{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T05:09:12Z","timestamp":1755839352439,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,7,8]],"date-time":"2022-07-08T00:00:00Z","timestamp":1657238400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,7,8]]},"DOI":"10.1145\/3491418.3530767","type":"proceedings-article","created":{"date-parts":[[2022,7,8]],"date-time":"2022-07-08T16:36:23Z","timestamp":1657298183000},"page":"1-9","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Phoenix: The Revival of Research Computing and the Launch of the New Cost Model at Georgia Tech"],"prefix":"10.1145","author":[{"given":"Aaron","family":"Jezghani","sequence":"first","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Semir","family":"Sarajlic","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Michael","family":"Brandon","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Neil","family":"Bright","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Mehmet","family":"Belgin","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Gergory","family":"Beyer","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Christopher","family":"Blanton","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Pam","family":"Buffington","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"J. Eric","family":"Coulter","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Ruben","family":"Lara","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Lew","family":"Lefton","sequence":"additional","affiliation":[{"name":"Office of the Executive Vice President for Research, Georgia Institute of Technology, USA"}]},{"given":"David","family":"Leonard","sequence":"additional","affiliation":[{"name":"Academic Research Technologies, Georgia Institute of Technology, USA"}]},{"given":"Fang Cherry","family":"Liu","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Kevin","family":"Manalo","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Paul","family":"Manno","sequence":"additional","affiliation":[{"name":"Partnership for an Advancaed Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Craig","family":"Moseley","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Trever","family":"Nightingale","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"N. Bray","family":"Bonner","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Ronald","family":"Rahaman","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Christopher","family":"Stone","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Kenneth J.","family":"Suda","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Peter","family":"Wan","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Michael D.","family":"Weiner","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Deirdre","family":"Womack","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Nuyun","family":"Zhang","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]},{"given":"Dan","family":"Zhou","sequence":"additional","affiliation":[{"name":"Partnership for an Advanced Computing Environment, Georgia Institute of Technology, USA"}]}],"member":"320","published-online":{"date-parts":[[2022,7,8]]},"reference":[{"unstructured":"Mehmet Belgin and Lew Lefton. 2021. PACE Advisory Committee Activity Summary. https:\/\/pace.gatech.edu\/sites\/default\/files\/pace-advisory-committee-summary_1.pdf. Accessed: 2022-02-09.  Mehmet Belgin and Lew Lefton. 2021. PACE Advisory Committee Activity Summary. https:\/\/pace.gatech.edu\/sites\/default\/files\/pace-advisory-committee-summary_1.pdf. Accessed: 2022-02-09.","key":"e_1_3_2_1_1_1"},{"key":"e_1_3_2_1_2_1","volume-title":"Proceedings of the Practice and Experience on Advanced Research Computing","author":"F.","year":"1910","unstructured":"Evan\u00a0 F. Bollig and James\u00a0C. Wilgenbusch. 2018. From Bare Metal to Virtual: Lessons Learned When a Supercomputing Institute Deploys Its First Cloud . In Proceedings of the Practice and Experience on Advanced Research Computing ( Pittsburgh, PA, USA) (PEARC \u201918). Association for Computing Machinery, New York, NY, USA, Article 13, 8\u00a0pages. https:\/\/doi.org\/10.1145\/32 1910 4.3219164 10.1145\/3219104.3219164 Evan\u00a0F. Bollig and James\u00a0C. Wilgenbusch. 