{"id":"https://openalex.org/W4401159713","doi":"https://doi.org/10.1145/3673038.3673070","title":"Viper: A High-Performance I/O Framework for Transparently Updating, Storing, and Transferring Deep Neural Network Models","display_name":"Viper: A High-Performance I/O Framework for Transparently Updating, Storing, and Transferring Deep Neural Network Models","publication_year":2024,"publication_date":"2024-08-08","ids":{"openalex":"https://openalex.org/W4401159713","doi":"https://doi.org/10.1145/3673038.3673070"},"language":"en","primary_location":{"id":"doi:10.1145/3673038.3673070","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3673038.3673070","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3673038.3673070","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 53rd International Conference on Parallel Processing","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3673038.3673070","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106355306","display_name":"Jie Ye","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jie Ye","raw_affiliation_strings":["Illinois Institute of Technology, United States of America","IIT - Illinois Institute of Technology (Chicago, IL 60616 - United States)"],"raw_orcid":"https://orcid.org/0009-0003-3985-7896","affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, United States of America","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"IIT - Illinois Institute of Technology (Chicago, IL 60616 - United States)","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081673473","display_name":"Jaime Cernuda","orcid":"https://orcid.org/0000-0002-1694-6541"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaime Cernuda","raw_affiliation_strings":["Illinois Institute of Technology, United States of America","IIT - Illinois Institute of Technology (Chicago, IL 60616 - United States)"],"raw_orcid":"https://orcid.org/0000-0002-1694-6541","affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, United States of America","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"IIT - Illinois Institute of Technology (Chicago, IL 60616 - United States)","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026206201","display_name":"Neeraj Rajesh","orcid":"https://orcid.org/0000-0002-9719-9567"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neeraj Rajesh","raw_affiliation_strings":["Illinois Institute of Technology, United States of America","IIT - Illinois Institute of Technology (Chicago, IL 60616 - United States)"],"raw_orcid":"https://orcid.org/0000-0002-9719-9567","affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, United States of America","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"IIT - Illinois Institute of Technology (Chicago, IL 60616 - United States)","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060587433","display_name":"Keith Bateman","orcid":"https://orcid.org/0000-0003-4023-3485"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keith Bateman","raw_affiliation_strings":["Illinois Institute of Technology, United States of America","IIT - Illinois Institute of Technology (Chicago, IL 60616 - United States)"],"raw_orcid":"https://orcid.org/0000-0003-4023-3485","affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, United States of America","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"IIT - Illinois Institute of Technology (Chicago, IL 60616 - United States)","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106355290","display_name":"Or\u00e7un Yildiz","orcid":"https://orcid.org/0009-0006-5910-9221"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Orcun Yildiz","raw_affiliation_strings":["Argonne National Laboratory, United States of America","ANL - Argonne National Laboratory [Lemont] (9700 S Cass Ave B109, Lemont, IL, 60439 - United States)"],"raw_orcid":"https://orcid.org/0009-0006-5910-9221","affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, United States of America","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"ANL - Argonne National Laboratory [Lemont] (9700 S Cass Ave B109, Lemont, IL, 60439 - United States)","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057612088","display_name":"Tom Peterka","orcid":null},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tom Peterka","raw_affiliation_strings":["Argonne National Laboratory, United States of America","ANL - Argonne National Laboratory [Lemont] (9700 S Cass Ave B109, Lemont, IL, 60439 - United States)"],"raw_orcid":"https://orcid.org/0000-0002-0525-3205","affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, United States of America","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"ANL - Argonne National Laboratory [Lemont] (9700 S Cass Ave B109, Lemont, IL, 60439 - United States)","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065416310","display_name":"Arnur Nigmetov","orcid":"https://orcid.org/0000-0003-4823-5311"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arnur Nigmetov","raw_affiliation_strings":["Lawrence Berkeley National Laboratory, United States of America","LBNL - Lawrence Berkeley National Laboratory [Berkeley] (1 Cyclotron Rd. MS 50A-1148, Berkeley, CA 94720 - United States)"],"raw_orcid":"https://orcid.org/0000-0003-4823-5311","affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory, United States of America","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"LBNL - Lawrence Berkeley National Laboratory [Berkeley] (1 Cyclotron Rd. MS 50A-1148, Berkeley, CA 94720 - United States)","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060468015","display_name":"Dmitriy Morozov","orcid":"https://orcid.org/0000-0002-4330-6670"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dmitriy