{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,6]],"date-time":"2026-04-06T14:51:39Z","timestamp":1775487099779,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":31,"publisher":"ACM","license":[{"start":{"date-parts":[[2018,5,8]],"date-time":"2018-05-08T00:00:00Z","timestamp":1525737600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"EU-H2020-RIA Rephrase","award":["no. 644235"],"award-info":[{"award-number":["no. 644235"]}]},{"name":"Regione Piemonte, Italia","award":["Application n. 321-17"],"award-info":[{"award-number":["Application n. 321-17"]}]},{"name":"EU-H2020-IA Fortissimo-2","award":["no. 680481"],"award-info":[{"award-number":["no. 680481"]}]},{"name":"EU-H2020-RIA Toreador","award":["no. 688797"],"award-info":[{"award-number":["no. 688797"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2018,5,8]]},"DOI":"10.1145\/3203217.3205340","type":"proceedings-article","created":{"date-parts":[[2018,7,26]],"date-time":"2018-07-26T11:58:06Z","timestamp":1532606286000},"page":"279-286","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":36,"title":["HPC4AI"],"prefix":"10.1145","author":[{"given":"Marco","family":"Aldinucci","sequence":"first","affiliation":[{"name":"University of Torino, Italy"}]},{"given":"Sergio","family":"Rabellino","sequence":"additional","affiliation":[{"name":"University of Torino, Italy"}]},{"given":"Marco","family":"Pironti","sequence":"additional","affiliation":[{"name":"University of Torino, Italy"}]},{"given":"Filippo","family":"Spiga","sequence":"additional","affiliation":[{"name":"University of Torino, Italy"}]},{"given":"Paolo","family":"Viviani","sequence":"additional","affiliation":[{"name":"University of Torino, Italy"}]},{"given":"Maurizio","family":"Drocco","sequence":"additional","affiliation":[{"name":"University of Torino, Italy"}]},{"given":"Marco","family":"Guerzoni","sequence":"additional","affiliation":[{"name":"University of Torino, Italy"}]},{"given":"Guido","family":"Boella","sequence":"additional","affiliation":[{"name":"University of Torino, Italy"}]},{"given":"Marco","family":"Mellia","sequence":"additional","affiliation":[{"name":"Politecnico di Torino, Italy"}]},{"given":"Paolo","family":"Margara","sequence":"additional","affiliation":[{"name":"Politecnico di Torino, Italy"}]},{"given":"Idilio","family":"Drago","sequence":"additional","affiliation":[{"name":"Politecnico di Torino, Italy"}]},{"given":"Roberto","family":"Marturano","sequence":"additional","affiliation":[{"name":"Politecnico di Torino, Italy"}]},{"given":"Guido","family":"Marchetto","sequence":"additional","affiliation":[{"name":"Politecnico di Torino, Italy"}]},{"given":"Elio","family":"Piccolo","sequence":"additional","affiliation":[{"name":"Politecnico di Torino, Italy"}]},{"given":"Stefano","family":"Bagnasco","sequence":"additional","affiliation":[{"name":"INFN Torino, Italy"}]},{"given":"Stefano","family":"Lusso","sequence":"additional","affiliation":[{"name":"INFN Torino, Italy"}]},{"given":"Sara","family":"Vallero","sequence":"additional","affiliation":[{"name":"INFN Torino, Italy"}]},{"given":"Giuseppe","family":"Attardi","sequence":"additional","affiliation":[{"name":"Consortium GARR, Italy"}]},{"given":"Alex","family":"Barchiesi","sequence":"additional","affiliation":[{"name":"Consortium GARR, Italy"}]},{"given":"Alberto","family":"Colla","sequence":"additional","affiliation":[{"name":"Consortium GARR, Italy"}]},{"given":"Fulvio","family":"Galeazzi","sequence":"additional","affiliation":[{"name":"Consortium GARR, Italy"}]}],"member":"320","published-online":{"date-parts":[[2018,5,8]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/898\/8\/082039"},{"key":"e_1_3_2_1_2_1","volume-title":"Mar","author":"Storage Networking Industry Association","year":"2018","unstructured":"Storage Networking Industry Association . 