2018. From Bare Metal to Virtual: Lessons Learned When a Supercomputing Institute Deploys Its First Cloud. In Proceedings of the Practice and Experience on Advanced Research Computing (Pittsburgh, PA, USA) (PEARC \u201918). Association for Computing Machinery, New York, NY, USA, Article 13, 8\u00a0pages. https:\/\/doi.org\/10.1145\/3219104.3219164"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_3_1","DOI":"10.1145\/3185768.3185771"},{"volume-title":"Cloud and On-Premises Data Center Usage, Expenditures, and Approaches to Return on Investment: A Survey of Academic Research Computing Organizations","author":"Chalker Alan","unstructured":"Alan Chalker , Curtis\u00a0 W. Hillegas , Alan Sill , Sharon Broude\u00a0Geva , and Craig\u00a0 A. Stewart . 2020. Cloud and On-Premises Data Center Usage, Expenditures, and Approaches to Return on Investment: A Survey of Academic Research Computing Organizations . Association for Computing Machinery , New York, NY, USA , 26\u201333. https:\/\/doi.org\/10.1145\/3311790.3396642 10.1145\/3311790.3396642 Alan Chalker, Curtis\u00a0W. Hillegas, Alan Sill, Sharon Broude\u00a0Geva, and Craig\u00a0A. Stewart. 2020. Cloud and On-Premises Data Center Usage, Expenditures, and Approaches to Return on Investment: A Survey of Academic Research Computing Organizations. Association for Computing Machinery, New York, NY, USA, 26\u201333. https:\/\/doi.org\/10.1145\/3311790.3396642","key":"e_1_3_2_1_4_1"},{"unstructured":"The Economist. 2021. Crypto-miners are probably to blame for the graphics-chip shortage. https:\/\/www.economist.com\/graphic-detail\/2021\/06\/19\/crypto-miners-are-probably-to-blame-for-the-graphics-chip-shortage. Accessed: 2022-01-25.  The Economist. 2021. Crypto-miners are probably to blame for the graphics-chip shortage. https:\/\/www.economist.com\/graphic-detail\/2021\/06\/19\/crypto-miners-are-probably-to-blame-for-the-graphics-chip-shortage. Accessed: 2022-01-25.","key":"e_1_3_2_1_5_1"},{"unstructured":"IO500 Foundation. 2020. io500Result. https:\/\/io500.org\/submissions\/view\/551. Accessed: 2022-02-17.  IO500 Foundation. 2020. io500Result. https:\/\/io500.org\/submissions\/view\/551. Accessed: 2022-02-17.","key":"e_1_3_2_1_6_1"},{"unstructured":"Graph500.org. 2021. November 2021 BFS. http:\/\/graph500.org\/?page_id=1009. Accessed: 2022-02-17.  Graph500.org. 2021. November 2021 BFS. http:\/\/graph500.org\/?page_id=1009. Accessed: 2022-02-17.","key":"e_1_3_2_1_7_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_8_1","DOI":"10.1145\/1186736.1186737"},{"key":"e_1_3_2_1_9_1","volume-title":"Overview of the Cornell University Center for Advanced Computing Sustainable Funding Model. In NSF Workshop on Sustainable Funding and Business Models for High Performance Computing Centers.NSF","author":"Lifka David","year":"2010","unstructured":"David Lifka , R Reynolds , Susan Mehringer , and Paul Redfern . 2010 . {nd} . Overview of the Cornell University Center for Advanced Computing Sustainable Funding Model. In NSF Workshop on Sustainable Funding and Business Models for High Performance Computing Centers.NSF , Ithaca, NY. David Lifka, R Reynolds, Susan Mehringer, and Paul Redfern. 2010. {nd}. Overview of the Cornell University Center for Advanced Computing Sustainable Funding Model. In NSF Workshop on Sustainable Funding and Business Models for High Performance Computing Centers.NSF, Ithaca, NY."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_10_1","DOI":"10.1109\/CSCI54926.2021.00068"},{"unstructured":"Glen MacLachlan Jason Hurlburt Marco Suarez Kai\u00a0Leung Wong William Burke Terrence Lewis Andrew Gallo Jaroslav Flidr Raoul Gabiam Janis Nicholas and Brian Ensor. 2020. Building a Shared Resource HPC Center Across University Schools and Institutes: A Case Study. arxiv:2003.13629\u00a0[cs.DC]  Glen MacLachlan Jason Hurlburt Marco Suarez Kai\u00a0Leung Wong William Burke Terrence Lewis Andrew Gallo Jaroslav Flidr Raoul Gabiam Janis Nicholas and Brian Ensor. 2020. Building a Shared Resource HPC Center Across University Schools and Institutes: A Case Study. arxiv:2003.13629\u00a0[cs.DC]","key":"e_1_3_2_1_11_1"},{"unstructured":"Glenn Martin and Jamie Schnaitter. 