Morozov","raw_affiliation_strings":["Lawrence Berkeley National Laboratory, United States of America","LBNL - Lawrence Berkeley National Laboratory [Berkeley] (1 Cyclotron Rd. MS 50A-1148, Berkeley, CA 94720 - United States)"],"raw_orcid":"https://orcid.org/0000-0002-4330-6670","affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory, United States of America","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"LBNL - Lawrence Berkeley National Laboratory [Berkeley] (1 Cyclotron Rd. MS 50A-1148, Berkeley, CA 94720 - United States)","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057665558","display_name":"Xian\u2010He Sun","orcid":"https://orcid.org/0000-0002-1093-0792"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xian-He Sun","raw_affiliation_strings":["Illinois Institute of Technology, United States of America","IIT - Illinois Institute of Technology (Chicago, IL 60616 - United States)"],"raw_orcid":"https://orcid.org/0000-0002-1093-0792","affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, United States of America","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"IIT - Illinois Institute of Technology (Chicago, IL 60616 - United States)","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076884394","display_name":"Anthony Kougkas","orcid":"https://orcid.org/0000-0003-3943-663X"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anthony Kougkas","raw_affiliation_strings":["Illinois Institute of Technology, United States of America","IIT - Illinois Institute of Technology (Chicago, IL 60616 - United States)"],"raw_orcid":"https://orcid.org/0000-0003-3943-663X","affiliations":[{"raw_affiliation_string":"Illinois Institute of Technology, United States of America","institution_ids":["https://openalex.org/I180949307"]},{"raw_affiliation_string":"IIT - Illinois Institute of Technology (Chicago, IL 60616 - United States)","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085745891","display_name":"Bogdan Nicolae","orcid":"https://orcid.org/0000-0002-0661-7509"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bogdan Nicolae","raw_affiliation_strings":["Argonne National Laboratory, United States of America","ANL - Argonne National Laboratory [Lemont] (9700 S Cass Ave B109, Lemont, IL, 60439 - United States)"],"raw_orcid":"https://orcid.org/0000-0002-0661-7509","affiliations":[{"raw_affiliation_string":"Argonne National Laboratory, United States of America","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"ANL - Argonne National Laboratory [Lemont] (9700 S Cass Ave B109, Lemont, IL, 60439 - United States)","institution_ids":["https://openalex.org/I1282105669"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2452,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51487207,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"812","last_page":"821"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9672999978065491,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/viper","display_name":"VIPeR","score":0.777410089969635},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.774358332157135},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.525373101234436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4331919252872467},{"id":"https://openalex.org/keywords/deep-neural-networks","display_name":"Deep neural networks","score":0.42249998450279236},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3570338487625122},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3345091938972473},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07722842693328857}],"concepts":[{"id":"https://openalex.org/C2780389661","wikidata":"https://www.wikidata.org/wiki/Q1528875","display_name":"VIPeR","level":3,"score":0.777410089969635},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.774358332157135},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.525373101234436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4331919252872467},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.42249998450279236},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3570338487625122},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3345091938972473},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07722842693328857},{"id":"https://openalex.org/C2779448229","wikidata":"https://www.wikidata.org/wiki/Q3386847","display_name":"Venom","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3673038.3673070","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3673038.3673070","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3673038.3673070","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 53rd International Conference on Parallel Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04664225v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04664225","pdf_url":"https://hal.science/hal-04664225v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICPP'24: The 53nd International Conference on Parallel Processing, Aug 2024, Gotland, Sweden. ⟨10.1145/3673038.3673070⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1145/3673038.3673070","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3673038.3673070","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3673038.3673070","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 53rd International Conference on Parallel Processing","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1286236842","display_name":null,"funder_award_id":"-AC02-05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1799333409","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G217431868","display_name":"Frameworks: Collaborative Research: ChronoLog: A High-Performance Storage Infrastructure