title_short HEPCloud, a New Paradigm for HEP Facilities: CMS Amazon Web Services Investigation
title_sort hepcloud, a new paradigm for hep facilities: cms amazon web services investigation
topic physics.comp-ph
Other Fields of Physics
cs.DC
Computing and Computers
url https://dx.doi.org/10.1007/s41781-017-0001-9
http://cds.cern.ch/record/2291124
work_keys_str_mv AT holzmanburt hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT bauerdicklotharat hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT bockelmanbrian hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT dykstradave hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT fiskian hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT fuessstuart hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT garzogliogabriele hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT gironemaria hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT gutscheoliver hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT hufnageldirk hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT kimhyunwoo hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT kennedyrobert hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT magininicolo hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT masondavid hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT spentzourispanagiotis hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT tiradanianthony hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT timmsteve hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation
AT vaanderingericw hepcloudanewparadigmforhepfacilitiescmsamazonwebservicesinvestigation