{"id":"https://openalex.org/W4389321768","doi":"https://doi.org/10.1145/3631309.3632836","title":"Benchmarks for Job Scheduling in Ultra-Distributed Systems","display_name":"Benchmarks for Job Scheduling in Ultra-Distributed Systems","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4389321768","doi":"https://doi.org/10.1145/3631309.3632836"},"language":"en","primary_location":{"id":"doi:10.1145/3631309.3632836","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3631309.3632836","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Middleware for the Computing Continuum","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056645094","display_name":"Kundjanasith Thonglek","orcid":"https://orcid.org/0000-0002-2465-0935"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kundjanasith Thonglek","raw_affiliation_strings":["Cybermedia Center, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Cybermedia Center, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045429861","display_name":"Chonho Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Chonho Lee","raw_affiliation_strings":["Cybermedia Center, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Cybermedia Center, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077270824","display_name":"Hirotake Abe","orcid":"https://orcid.org/0000-0003-3496-8186"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hirotake Abe","raw_affiliation_strings":["Cybermedia Center, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Cybermedia Center, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042238022","display_name":"Arata Endo","orcid":"https://orcid.org/0000-0003-4539-312X"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Arata Endo","raw_affiliation_strings":["Cybermedia Center, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Cybermedia Center, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063117669","display_name":"Takahiro Hirofuchi","orcid":"https://orcid.org/0000-0002-1253-6625"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takahiro Hirofuchi","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan"],"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082259794","display_name":"Ryousei Takano","orcid":"https://orcid.org/0000-0002-4341-3505"},"institutions":[{"id":"https://openalex.org/I73613424","display_name":"National Institute of Advanced Industrial Science and Technology","ror":"https://ror.org/01703db54","country_code":"JP","type":"government","lineage":["https://openalex.org/I73613424"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryousei Takano","raw_affiliation_strings":["National Institute of Advanced Industrial Science and Technology, Japan, Tsukuba, Japan"],"affiliations":[{"raw_affiliation_string":"National Institute of Advanced Industrial Science and Technology, Japan, Tsukuba, Japan","institution_ids":["https://openalex.org/I73613424"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026009246","display_name":"Kohei Taniguchi","orcid":"https://orcid.org/0009-0009-5409-7649"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kohei Taniguchi","raw_affiliation_strings":["Cybermedia Center, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Cybermedia Center, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010638445","display_name":"Susumu Date","orcid":"https://orcid.org/0000-0001-7159-289X"},"institutions":[{"id":"https://openalex.org/I98285908","display_name":"The University of Osaka","ror":"https://ror.org/035t8zc32","country_code":"JP","type":"education","lineage":["https://openalex.org/I98285908"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Susumu Date","raw_affiliation_strings":["Cybermedia Center, Osaka University, Osaka, Japan"],"affiliations":[{"raw_affiliation_string":"Cybermedia Center, Osaka University, Osaka, Japan","institution_ids":["https://openalex.org/I98285908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5056645094"],"corresponding_institution_ids":["https://openalex.org/I98285908"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2882249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"24","last_page":"29"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9975000023841858,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.995199978351593,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.76841139793396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7402713894844055},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5515074133872986},{"id":"https://openalex.org/keywords/flow-shop-scheduling","display_name":"Flow shop scheduling","score":0.5035223364830017},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.49107837677001953},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.4744326174259186},{"id":"https://openalex.org/keywords/job-scheduler","display_name":"Job scheduler","score":0.4566667377948761},{"id":"https://openalex.org/keywords/fair-share-scheduling","display_name":"Fair-share scheduling","score":0.4152049422264099},{"id":"https://openalex.org/keywords/simulated-annealing","display_name":"Simulated