for Activity and Log Workloads","funder_award_id":"2104013","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G273650380","display_name":null,"funder_award_id":"DE-AC02-06CH11357,DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G2777053550","display_name":null,"funder_award_id":"AC02-06CH11357","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3083819904","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3944918260","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G4501827968","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G4565140552","display_name":null,"funder_award_id":"-AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G498139845","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G6348972864","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6545716772","display_name":null,"funder_award_id":"CSSI-2104013,Core-2313154","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6558272803","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6848031779","display_name":null,"funder_award_id":"06CH11357","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G6918803902","display_name":null,"funder_award_id":"06CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G7233692708","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7351994996","display_name":null,"funder_award_id":"DE-AC02-06CH11357","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7954425250","display_name":null,"funder_award_id":"DE-AC02-06CH11357","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8045456261","display_name":"OAC Core: LABIOS: Storage Acceleration via Data Labeling and Asynchronous I/O","funder_award_id":"2313154","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8143874970","display_name":null,"funder_award_id":"AC02-06CH11357","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G969889393","display_name":null,"funder_award_id":"DE-AC02-","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337377","display_name":"Office of Advanced Cyberinfrastructure","ror":"https://ror.org/04nh1dc89"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401159713.pdf"},"referenced_works_count":20,"referenced_works":["https://openalex.org/W95608104","https://openalex.org/W135411915","https://openalex.org/W2037979274","https://openalex.org/W2887117815","https://openalex.org/W2906137127","https://openalex.org/W2915854813","https://openalex.org/W2963304552","https://openalex.org/W3003709258","https://openalex.org/W3004220063","https://openalex.org/W3021124033","https://openalex.org/W3080366021","https://openalex.org/W3097816393","https://openalex.org/W3099490698","https://openalex.org/W4205677385","https://openalex.org/W4206554832","https://openalex.org/W4286307997","https://openalex.org/W4286909924","https://openalex.org/W4296591836","https://openalex.org/W4308609512","https://openalex.org/W4381327335"],"related_works":["https://openalex.org/W15444843","https://openalex.org/W137568860","https://openalex.org/W2025448779","https://openalex.org/W4233990269","https://openalex.org/W2414993768","https://openalex.org/W2992074815","https://openalex.org/W4394258765","https://openalex.org/W3114349555","https://openalex.org/W2515902514","https://openalex.org/W3156299709"],"abstract_inverted_index":{"Scientific":[0],"workflows":[1],"increasingly":[2],"need":[3],"to":[4,55,59,90,107,128,134,153,204],"train":[5],"a":[6,19,102,109,148],"DNN":[7],"model":[8,35,47,62,76,120,150,155,169],"in":[9],"real-time":[10],"during":[11],"an":[12,124],"experiment":[13],"(e.g.":[14],"using":[15,22,175,184],"ground":[16],"truth":[17],"from":[18,194],"simulation),":[20],"while":[21],"it":[23],"at":[24],"the":[25,33,37,61,65,115,118,130,136,168,176,185,205],"same":[26,34],"time":[27],"for":[28],"inferences.":[29],"Instead":[30],"of":[31,64,117,207],"sharing":[32],"instance,":[36],"training":[38,139],"(producer)":[39],"and":[40,67,113,141,181],"inference":[41,79,93,125,142,201],"server":[42],"(consumer)":[43],"often":[44],"use":[45],"different":[46],"replicas":[48],"that":[49,164],"are":[50],"kept":[51],"synchronized.":[52],"In":[53],"addition":[54],"efficient":[56],"I/O":[57,104],"techniques":[58],"keep":[60],"replica":[63],"producer":[66],"consumer":[68],"synchronized,":[69],"there":[70],"is":[71],"another":[72],"important":[73],"trade-off:":[74],"frequent":[75],"updates":[77,87],"enhance":[78],"quality":[80,143],"but":[81],"may":[82,88],"slow":[83],"down":[84],"training;":[85],"infrequent":[86],"lead":[89],"less":[91],"precise":[92],"results.":[94],"To":[95],"address":[96],"these":[97],"challenges,":[98],"we":[99],"introduce":[100],"Viper:":[101],"new":[103],"framework":[105],"designed":[106],"determine":[108],"near-optimal":[110],"checkpoint":[111,132,191],"schedule":[112,133,192],"accelerate":[114,154],"delivery":[116,156],"latest":[119],"updates.":[121],"Viper":[122,165],"builds":[123],"performance":[126],"predictor":[127,196],"identify":[129],"optimal":[131],"balance":[135],"trade-off":[137],"between":[138],"slowdown":[140],"improvement.":[144],"It":[145],"also":[146,197],"creates":[147],"memory-first":[149],"transfer":[151,179],"engine":[152,180],"through":[157],"direct":[158],"memory-to-memory":[159],"communication.":[160],"Our":[161],"experiments":[162],"show":[163],"can":[166],"reduce":[167],"update":[170],"latency":[171],"by":[172],"\u2248":[173,182],"9x":[174],"GPU-to-GPU":[177],"data":[178,188],"3x":[183],"DRAM-to-DRAM":[186],"host":[187],"transfer.":[189],"The":[190],"obtained":[193],"Viper\u2019s":[195],"demonstrates":[198],"improved":[199],"cumulative":[200],"accuracy":[202],"compared":[203],"baseline":[206],"epoch-based":[208],"solutions.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}