2021. UCF Advanced Research Computing Center. https:\/\/arcc.ist.ucf.edu\/. Accessed: 2022-02-17.  Glenn Martin and Jamie Schnaitter. 2021. UCF Advanced Research Computing Center. https:\/\/arcc.ist.ucf.edu\/. Accessed: 2022-02-17.","key":"e_1_3_2_1_12_1"},{"doi-asserted-by":"crossref","unstructured":"Jeffrey Mervis. 2021. U.S. law sets stage for boost to artificial intelligence research. https:\/\/www.science.org\/content\/article\/us-law-sets-stage-boost-artificial-intelligence-research.  Jeffrey Mervis. 2021. U.S. law sets stage for boost to artificial intelligence research. https:\/\/www.science.org\/content\/article\/us-law-sets-stage-boost-artificial-intelligence-research.","key":"e_1_3_2_1_13_1","DOI":"10.1126\/science.371.6525.112"},{"unstructured":"OCGA. 2021. Budgets - Indirect Costs (IDC). https:\/\/blink.ucsd.edu\/research\/preparing-proposals\/budgets\/indirect.html#Modified-Total-Direct-Costs-(MT. Accessed: 2022-02-18.  OCGA. 2021. Budgets - Indirect Costs (IDC). https:\/\/blink.ucsd.edu\/research\/preparing-proposals\/budgets\/indirect.html#Modified-Total-Direct-Costs-(MT. Accessed: 2022-02-18.","key":"e_1_3_2_1_14_1"},{"unstructured":"PACE. 2020. PACE Participation Calcultor. https:\/\/docs.pace.gatech.edu\/moreInformation\/participation\/#pace-participation-calculator. Accessed: 2022-02-4.  PACE. 2020. PACE Participation Calcultor. https:\/\/docs.pace.gatech.edu\/moreInformation\/participation\/#pace-participation-calculator. Accessed: 2022-02-4.","key":"e_1_3_2_1_15_1"},{"unstructured":"[\n  16\n  ]  PACE.2021. https:\/\/docs.pace.gatech.edu\/phoenix_cluster\/submit_jobs_phnx\/#queues-on-the-phoenix-cluster. Accessed: 2022-02-17.  [16] PACE.2021. https:\/\/docs.pace.gatech.edu\/phoenix_cluster\/submit_jobs_phnx\/#queues-on-the-phoenix-cluster. Accessed: 2022-02-17.","key":"e_1_3_2_1_16_1"},{"unstructured":"PACE. 2021. Sample NSF application boilerplate describing PACE. https:\/\/pace.gatech.edu\/sample-nsf-application-boilerplate-describing-pace. Accessed: 2022-02-09.  PACE. 2021. Sample NSF application boilerplate describing PACE. https:\/\/pace.gatech.edu\/sample-nsf-application-boilerplate-describing-pace. Accessed: 2022-02-09.","key":"e_1_3_2_1_17_1"},{"unstructured":"PACE. 2021. Understanding the PACE Monthly Statement. https:\/\/docs.pace.gatech.edu\/moreInformation\/statements\/. Accessed: 2022-02-14.  PACE. 2021. Understanding the PACE Monthly Statement. https:\/\/docs.pace.gatech.edu\/moreInformation\/statements\/. Accessed: 2022-02-14.","key":"e_1_3_2_1_18_1"},{"unstructured":"PACE. 2022. Phoenix Cluster Utilization Per Node Class. https:\/\/pace.gatech.edu\/phoenix-cluster-utilization-node-class. Accessed: 2022-02-17.  PACE. 2022. Phoenix Cluster Utilization Per Node Class. https:\/\/pace.gatech.edu\/phoenix-cluster-utilization-node-class. Accessed: 2022-02-17.","key":"e_1_3_2_1_19_1"},{"unstructured":"Jeffrey\u00a0T. Palmer. 2020. Open XDMoD 9.0.0 Release Notes. https:\/\/github.com\/ubccr\/xdmod\/releases\/tag\/v9.0.0. Accessed: 2022-02-16.  Jeffrey\u00a0T. Palmer. 2020. Open XDMoD 9.0.0 Release Notes. https:\/\/github.com\/ubccr\/xdmod\/releases\/tag\/v9.0.0. Accessed: 2022-02-16.","key":"e_1_3_2_1_20_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_21_1","DOI":"10.1109\/MCSE.2015.68"},{"unstructured":"Jed Pressgrove. 2021. Supply Chain in Crisis: How Can IT Shops Weather the Storm?https:\/\/www.govtech.com\/computing\/supply-chain-in-crisis-how-can-it-shops-weather-the-storm. Accessed: 2022-02-02.  Jed Pressgrove. 2021. Supply Chain in Crisis: How Can IT Shops Weather the Storm?https:\/\/www.govtech.com\/computing\/supply-chain-in-crisis-how-can-it-shops-weather-the-storm. Accessed: 2022-02-02.","key":"e_1_3_2_1_22_1"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_23_1","DOI":"10.1145\/2949550.2952770"},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_24_1","DOI":"10.1145\/3093338.3104178"},{"volume-title":"A Research Computing and Data Capabilities Model for Strategic Decision-Making","author":"Schmitz Patrick","unstructured":"Patrick Schmitz , Claire Mizumoto , John Hicks , Dana Brunson , Gail Krovitz , James Bottum , Joel Cutcher-Gershenfeld , Karen Wetzel , and Thomas Cheatham . 