{"id":"https://openalex.org/W4385580730","doi":"https://doi.org/10.1145/3611642","title":"Fast Parallel Algorithms for Enumeration of Simple, Temporal, and Hop-constrained Cycles","display_name":"Fast Parallel Algorithms for Enumeration of Simple, Temporal, and Hop-constrained Cycles","publication_year":2023,"publication_date":"2023-08-04","ids":{"openalex":"https://openalex.org/W4385580730","doi":"https://doi.org/10.1145/3611642"},"language":"en","primary_location":{"id":"doi:10.1145/3611642","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3611642","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3611642","source":{"id":"https://openalex.org/S2483380313","display_name":"ACM Transactions on Parallel Computing","issn_l":"2329-4949","issn":["2329-4949","2329-4957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Parallel Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3611642","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024468524","display_name":"Jovan Blanu\u0161a","orcid":"https://orcid.org/0000-0003-4915-6551"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jovan Blanu\u0161a","raw_affiliation_strings":["IBM Research Europe-Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-4915-6551","affiliations":[{"raw_affiliation_string":"IBM Research Europe-Zurich, Switzerland","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027902223","display_name":"Kubilay Atasu","orcid":"https://orcid.org/0000-0002-4315-6780"},"institutions":[{"id":"https://openalex.org/I4210126328","display_name":"IBM Research - Zurich","ror":"https://ror.org/02js37d36","country_code":"CH","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210114115","https://openalex.org/I4210126328"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Kubilay Atasu","raw_affiliation_strings":["IBM Research Europe-Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-4315-6780","affiliations":[{"raw_affiliation_string":"IBM Research Europe-Zurich, Switzerland","institution_ids":["https://openalex.org/I4210126328"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020575991","display_name":"Paolo Ienne","orcid":"https://orcid.org/0000-0002-6142-7345"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Paolo Ienne","raw_affiliation_strings":["Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-6142-7345","affiliations":[{"raw_affiliation_string":"Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9573,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.77311332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"10","issue":"3","first_page":"1","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9966999888420105,"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"}},"topics":[{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9966999888420105,"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/T11106","display_name":"Data Management and Algorithms","score":0.9758999943733215,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10374","display_name":"Advanced Graph Theory Research","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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":0.8099265098571777},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7958042621612549},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.7253823280334473},{"id":"https://openalex.org/keywords/enumeration","display_name":"Enumeration","score":0.6992543935775757},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.6821873784065247},{"id":"https://openalex.org/keywords/parallel-algorithm","display_name":"Parallel algorithm","score":0.5253310203552246},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5209968686103821},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.45751091837882996},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14299383759498596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8099265098571777},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7958042621612549},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.7253823280334473},{"id":"https://openalex.org/C156340839","wikidata":"https://www.wikidata.org/wiki/Q2704791","display_name":"Enumeration","level":2,"score":0.6992543935775757},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.6821873784065247},{"id":"https://openalex.org/C120373497","wikidata":"https://www.wikidata.org/wiki/Q1087987","display_name":"Parallel algorithm","level":2,"score":0.5253310203552246},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5209968686103821},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.45751091837882996},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14299383759498596},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3611642","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3611642","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3611642","source":{"id":"https://openalex.org/S2483380313","display_name":"ACM Transactions on Parallel Computing","issn_l":"2329-4949","issn":["2329-4949","2329-4957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Parallel Computing","raw_type":"journal-article"},{"id":"pmh:oai:infoscience.epfl.ch:307859","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/203837","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WoS","raw_type":"research article"}],"best_oa_location":{"id":"doi:10.1145/3611642","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3611642","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3611642","source":{"id":"https://openalex.org/S2483380313","display_name":"ACM Transactions on Parallel