2018. Cloud Data Management Interface. https:\/\/www.snia.org\/cdmi\/. (Last accessed , Mar 2018 ). Storage Networking Industry Association. 2018. Cloud Data Management Interface. https:\/\/www.snia.org\/cdmi\/. (Last accessed, Mar 2018)."},{"key":"e_1_3_2_1_3_1","volume-title":"Declarative Modeling for Building a Cloud Federation and Cloud Applications. CoRR abs\/1706.05272","author":"Attardi Giuseppe","year":"2017","unstructured":"Giuseppe Attardi , Alex Barchiesi , Alberto Colla , Fulvio Galeazzi , Giovanni Marzulli , and Mario Reale . 2017. Declarative Modeling for Building a Cloud Federation and Cloud Applications. CoRR abs\/1706.05272 ( 2017 ), 1--23. arXiv:1706.05272 http:\/\/arxiv.org\/abs\/1706.05272 Giuseppe Attardi, Alex Barchiesi, Alberto Colla, Fulvio Galeazzi, Giovanni Marzulli, and Mario Reale. 2017. Declarative Modeling for Building a Cloud Federation and Cloud Applications. CoRR abs\/1706.05272 (2017), 1--23. arXiv:1706.05272 http:\/\/arxiv.org\/abs\/1706.05272"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-48992-6_25"},{"key":"e_1_3_2_1_5_1","volume-title":"Mar","author":"Apache Brooklyn Brooklyn","year":"2018","unstructured":"Brooklyn 2018. Apache Brooklyn . https:\/\/brooklyn.apache.org\/. (Last accessed , Mar 2018 ). Brooklyn 2018. Apache Brooklyn. https:\/\/brooklyn.apache.org\/. (Last accessed, Mar 2018)."},{"key":"e_1_3_2_1_6_1","unstructured":"bwCloud 2018. bwCloud Project. http:\/\/www.bw-cloud.org\/. (Last accessed Mar 2018).  bwCloud 2018. bwCloud Project. http:\/\/www.bw-cloud.org\/. (Last accessed Mar 2018)."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.lrp.2009.07.010"},{"key":"e_1_3_2_1_8_1","unstructured":"Roberto Di Cosmo and Stefano Zacchiroli. 2017. Software Heritage: Why and How to Preserve Software Source Code. In iPRES 2017: 14th International Conference on Digital Preservation (2017-09-25). Kyoto Japan 1--10. https:\/\/hal.archives-ouvertes.fr\/hal-01590958  Roberto Di Cosmo and Stefano Zacchiroli. 2017. Software Heritage: Why and How to Preserve Software Source Code. In iPRES 2017: 14th International Conference on Digital Preservation (2017-09-25). Kyoto Japan 1--10. https:\/\/hal.archives-ouvertes.fr\/hal-01590958"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1327452.1327492"},{"key":"e_1_3_2_1_10_1","volume-title":"Mar","author":"Hybrid DEEP","year":"2018","unstructured":"DEEP Hybrid DataCloud 2018. DEEP Hybrid DataCloud project. https:\/\/deep-hybrid-datacloud.eu. (Last accessed , Mar 2018 ). DEEP Hybrid DataCloud 2018. DEEP Hybrid DataCloud project. https:\/\/deep-hybrid-datacloud.eu. (Last accessed, Mar 2018)."},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2015.09.235"},{"key":"e_1_3_2_1_12_1","unstructured":"ESFRI. 2016. ESFRI Roadmap 2016. http:\/\/www.esfri.eu\/roadmap-2016. (2016).  ESFRI. 2016. ESFRI Roadmap 2016. http:\/\/www.esfri.eu\/roadmap-2016. (2016)."},{"key":"e_1_3_2_1_13_1","unstructured":"eXtreme Hybrid DataCloud 2018. eXtreme DataCloud project. http:\/\/www.extreme-datacloud.eu. (Last accessed Mar 2018).  eXtreme Hybrid DataCloud 2018. eXtreme DataCloud project. http:\/\/www.extreme-datacloud.eu. (Last accessed Mar 2018)."