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File management for HEP data grids

The next generation of high energy physics experiments, such as the Large Hadron Collider (LHC) at CERN, the European Organization for Nuclear Research, pose a challenge to current data handling methodologies, where data tends to be centralised in a single location. Data grids, including the LHC Com...

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Detalles Bibliográficos
Autor principal: Nicholson, Caitriana Mairi Macleod
Lenguaje:eng
Publicado: Glasgow U. 2006
Materias:
Acceso en línea:http://cds.cern.ch/record/1351842
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author Nicholson, Caitriana Mairi Macleod
author_facet Nicholson, Caitriana Mairi Macleod
author_sort Nicholson, Caitriana Mairi Macleod
collection CERN
description The next generation of high energy physics experiments, such as the Large Hadron Collider (LHC) at CERN, the European Organization for Nuclear Research, pose a challenge to current data handling methodologies, where data tends to be centralised in a single location. Data grids, including the LHC Computing Grid (LCG), are being developed to meet this challenge by unifying computing and storage resources from many sites worldwide and distributing data and computing tasks among them. This thesis describes the data management components of LCG and evaluates the performance of the LCG File Catalogue, showing it to be performant and scalable enough to meet the experiments’ needs. File replication can be used to improve a grid’s performance by placing copies of data at strategic locations around the grid. Dynamic file replication, where replicas are created and deleted automatically according to some strategy, may be especially useful and so the grid simulator OptorSim was developed to investigate different replication strategies. Simulation of several grid scenarios, including LCG, shows that relatively simple replication strategies can lead to significant reductions in data access times and improved usage of grid resources, while a more complex economic model may be useful in future.
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institution Organización Europea para la Investigación Nuclear
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publishDate 2006
publisher Glasgow U.
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spelling cern-13518422019-09-30T06:29:59Zhttp://cds.cern.ch/record/1351842engNicholson, Caitriana Mairi MacleodFile management for HEP data gridsComputing and ComputersThe next generation of high energy physics experiments, such as the Large Hadron Collider (LHC) at CERN, the European Organization for Nuclear Research, pose a challenge to current data handling methodologies, where data tends to be centralised in a single location. Data grids, including the LHC Computing Grid (LCG), are being developed to meet this challenge by unifying computing and storage resources from many sites worldwide and distributing data and computing tasks among them. This thesis describes the data management components of LCG and evaluates the performance of the LCG File Catalogue, showing it to be performant and scalable enough to meet the experiments’ needs. File replication can be used to improve a grid’s performance by placing copies of data at strategic locations around the grid. Dynamic file replication, where replicas are created and deleted automatically according to some strategy, may be especially useful and so the grid simulator OptorSim was developed to investigate different replication strategies. Simulation of several grid scenarios, including LCG, shows that relatively simple replication strategies can lead to significant reductions in data access times and improved usage of grid resources, while a more complex economic model may be useful in future.Glasgow U.CERN-THESIS-2006-092oai:cds.cern.ch:13518422006
spellingShingle Computing and Computers
Nicholson, Caitriana Mairi Macleod
File management for HEP data grids
title File management for HEP data grids
title_full File management for HEP data grids
title_fullStr File management for HEP data grids
title_full_unstemmed File management for HEP data grids
title_short File management for HEP data grids
title_sort file management for hep data grids
topic Computing and Computers
url http://cds.cern.ch/record/1351842
work_keys_str_mv AT nicholsoncaitrianamairimacleod filemanagementforhepdatagrids