{"id":"https://openalex.org/W2524532577","doi":"https://doi.org/10.1109/ipdps.2006.1639387","title":"Scheduling multiple DAGs onto heterogeneous systems","display_name":"Scheduling multiple DAGs onto heterogeneous systems","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2524532577","doi":"https://doi.org/10.1109/ipdps.2006.1639387","mag":"2524532577"},"language":"en","primary_location":{"id":"doi:10.1109/ipdps.2006.1639387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdps.2006.1639387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 20th IEEE International Parallel &amp; Distributed Processing Symposium","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/A5101334100","display_name":"Henan Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Henan Zhao","raw_affiliation_strings":["School of Computer Science, University of Manchester, Institute of Science and Technology, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Manchester, Institute of Science and Technology, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079821707","display_name":"Rizos Sakellariou","orcid":"https://orcid.org/0000-0002-6104-6649"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"R. Sakellariou","raw_affiliation_strings":["School of Computer Science, University of Manchester, Institute of Science and Technology, Manchester, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Manchester, Institute of Science and Technology, Manchester, UK","institution_ids":["https://openalex.org/I28407311"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101334100"],"corresponding_institution_ids":["https://openalex.org/I28407311"],"apc_list":null,"apc_paid":null,"fwci":4.2249,"has_fulltext":false,"cited_by_count":113,"citation_normalized_percentile":{"value":0.94859691,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"14 pp.","last_page":"14 pp."},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9995999932289124,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9995999932289124,"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/T10551","display_name":"Scheduling and Optimization Algorithms","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9861999750137329,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7588809728622437},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.7034157514572144},{"id":"https://openalex.org/keywords/directed-acyclic-graph","display_name":"Directed acyclic graph","score":0.6626437902450562},{"id":"https://openalex.org/keywords/job-shop-scheduling","display_name":"Job shop scheduling","score":0.6025047302246094},{"id":"https://openalex.org/keywords/processor-scheduling","display_name":"Processor scheduling","score":0.5649968385696411},{"id":"https://openalex.org/keywords/schedule","display_name":"Schedule","score":0.5091342329978943},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.503865659236908},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34479454159736633},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13602808117866516},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09235981106758118}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7588809728622437},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.7034157514572144},{"id":"https://openalex.org/C74197172","wikidata":"https://www.wikidata.org/wiki/Q1195339","display_name":"Directed acyclic graph","level":2,"score":0.6626437902450562},{"id":"https://openalex.org/C55416958","wikidata":"https://www.wikidata.org/wiki/Q6206757","display_name":"Job shop scheduling","level":3,"score":0.6025047302246094},{"id":"https://openalex.org/C2984822820","wikidata":"https://www.wikidata.org/wiki/Q1123036","display_name":"Processor scheduling","level":3,"score":0.5649968385696411},{"id":"https://openalex.org/C68387754","wikidata":"https://www.wikidata.org/wiki/Q7271585","display_name":"Schedule","level":2,"score":0.5091342329978943},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.503865659236908},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34479454159736633},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13602808117866516},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09235981106758118},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ipdps.2006.1639387","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdps.2006.1639387","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 20th IEEE International Parallel &amp; Distributed Processing Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/80b5bd56-4c79-4e02-a404-0b3e9ce13422","is_oa":false,"landing_page_url":"https://research.manchester.ac.uk/en/publications/80b5bd56-4c79-4e02-a404-0b3e9ce13422","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhao, H & Sakellariou, R 2006, Scheduling multiple DAGs onto heterogeneous systems. in 20th International Parallel and Distributed Processing Symposium, IPDPS 2006|20th Int. Parallel Distrib. Process. Symp. IPDPS 2006. vol. 2006. https://doi.org/10.1109/IPDPS.2006.1639387","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.atira.dk:publications/80b5bd56-4c79-4e02-a404-0b3e9ce13422","is_oa":false,"landing_page_url":"https://www.research.manchester.ac.uk/portal/en/publications/scheduling-multiple-dags-onto-heterogeneous-systems(80b5bd56-4c79-4e02-a404-0b3e9ce13422).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Zhao, H & Sakellariou, R 2006, Scheduling multiple DAGs onto heterogeneous systems. in 20th International Parallel and Distributed Processing Symposium, IPDPS 2006|20th Int. Parallel Distrib. Process. Symp. IPDPS 2006. vol. 2006. https://doi.org/10.1109/IPDPS.2006.1639387","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1508297467","https://openalex.org/W1513326124","https://openalex.org/W1693765438","https://openalex.org/W1987275546","https://openalex.org/W2004245696","https://openalex.org/W2010868970","https://openalex.org/W2023753260","https://openalex.org/W2025397485","https://openalex.org/W2056702805","https://openalex.org/W2100550451","https://openalex.org/W2101051966","https://openalex.org/W2113209795","https://openalex.org/W2136294350","https://openalex.org/W2149294210","https://openalex.org/W2150055106","https://openalex.org/W2151173737","https://openalex.org/W2162528252","https://openalex.org/W2170981054","https://openalex.org/W4252894675","https://openalex.org/W6630438185","https://openalex.org/W6682280461"],"related_works":["https://openalex.org/W3204654320","https://openalex.org/W2119707973","https://openalex.org/W4247346144","https://openalex.org/W2128410848","https://openalex.org/W2118368532","https://openalex.org/W2168594097","https://openalex.org/W2102390841","https://openalex.org/W3047653192","https://openalex.org/W2096289371","https://openalex.org/W2126232624"],"abstract_inverted_index":{"The":[0,38],"problem":[1,21],"of":[2,22,35,57,68],"scheduling":[3,23],"a":[4,33,66],"single":[5],"DAG":[6,27,62],"onto":[7,32],"heterogeneous":[8,36],"systems":[9],"has":[10],"been":[11],"studied":[12],"extensively.":[13],"In":[14],"this":[15],"paper,":[16],"we":[17],"focus":[18],"on":[19,54],"the":[20,29,45,55,58],"more":[24],"than":[25],"one":[26],"at":[28],"same":[30],"time":[31],"set":[34],"resources.":[37],"aim":[39],"is":[40],"not":[41],"only":[42],"to":[43,50,79,95],"optimize":[44],"overall":[46],"makespan,":[47],"but":[48],"also":[49],"achieve":[51],"fairness,":[52],"defined":[53],"basis":[56],"slowdown":[59],"that":[60,91],"each":[61],"would":[63],"experience":[64],"as":[65],"result":[67],"competing":[69],"for":[70],"resources":[71],"with":[72,87],"other":[73],"DAGs.":[74,98],"Two":[75],"policies":[76,90],"particularly":[77],"focussing":[78],"deliver":[80],"fairness":[81],"are":[82],"presented":[83],"and":[84],"evaluated":[85],"along":[86],"another":[88],"four":[89],"can":[92],"be":[93],"used":[94],"schedule":[96],"multiple":[97]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":10},{"year":2014,"cited_by_count":13},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