},{"key":"e_1_3_2_1_14_1","unstructured":"GARR. 2016. Federated Cloud Reference Architecture. (2016).  GARR. 2016. Federated Cloud Reference Architecture. (2016)."},{"key":"e_1_3_2_1_15_1","volume-title":"Mar","author":"Helix Nebula Helix","year":"2018","unstructured":"Helix 2018. Helix Nebula . http:\/\/www.helix-nebula.eu\/. (Last accessed , Mar 2018 ). Helix 2018. Helix Nebula. http:\/\/www.helix-nebula.eu\/. (Last accessed, Mar 2018)."},{"key":"e_1_3_2_1_16_1","volume-title":"Mar","author":"DataCloud","year":"2018","unstructured":"Indigo- DataCloud 2018. Indigo Data Cloud project. https:\/\/www.indigo-datacloud.eu\/. (Last accessed , Mar 2018 ). Indigo-DataCloud 2018. Indigo Data Cloud project. https:\/\/www.indigo-datacloud.eu\/. (Last accessed, Mar 2018)."},{"key":"e_1_3_2_1_17_1","volume-title":"Unleashing Docker for HPC. Cray User Group Conference (CUG'15)","author":"Jacobsen Douglas M","year":"2015","unstructured":"Douglas M Jacobsen and Richard Shane Canon . 2015 . Contain This , Unleashing Docker for HPC. Cray User Group Conference (CUG'15) . (2015). Cray User Group 2015. Douglas M Jacobsen and Richard Shane Canon. 2015. Contain This, Unleashing Docker for HPC. Cray User Group Conference (CUG'15). (2015). Cray User Group 2015."},{"key":"e_1_3_2_1_18_1","volume-title":"Mar","author":"Canonical Group ltd. 2018.","year":"2018","unstructured":"Canonical Group ltd. 2018. https:\/\/jujucharms.com. (Last accessed , Mar 2018 ). Canonical Group ltd. 2018. https:\/\/jujucharms.com. (Last accessed, Mar 2018)."},{"key":"e_1_3_2_1_19_1","unstructured":"Lustre 2018. Lustre file system. http:\/\/lustre.org\/. (Last accessed Mar 2018).  Lustre 2018. Lustre file system. http:\/\/lustre.org\/. (Last accessed Mar 2018)."},{"key":"e_1_3_2_1_20_1","volume-title":"Mar","author":"Apache Mesos Mesos","year":"2018","unstructured":"Mesos 2018. Apache Mesos . http:\/\/mesos.apache.org. (Last accessed , Mar 2018 ). Mesos 2018. Apache Mesos. http:\/\/mesos.apache.org. (Last accessed, Mar 2018)."},{"key":"e_1_3_2_1_21_1","volume-title":"Mixed Precision Training. CoRR abs\/1710.03740","author":"Micikevicius Paulius","year":"2017","unstructured":"Paulius Micikevicius , Sharan Narang , Jonah Alben , Gregory F. Diamos , Erich Elsen , David Garcia , Boris Ginsburg , Michael Houston , Oleksii Kuchaiev , Ganesh Venkatesh , and Hao Wu. 2017. Mixed Precision Training. CoRR abs\/1710.03740 ( 2017 ), 1--12. http:\/\/arxiv.org\/abs\/1710.03740 Paulius Micikevicius, Sharan Narang, Jonah Alben, Gregory F. Diamos, Erich Elsen, David Garcia, Boris Ginsburg, Michael Houston, Oleksii Kuchaiev, Ganesh Venkatesh, and Hao Wu. 2017. Mixed Precision Training. CoRR abs\/1710.03740 (2017), 1--12. http:\/\/arxiv.org\/abs\/1710.03740"},{"key":"e_1_3_2_1_22_1","volume-title":"Mar","author":"Nectar Cloud Nectar","year":"2018","unstructured":"Nectar 2018. Nectar Cloud . https:\/\/nectar.org.au\/. (Last accessed , Mar 2018 ). Nectar 2018. Nectar Cloud. https:\/\/nectar.org.au\/. (Last accessed, Mar 2018)."},{"key":"e_1_3_2_1_23_1","unstructured":"OCCI 2018. Open Cloud Computing Interface. http:\/\/occi-wg.org\/. (Last accessed Mar 2018).  OCCI 2018. Open Cloud Computing Interface. http:\/\/occi-wg.org\/. (Last accessed Mar 2018)."},{"key":"e_1_3_2_1_24_1","unstructured":"Canada Department of Finance. 2018. Growing Canada's Advantage in Artificial Intelligence. http:\/\/www.fin.gc.ca\/n17\/17-026-eng.asp. (Last accessed Mar 2018).  Canada Department of Finance. 