Total cost of ownership and evaluation of Google cloud resources for the ATLAS experiment at the LHC

Abstract

The ATLAS Google Project was established as part of an ongoing evaluation of the use of commercial clouds by the ATLAS Collaboration, in anticipation of the potential future adoption of such resources by WLCG grid sites to fulfil or complement their computing pledges. Seamless integration of Google cloud resources into the worldwide ATLAS distributed computing infrastructure was achieved at large scale and for an extended period of time, and hence cloud resources are shown to be an effective mechanism to provide additional, flexible computing capacity to ATLAS. For the first time a total cost of ownership analysis has been performed, to identify the dominant cost drivers and explore effective mechanisms for cost control. Network usage significantly impacts the costs of certain ATLAS workflows, underscoring the importance of implementing such mechanisms. Resource bursting has been successfully demonstrated, whilst exposing the true cost of this type of activity. A follow-up to the project is underway to investigate methods for improving the integration of cloud resources in data-intensive distributed computing environments and reducing costs related to network connectivity, which represents the primary expense when extensively utilising cloud resources.

Metadata

Item Type:	Article
Authors/Creators:	Aad, G. https://orcid.org/0000-0002-6665-4934 Aakvaag, E. https://orcid.org/0000-0001-7616-1554 Abbott, B. https://orcid.org/0000-0002-5888-2734 Abdelhameed, S. https://orcid.org/0000-0002-0287-5869 Abeling, K. https://orcid.org/0000-0002-1002-1652 Abicht, N.J. https://orcid.org/0000-0001-5763-2760 Abidi, S.H. https://orcid.org/0000-0002-8496-9294 Aboelela, M. https://orcid.org/0009-0003-6578-220X Aboulhorma, A. https://orcid.org/0000-0002-9987-2292 Abramowicz, H. https://orcid.org/0000-0001-5329-6640 Abreu, H. https://orcid.org/0000-0002-1599-2896 Abulaiti, Y. https://orcid.org/0000-0003-0403-3697 Acharya, B.S. https://orcid.org/0000-0002-8588-9157 Ackermann, A. https://orcid.org/0000-0003-4699-7275 Bourdarios, C.A. https://orcid.org/0000-0002-2634-4958 Adamczyk, L. https://orcid.org/0000-0002-5859-2075 Addepalli, S.V. https://orcid.org/0000-0002-2919-6663 Addison, M.J. https://orcid.org/0000-0002-8387-3661 Adelman, J. https://orcid.org/0000-0002-1041-3496 Adiguzel, A. https://orcid.org/0000-0001-6644-0517 Adye, T. https://orcid.org/0000-0003-0627-5059 Affolder, A.A. https://orcid.org/0000-0002-9058-7217 Afik, Y. https://orcid.org/0000-0001-8102-356X Agaras, M.N. https://orcid.org/0000-0002-4355-5589 Agarwala, J. https://orcid.org/0000-0002-4754-7455 Aggarwal, A. https://orcid.org/0000-0002-1922-2039 Agheorghiesei, C. https://orcid.org/0000-0003-3695-1847 Ahmadov, F. https://orcid.org/0000-0003-3644-540X Ahmed, W.S. https://orcid.org/0000-0003-0128-3279 Ahuja, S. https://orcid.org/0000-0003-4368-9285 Ai, X. https://orcid.org/0000-0003-3856-2415 Aielli, G. https://orcid.org/0000-0002-0573-8114 Aikot, A. https://orcid.org/0000-0001-6578-6890 Tamlihat, M.A. https://orcid.org/0000-0002-1322-4666 Aitbenchikh, B. https://orcid.org/0000-0002-8020-1181 Akbiyik, M. https://orcid.org/0000-0002-7342-3130 Åkesson, T.P.A. https://orcid.org/0000-0003-4141-5408 