{"id":"https://openalex.org/W4388561311","doi":"https://doi.org/10.1145/3624062.3624243","title":"Value-Based Resource Management at SoC Scale","display_name":"Value-Based Resource Management at SoC Scale","publication_year":2023,"publication_date":"2023-11-10","ids":{"openalex":"https://openalex.org/W4388561311","doi":"https://doi.org/10.1145/3624062.3624243"},"language":"en","primary_location":{"id":"doi:10.1145/3624062.3624243","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3624062.3624243","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3624062.3624243","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 SC '23 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis","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/10.1145/3624062.3624243","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063099423","display_name":"Serhan Gener","orcid":"https://orcid.org/0000-0002-8163-1191"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Serhan Gener","raw_affiliation_strings":["University of Arizona, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Arizona, United States of America","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028340901","display_name":"Sahil Hassan","orcid":"https://orcid.org/0000-0002-4574-9555"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sahil Hassan","raw_affiliation_strings":["University of Arizona, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Arizona, United States of America","institution_ids":["https://openalex.org/I138006243"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080974820","display_name":"Ali Akoglu","orcid":"https://orcid.org/0000-0001-7982-8991"},"institutions":[{"id":"https://openalex.org/I138006243","display_name":"University of Arizona","ror":"https://ror.org/03m2x1q45","country_code":"US","type":"education","lineage":["https://openalex.org/I138006243"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Akoglu","raw_affiliation_strings":["University of Arizona, United States of America"],"affiliations":[{"raw_affiliation_string":"University of Arizona, United States of America","institution_ids":["https://openalex.org/I138006243"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063099423"],"corresponding_institution_ids":["https://openalex.org/I138006243"],"apc_list":null,"apc_paid":null,"fwci":0.1987,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53088304,"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":"1642","last_page":"1650"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/computer-science","display_name":"Computer science","score":0.6274488568305969},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.5563374161720276},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5395568609237671},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4739663302898407},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.17846053838729858}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6274488568305969},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.5563374161720276},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5395568609237671},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4739663302898407},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.17846053838729858},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3624062.3624243","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3624062.3624243","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3624062.3624243","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 SC '23 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.arizona.edu:10150/672205","is_oa":true,"landing_page_url":"http://hdl.handle.net/10150/672205","pdf_url":"https://repository.arizona.edu/bitstream/10150/672205/1/3624062.3624243.pdf","source":{"id":"https://openalex.org/S4306400271","display_name":"UA Campus Repository (The University of Arizona)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I138006243","host_organization_name":"University of Arizona","host_organization_lineage":["https://openalex.org/I138006243"],"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":"ACM International Conference Proceeding Series","raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3624062.3624243","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3624062.3624243","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3624062.3624243","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 SC '23 Workshops of the International Conference on High Performance Computing, Network, Storage, and Analysis","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.6700000166893005}],"awards":[{"id":"https://openalex.org/G5048584031","display_name":null,"funder_award_id":"A8650-18-2-7860","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G599699146","display_name":null,"funder_award_id":"FA8650-18-2-7860","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"},{"id":"https://openalex.org/G647044356","display_name":null,"funder_award_id":"FA8650-18-2-7860","funder_id":"https://openalex.org/F4320338294","funder_display_name":"Air Force Research Laboratory"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320332815","display_name":"Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"},{"id":"https://openalex.org/F4320338294","display_name":"Air Force Research Laboratory","ror":"https://ror.org/02e2egq70"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388561311.pdf","grobid_xml":"https://content.openalex.org/works/W4388561311.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1417403813","https://openalex.org/W1922045932","https://openalex.org/W2011039300","https://openalex.org/W2052903923","https://openalex.org/W2113890896","https://openalex.org/W2147387844","https://openalex.org/W2149294210","https://openalex.org/W2398534651","https://openalex.org/W2534880476","https://openalex.org/W2546653458","https://openalex.org/W2560583291","https://openalex.org/W2620579600","https://openalex.org/W2737896932","https://openalex.org/W2744120858","https://openalex.org/W2762052193","https://openalex.org/W2783999187","https://openalex.org/W2885760137","https://openalex.org/W2912012512","https://openalex.org/W2920083447","https://openalex.org/W2946670790","https://openalex.org/W2983129043","https://openalex.org/W2997987659","https://openalex.org/W3001498964","https://openalex.org/W3012501110","https://openalex.org/W3020263945","https://openalex.org/W3091023227","https://openalex.org/W3119212561","https://openalex.org/W3187688612","https://openalex.org/W4200300530","https://openalex.org/W4223941569","https://openalex.org/W4242068627","https://openalex.org/W4281962866","https://openalex.org/W4308654856"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Value-based":[0],"resource":[1,41,77,112,133],"management":[2,42,78,113,134],"heuristics,":[3],"which":[4],"are":[5,65,83],"traditionally":[6],"deployed":[7],"in":[8,59],"heterogeneous":[9,44],"HPC":[10,147],"systems,":[11],"maximize":[12],"system":[13,63,137],"productivity":[14],"by":[15,67],"assigning":[16],"resources":[17,64],"to":[18,30,51,85],"each":[19,31],"job":[20],"based":[21],"on":[22,135],"its":[23,49],"priority":[24],"and":[25,47,70,144],"estimated":[26,84],"value":[27],"gain":[28,89],"relative":[29],"job\u2019s":[32],"completion":[33],"time.":[34],"We":[35],"investigate":[36],"the":[37,92],"utility":[38],"of":[39,94,98,139],"value-based":[40,76,111,132],"at":[43,106],"SoC":[45],"scale":[46],"demonstrate":[48],"ability":[50],"make":[52],"effective":[53],"scheduling":[54,103,115],"decisions":[55],"for":[56,128],"time-constrained":[57],"jobs":[58,100],"oversubscribed":[60],"systems":[61],"where":[62],"shared":[66],"multiple":[68],"users":[69],"applications":[71],"arrive":[72],"dynamically.":[73],"The":[74,110],"proposed":[75],"approach":[79],"drops":[80],"tasks":[81],"that":[82],"result":[86],"with":[87,91,101],"lower-value":[88],"dynamically":[90],"aim":[93],"completing":[95],"more":[96],"number":[97],"high-value":[99],"a":[102,117,125,130,136,145],"decision":[104],"time":[105],"120\u03bc":[107],"s":[108],"scale.":[109],"treats":[114],"as":[116],"global":[118],"optimization":[119],"problem,":[120],"therefore":[121],"this":[122],"study":[123],"sets":[124],"path":[126],"forward":[127],"deploying":[129],"unified":[131],"composed":[138],"front-end":[140],"SoC-based":[141],"edge":[142],"devices":[143],"back-end":[146],"system.":[148]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}