2020. A Research Computing and Data Capabilities Model for Strategic Decision-Making . Association for Computing Machinery , New York, NY, USA , 77\u201384. https:\/\/doi.org\/10.1145\/3311790.3396643 10.1145\/3311790.3396643 Patrick Schmitz, Claire Mizumoto, John Hicks, Dana Brunson, Gail Krovitz, James Bottum, Joel Cutcher-Gershenfeld, Karen Wetzel, and Thomas Cheatham. 2020. A Research Computing and Data Capabilities Model for Strategic Decision-Making. Association for Computing Machinery, New York, NY, USA, 77\u201384. https:\/\/doi.org\/10.1145\/3311790.3396643","key":"e_1_3_2_1_25_1"},{"key":"e_1_3_2_1_26_1","volume-title":"SPEC CPU2006 Results. https:\/\/www.spec.org\/cpu2006\/results\/. Accessed: 2022-02-09","author":"SPEC.","year":"2018","unstructured":"SPEC. 2018 . SPEC CPU2006 Results. https:\/\/www.spec.org\/cpu2006\/results\/. Accessed: 2022-02-09 . SPEC. 2018. SPEC CPU2006 Results. https:\/\/www.spec.org\/cpu2006\/results\/. Accessed: 2022-02-09."},{"key":"e_1_3_2_1_27_1","volume-title":"SPEC CPU2017 Results. https:\/\/www.spec.org\/cpu2017\/results\/. Accessed: 2022-02-09","author":"SPEC.","year":"2022","unstructured":"SPEC. 2022 . SPEC CPU2017 Results. https:\/\/www.spec.org\/cpu2017\/results\/. Accessed: 2022-02-09 . SPEC. 2022. SPEC CPU2017 Results. https:\/\/www.spec.org\/cpu2017\/results\/. Accessed: 2022-02-09."},{"doi-asserted-by":"publisher","key":"e_1_3_2_1_28_1","DOI":"10.1145\/3332186.3332228"},{"unstructured":"Elizabeth Thomson. 2019. CODA OPENING Celebrates Innovation Industry Collaboration. https:\/\/news.gatech.edu\/archive\/features\/coda-opening-celebrates-innovation-industry-collaboration.shtml. Accessed: 2022-02-06.  Elizabeth Thomson. 2019. CODA OPENING Celebrates Innovation Industry Collaboration. https:\/\/news.gatech.edu\/archive\/features\/coda-opening-celebrates-innovation-industry-collaboration.shtml. Accessed: 2022-02-06.","key":"e_1_3_2_1_29_1"},{"unstructured":"Top500. 2020. Top500 Phoenix Entry. https:\/\/top500.org\/system\/179906\/. Accessed: 2022-02-17.  Top500. 2020. Top500 Phoenix Entry. https:\/\/top500.org\/system\/179906\/. Accessed: 2022-02-17.","key":"e_1_3_2_1_30_1"},{"volume-title":"Practice and Experience in Advanced Research Computing","author":"Trecakov Strahinja","unstructured":"Strahinja Trecakov and Nicholas Von\u00a0Wolff . 2021. Doing More with Less: Growth, Improvements, and Management of NMSU\u2019s Computing Capabilities . In Practice and Experience in Advanced Research Computing . Association for Computing Machinery , New York, NY, USA , Article 48, 4\u00a0pages. https:\/\/doi.org\/10.1145\/3437359.3465610 10.1145\/3437359.3465610 Strahinja Trecakov and Nicholas Von\u00a0Wolff. 2021. Doing More with Less: Growth, Improvements, and Management of NMSU\u2019s Computing Capabilities. In Practice and Experience in Advanced Research Computing. Association for Computing Machinery, New York, NY, USA, Article 48, 4\u00a0pages. https:\/\/doi.org\/10.1145\/3437359.3465610","key":"e_1_3_2_1_31_1"},{"unstructured":"UW-IT. 2021. Indirect Cost (F&A) Waiver for UW-IT Research Storage Compute and Cloud Services.  UW-IT. 2021. Indirect Cost (F&A) Waiver for UW-IT Research Storage Compute and Cloud Services.","key":"e_1_3_2_1_32_1"}],"event":{"sponsor":["SIGAPP ACM Special Interest Group on Applied Computing","SIGHPC ACM Special Interest Group on High Performance Computing, Special Interest Group on High Performance Computing"],"acronym":"PEARC '22","name":"PEARC '22: Practice and Experience in Advanced Research Computing","location":"Boston MA USA"},"container-title":["Practice and Experience in Advanced Research Computing"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3491418.3530767","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3491418.3530767","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T19:30:48Z","timestamp":1750188648000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3491418.3530767"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,8]]},"references-count":32,"alternative-id":["10.1145\/3491418.3530767","10.1145\/3491418"],"URL":"https:\/\/doi.org\/10.1145\/3491418.3530767","relation":{},"subject":[],"published":{"date-parts":[[2022,7,8]]},"assertion":[{"value":"2022-07-08","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}