2018. Growing Canada's Advantage in Artificial Intelligence. http:\/\/www.fin.gc.ca\/n17\/17-026-eng.asp. (Last accessed Mar 2018)."},{"key":"e_1_3_2_1_25_1","volume-title":"Mar","author":"Singularity","year":"2018","unstructured":"Singularity 2018. http:\/\/singularity.lbl.gov\/. (Last accessed , Mar 2018 ). Singularity 2018. http:\/\/singularity.lbl.gov\/. (Last accessed, Mar 2018)."},{"key":"e_1_3_2_1_26_1","volume-title":"VOS-GAN: Adversarial Learning of Visual-Temporal Dynamics for Unsupervised Dense Prediction in Videos. CoRR abs\/1803.09092 (March","author":"Spampinato Concetto","year":"2018","unstructured":"Concetto Spampinato , Simone Palazzo , Pierluca D'Oro , Francesca Murabito , Daniela Giordano , and Mubarak Shah . 2018. VOS-GAN: Adversarial Learning of Visual-Temporal Dynamics for Unsupervised Dense Prediction in Videos. CoRR abs\/1803.09092 (March 2018 ), 1--18. https:\/\/arxiv.org\/abs\/1803.09092 Concetto Spampinato, Simone Palazzo, Pierluca D'Oro, Francesca Murabito, Daniela Giordano, and Mubarak Shah. 2018. VOS-GAN: Adversarial Learning of Visual-Temporal Dynamics for Unsupervised Dense Prediction in Videos. CoRR abs\/1803.09092 (March 2018), 1--18. https:\/\/arxiv.org\/abs\/1803.09092"},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2016.10.010"},{"key":"e_1_3_2_1_28_1","volume-title":"Mar","author":"Stigliz Joseph E.","year":"2018","unstructured":"Joseph E. Stigliz . 2018. America Has a Monopoly Problem-and It's Huge. https:\/\/www.thenation.com\/article\/america-has-a-monopoly-problem-and-its-huge\/. (Last accessed , Mar 2018 ). Joseph E. Stigliz. 2018. America Has a Monopoly Problem-and It's Huge. https:\/\/www.thenation.com\/article\/america-has-a-monopoly-problem-and-its-huge\/. (Last accessed, Mar 2018)."},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.lrp.2009.07.003"},{"key":"e_1_3_2_1_30_1","volume-title":"Mar","author":"Foundation The Linux","year":"2018","unstructured":"The Linux Foundation Project 2018. AcumosAI. https:\/\/www.acumos.org\/platform\/. (Last accessed , Mar 2018 ). The Linux Foundation Project 2018. AcumosAI. https:\/\/www.acumos.org\/platform\/. (Last accessed, Mar 2018)."},{"key":"e_1_3_2_1_31_1","volume-title":"Mar","author":"Toreador","year":"2018","unstructured":"Toreador 2018. TOREADOR project: TrustwOrthy model-awaRE Analytics Data platfORm. (Last accessed , Mar 2018 ). Toreador 2018. TOREADOR project: TrustwOrthy model-awaRE Analytics Data platfORm. (Last accessed, Mar 2018)."}],"event":{"name":"CF '18: Computing Frontiers Conference","location":"Ischia Italy","acronym":"CF '18","sponsor":["SIGMICRO ACM Special Interest Group on Microarchitectural Research and Processing"]},"container-title":["Proceedings of the 15th ACM International Conference on Computing Frontiers"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3203217.3205340","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3203217.3205340","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:08:47Z","timestamp":1750208927000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3203217.3205340"}},"subtitle":["an AI-on-demand federated platform endeavour"],"short-title":[],"issued":{"date-parts":[[2018,5,8]]},"references-count":31,"alternative-id":["10.1145\/3203217.3205340","10.1145\/3203217"],"URL":"https:\/\/doi.org\/10.1145\/3203217.3205340","relation":{},"subject":[],"published":{"date-parts":[[2018,5,8]]},"assertion":[{"value":"2018-05-08","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}