Akimov, A.V. https://orcid.org/0000-0002-2846-2958 Akiyama, D. https://orcid.org/0000-0001-7623-6421 Akolkar, N.N. https://orcid.org/0000-0003-3424-2123 Aktas, S. https://orcid.org/0000-0002-8250-6501 Al Khoury, K. https://orcid.org/0000-0002-0547-8199 Alberghi, G.L. https://orcid.org/0000-0003-2388-987X Albert, J. https://orcid.org/0000-0003-0253-2505 Albicocco, P. https://orcid.org/0000-0001-6430-1038 Albouy, G.L. https://orcid.org/0000-0003-0830-0107 Alderweireldt, S. https://orcid.org/0000-0002-8224-7036 Alegria, Z.L. https://orcid.org/0000-0002-1977-0799 Aleksa, M. https://orcid.org/0000-0002-1936-9217 Aleksandrov, I.N. https://orcid.org/0000-0001-7381-6762 Alexa, C. https://orcid.org/0000-0003-0922-7669 Alexopoulos, T. https://orcid.org/0000-0002-8977-279X Alfonsi, F. https://orcid.org/0000-0002-0966-0211 Algren, M. https://orcid.org/0000-0003-1793-1787 Alhroob, M. https://orcid.org/0000-0001-7569-7111 Ali, B. https://orcid.org/0000-0001-8653-5556 Ali, H.M.J. https://orcid.org/0000-0002-4507-7349 Ali, S. https://orcid.org/0000-0001-5216-3133 Alibocus, S.W. https://orcid.org/0000-0002-9377-8852 Aliev, M. https://orcid.org/0000-0002-9012-3746 Alimonti, G. https://orcid.org/0000-0002-7128-9046 Alkakhi, W. https://orcid.org/0000-0001-9355-4245 Allaire, C. https://orcid.org/0000-0003-4745-538X Allbrooke, B.M.M. https://orcid.org/0000-0002-5738-2471 Allen, J.F. https://orcid.org/0000-0001-9990-7486 Flores, C.A.A. https://orcid.org/0000-0002-1509-3217 Allport, P.P. https://orcid.org/0000-0001-7303-2570 Aloisio, A. https://orcid.org/0000-0002-3883-6693 Alonso, F. https://orcid.org/0000-0001-9431-8156 Alpigiani, C. https://orcid.org/0000-0002-7641-5814 Alsolami, Z.M.K. https://orcid.org/0000-0002-3785-0709 Estevez, M.A. https://orcid.org/0000-0002-8181-6532 Fernandez, A.A. https://orcid.org/0000-0003-1525-4620 Cardoso, M.A. https://orcid.org/0000-0002-0042-292X Alviggi, M.G. https://orcid.org/0000-0003-0026-982X Aly, M. https://orcid.org/0000-0003-3043-3715 Coutinho, Y.A. https://orcid.org/0000-0002-1798-7230 Ambler, A. https://orcid.org/0000-0003-2184-3480 Amelung, C. 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Copyright, Publisher and Additional Information:	© 2025 The Authors. This is an Open Access article distributed under the terms of the Creative Commons Attribution Licence (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Dates:	Published: 28 January 2025 Published (online): 28 January 2025 Accepted: 27 September 2024
Institution:	The University of Sheffield
Academic Units:	The University of Sheffield > Faculty of Science (Sheffield) > School of Mathematical and Physical Sciences The University of Sheffield > Faculty of Science (Sheffield) > Department of Physics and Astronomy (Sheffield)
Depositing User:	Symplectic Sheffield
Date Deposited:	14 Feb 2025 12:09
Last Modified:	14 Feb 2025 12:09
Published Version:	https://doi.org/10.1007/s41781-024-00128-x
Status:	Published
Publisher:	Springer Science and Business Media LLC
Refereed:	Yes
Identification Number:	10.1007/s41781-024-00128-x
Open Archives Initiative ID (OAI ID):	oai:eprints.whiterose.ac.uk:223302

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Total cost of ownership and evaluation of Google cloud resources for the ATLAS experiment at the LHC

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