annealing","score":0.41241276264190674},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.333219051361084},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.32363662123680115},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2334861159324646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10417360067367554},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.0939008891582489},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08057612180709839}],"concepts":[{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.76841139793396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7402713894844055},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5515074133872986},{"id":"https://openalex.org/C158336966","wikidata":"https://www.wikidata.org/wiki/Q3074426","display_name":"Flow shop scheduling","level":4,"score":0.5035223364830017},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.49107837677001953},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.4744326174259186},{"id":"https://openalex.org/C111873713","wikidata":"https://www.wikidata.org/wiki/Q1641413","display_name":"Job scheduler","level":3,"score":0.4566667377948761},{"id":"https://openalex.org/C31689143","wikidata":"https://www.wikidata.org/wiki/Q733809","display_name":"Fair-share scheduling","level":3,"score":0.4152049422264099},{"id":"https://openalex.org/C126980161","wikidata":"https://www.wikidata.org/wiki/Q863783","display_name":"Simulated annealing","level":2,"score":0.41241276264190674},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.333219051361084},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.32363662123680115},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2334861159324646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10417360067367554},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.0939008891582489},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08057612180709839},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3631309.3632836","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3631309.3632836","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Workshop on Middleware for the Computing Continuum","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5199999809265137,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W136112222","https://openalex.org/W1521512658","https://openalex.org/W1523741643","https://openalex.org/W2002692271","https://openalex.org/W2017426530","https://openalex.org/W2024060531","https://openalex.org/W2032719427","https://openalex.org/W2040505647","https://openalex.org/W2061438946","https://openalex.org/W2071306171","https://openalex.org/W2088304441","https://openalex.org/W2145079270","https://openalex.org/W2156391157","https://openalex.org/W2157846217","https://openalex.org/W2290883490","https://openalex.org/W2918105150","https://openalex.org/W2941722570","https://openalex.org/W2982206554","https://openalex.org/W2999832078","https://openalex.org/W3040394052","https://openalex.org/W4296208415"],"related_works":["https://openalex.org/W4229070275","https://openalex.org/W1968230807","https://openalex.org/W2155809154","https://openalex.org/W131757205","https://openalex.org/W4244946875","https://openalex.org/W2533899164","https://openalex.org/W2348478892","https://openalex.org/W2949165180","https://openalex.org/W2838819579","https://openalex.org/W2807934311"],"abstract_inverted_index":{"As":[0],"the":[1,9,12,27,49,58,110,145,152,170],"number":[2],"of":[3,43,63,97,113,147,155,172],"edge":[4],"devices":[5,45,102],"rapidly":[6],"multiplies":[7],"into":[8],"millions":[10],"in":[11,20,47],"post-5G":[13],"era,":[14],"there":[15,80],"is":[16,71],"a":[17,173],"simultaneous":[18],"surge":[19],"demand":[21],"for":[22,103,159,177],"job":[23,68,89,104,156,174],"execution":[24,148],"driven":[25],"by":[26,30],"data":[28,51],"generated":[29,52],"these":[31,64,119],"devices.":[32],"Ultra-distributed":[33],"computing":[34],"systems":[35],"have":[36],"emerged":[37],"to":[38,73,87,99,168],"support":[39],"this":[40],"notable":[41],"proliferation":[42],"interconnected":[44],"and":[46,61,140],"addressing":[48],"unprecedented":[50],"over":[53],"low-latency":[54],"networks.":[55],"To":[56],"ensure":[57],"high":[59],"availability":[60],"reliability":[62],"systems,":[65],"an":[66],"efficient":[67],"scheduling":[69,90,106,158,175],"method":[70,176],"required":[72],"schedule":[74],"jobs":[75],"across":[76],"available":[77,86],"resources.":[78],"However,":[79],"are":[81],"currently":[82],"no":[83],"large-scale":[84,95],"benchmarks":[85,96],"evaluate":[88,109],"methods.":[91],"This":[92],"paper":[93],"introduces":[94],"up":[98],"one":[100],"million":[101],"shop":[105,157],"problems.":[107],"We":[108,143],"makespan":[111,154],"reduction":[112],"widely":[114],"used":[115,167],"combinatorial":[116],"optimizations":[117],"on":[118,150],"benchmarks,":[120],"including":[121],"simulated":[122],"annealing,":[123],"ant":[124],"colony,":[125,133],"tree":[126],"Parzen":[127],"search,":[128,135],"particle":[129],"swarm,":[130],"artificial":[131],"bee":[132],"cuckoo":[134],"whale,":[136],"grey":[137],"wolf,":[138],"firefly,":[139],"bat":[141],"optimizations.":[142],"investigate":[144],"impact":[146],"time":[149],"finding":[151],"optimal":[153],"each":[160],"method.":[161],"The":[162],"experimental":[163],"results":[164],"can":[165],"be":[166],"guide":[169],"selection":[171],"particular":[178],"applications.":[179]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