Computing","issn_l":"2329-4949","issn":["2329-4949","2329-4957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Parallel Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5525294865","display_name":"Hardware-Accelerated Recursive Programs","funder_award_id":"172610","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4385580730.pdf","grobid_xml":"https://content.openalex.org/works/W4385580730.grobid-xml"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W24440951","https://openalex.org/W131619556","https://openalex.org/W631140850","https://openalex.org/W653088692","https://openalex.org/W1516019649","https://openalex.org/W1532296632","https://openalex.org/W1932436296","https://openalex.org/W1945186739","https://openalex.org/W1993608366","https://openalex.org/W1996106086","https://openalex.org/W2016559894","https://openalex.org/W2016647770","https://openalex.org/W2032401773","https://openalex.org/W2038605146","https://openalex.org/W2042086777","https://openalex.org/W2043881783","https://openalex.org/W2044920303","https://openalex.org/W2045271686","https://openalex.org/W2045299099","https://openalex.org/W2053076698","https://openalex.org/W2053957335","https://openalex.org/W2062771600","https://openalex.org/W2080098453","https://openalex.org/W2083342911","https://openalex.org/W2085103591","https://openalex.org/W2085449715","https://openalex.org/W2085806398","https://openalex.org/W2120490947","https://openalex.org/W2130566259","https://openalex.org/W2150932480","https://openalex.org/W2152651316","https://openalex.org/W2153126872","https://openalex.org/W2170616854","https://openalex.org/W2270949707","https://openalex.org/W2281218127","https://openalex.org/W2411258648","https://openalex.org/W2475636809","https://openalex.org/W2495638761","https://openalex.org/W2526931032","https://openalex.org/W2544731443","https://openalex.org/W2562676961","https://openalex.org/W2755088640","https://openalex.org/W2761683778","https://openalex.org/W2767970464","https://openalex.org/W2784007581","https://openalex.org/W2885630443","https://openalex.org/W2889320527","https://openalex.org/W2890101900","https://openalex.org/W2963926123","https://openalex.org/W2980711752","https://openalex.org/W2997619488","https://openalex.org/W2998789694","https://openalex.org/W3011254058","https://openalex.org/W3066741709","https://openalex.org/W3080134346","https://openalex.org/W3084947387","https://openalex.org/W3088940894","https://openalex.org/W3098402231","https://openalex.org/W3099369398","https://openalex.org/W3103967557","https://openalex.org/W4207044312","https://openalex.org/W4210347790","https://openalex.org/W4226358974","https://openalex.org/W4229634034","https://openalex.org/W4232809066","https://openalex.org/W4242393948","https://openalex.org/W4242589337","https://openalex.org/W4254620533","https://openalex.org/W4254834394","https://openalex.org/W6922412644"],"related_works":["https://openalex.org/W2317245370","https://openalex.org/W3138386522","https://openalex.org/W2499279132","https://openalex.org/W4249323025","https://openalex.org/W198851386","https://openalex.org/W2030310580","https://openalex.org/W947442053","https://openalex.org/W1980160788","https://openalex.org/W2148915962","https://openalex.org/W2283866686"],"abstract_inverted_index":{"Cycles":[0],"are":[1,43,96,128],"one":[2,193],"of":[3,23,52,116,141,170,195,205],"the":[4,67,74,99,139,179,183,200,206,216,219],"fundamental":[5],"subgraph":[6],"patterns":[7],"and":[8,29,60,72,78,81,146,218],"being":[9,104],"able":[10],"to":[11,33,137,162,199],"enumerate":[12],"them":[13],"in":[14,19,37,83],"graphs":[15],"enables":[16],"important":[17],"applications":[18],"a":[20,84,152,167],"wide":[21],"variety":[22],"fields,":[24],"including":[25],"finance,":[26],"biology,":[27],"chemistry,":[28],"network":[30],"science.":[31],"However,":[32],"enable":[34,138],"cycle":[35,69,119,210],"enumeration":[36,70,120,140],"real-world":[38],"applications,":[39],"efficient":[40],"parallel":[41,94,101,114,173,188,203,221],"algorithms":[42,55,75,95,121,174,189,208,222],"required.":[44],"In":[45,107],"this":[46],"work,":[47],"we":[48,64,109,132,225],"propose":[49],"scalable":[50],"parallelisation":[51],"state-of-the-art":[53,207],"sequential":[54],"for":[56,209],"enumerating":[57,176],"simple,":[58],"temporal,":[59,145],"hop-constrained":[61],"cycles.":[62],"First,":[63],"focus":[65],"on":[66,151,191],"simple":[68,118],"problem":[71],"parallelise":[73],"by":[76,79],"Johnson":[77],"Read":[80],"Tarjan":[82],"fine-grained":[85,93,100,135,172,187,217],"manner.":[86],"We":[87],"theoretically":[88],"show":[89,110],"that":[90,111,122,158],"our":[91,134,171,186],"resulting":[92],"scalable,":[97],"with":[98,154],"Read-Tarjan":[102],"algorithm":[103],"strongly":[105],"scalable.":[106,130],"contrast,":[108],"straightforward":[112],"coarse-grained":[113,202,220],"versions":[115,204],"these":[117],"exploit":[123],"edge-":[124],"or":[125],"vertex-level":[126],"parallelism":[127],"not":[129],"Next,":[131],"adapt":[133],"approach":[136],"cycles":[142,177],"under":[143,178],"time-window,":[144],"hop":[147],"constraints.":[148,181],"Our":[149],"evaluation":[150],"cluster":[153],"256":[155],"CPU":[156,228],"cores":[157],"can":[159],"execute":[160],"up":[161],"1,024":[163],"simultaneous":[164],"threads":[165],"demonstrates":[166],"near-linear":[168],"scalability":[169],"when":[175],"aforementioned":[180],"On":[182],"same":[184],"cluster,":[185],"achieve,":[190],"average,":[192],"order":[194],"magnitude":[196],"speedup":[197],"compared":[198],"respective":[201],"enumeration.":[211],"The":[212],"performance":[213],"gap":[214],"between":[215],"increases":[223],"as":[224],"use":[226],"more":[227],"cores.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
