{"id":"https://openalex.org/W2006216014","doi":"https://doi.org/10.1109/sis.2013.6615176","title":"A load-rebalance PSO heuristic for task matching in heterogeneous computing systems","display_name":"A load-rebalance PSO heuristic for task matching in heterogeneous computing systems","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W2006216014","doi":"https://doi.org/10.1109/sis.2013.6615176","mag":"2006216014"},"language":"en","primary_location":{"id":"doi:10.1109/sis.2013.6615176","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2013.6615176","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Swarm Intelligence (SIS)","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/A5023283427","display_name":"Manitpal S. Sidhu","orcid":null},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Manitpal S. Sidhu","raw_affiliation_strings":["University of Manitoba","University of MANITOBA (Canada)"],"affiliations":[{"raw_affiliation_string":"University of Manitoba","institution_ids":["https://openalex.org/I46247651"]},{"raw_affiliation_string":"University of MANITOBA (Canada)","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028631410","display_name":"Parimala Thulasiraman","orcid":"https://orcid.org/0000-0002-6445-3629"},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Parimala Thulasiraman","raw_affiliation_strings":["University of Manitoba","University of MANITOBA (Canada)"],"affiliations":[{"raw_affiliation_string":"University of Manitoba","institution_ids":["https://openalex.org/I46247651"]},{"raw_affiliation_string":"University of MANITOBA (Canada)","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013006175","display_name":"Ruppa K. Thulasiram","orcid":"https://orcid.org/0000-0002-6519-3929"},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ruppa K. Thulasiram","raw_affiliation_strings":["University of Manitoba","University of MANITOBA (Canada)"],"affiliations":[{"raw_affiliation_string":"University of Manitoba","institution_ids":["https://openalex.org/I46247651"]},{"raw_affiliation_string":"University of MANITOBA (Canada)","institution_ids":["https://openalex.org/I46247651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023283427"],"corresponding_institution_ids":["https://openalex.org/I46247651"],"apc_list":null,"apc_paid":null,"fwci":2.1747,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.88408268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"180","last_page":"187"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994000196456909,"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/T12288","display_name":"Optimization and Search Problems","score":0.9977999925613403,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8021862506866455},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7565427422523499},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.694417417049408},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6799620389938354},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6315685510635376},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.6235476732254028},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.543373703956604},{"id":"https://openalex.org/keywords/multi-swarm-optimization","display_name":"Multi-swarm optimization","score":0.5142269134521484},{"id":"https://openalex.org/keywords/grid-computing","display_name":"Grid computing","score":0.49741366505622864},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.493299663066864},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4478771984577179},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.44074827432632446},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.4208994507789612},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2637895941734314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17927417159080505},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13172197341918945},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05888468027114868}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8021862506866455},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7565427422523499},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.694417417049408},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6799620389938354},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6315685510635376},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.6235476732254028},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.543373703956604},{"id":"https://openalex.org/C122357587","wikidata":"https://www.wikidata.org/wiki/Q6934508","display_name":"Multi-swarm optimization","level":3,"score":0.5142269134521484},{"id":"https://openalex.org/C70429105","wikidata":"https://www.wikidata.org/wiki/Q249999","display_name":"Grid computing","level":3,"score":0.49741366505622864},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.493299663066864},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4478771984577179},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.44074827432632446},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.4208994507789612},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2637895941734314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17927417159080505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13172197341918945},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05888468027114868},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sis.2013.6615176","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sis.2013.6615176","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE Symposium on Swarm Intelligence (SIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W74341492","https://openalex.org/W1903036498","https://openalex.org/W1969603413","https://openalex.org/W1970320473","https://openalex.org/W1983504892","https://openalex.org/W2003085167","https://openalex.org/W2009208792","https://openalex.org/W2037505269","https://openalex.org/W2048610259","https://openalex.org/W2057392949","https://openalex.org/W2061813939","https://openalex.org/W2063070522","https://openalex.org/W2066484523","https://openalex.org/W2066951611","https://openalex.org/W2073308632","https://openalex.org/W2082231371","https://openalex.org/W2113578974","https://openalex.org/W2124903056","https://openalex.org/W2137849067","https://openalex.org/W2146358355","https://openalex.org/W2150604997","https://openalex.org/W2152195021","https://openalex.org/W2160039952","https://openalex.org/W4285719527","https://openalex.org/W6603017121","https://openalex.org/W6646221720","https://openalex.org/W6677022406","https://openalex.org/W6682035544"],"related_works":["https://openalex.org/W4308079021","https://openalex.org/W2006324351","https://openalex.org/W2965421953","https://openalex.org/W1527337688","https://openalex.org/W2349895019","https://openalex.org/W2399799070","https://openalex.org/W2048054807","https://openalex.org/W2746377055","https://openalex.org/W4386001959","https://openalex.org/W2594296178"],"abstract_inverted_index":{"The":[0],"idea":[1],"of":[2,66,76],"utilizing":[3],"nature":[4],"inspired":[5],"algorithms":[6],"to":[7,11,51,79],"find":[8,52],"optimal":[9,53],"solutions":[10],"various":[12],"real":[13],"world":[14],"NP":[15],"complete":[16],"optimization":[17,115],"problems":[18],"has":[19],"been":[20],"extensively":[21],"explored":[22,43],"by":[23,96],"researchers.":[24],"One":[25],"such":[26],"problem":[27,31,83],"is":[28],"task":[29,56,81,93],"matching":[30,57,82,94],"in":[32,72,84,101,127],"heterogeneous":[33,86,128],"distributed":[34],"computing":[35,87,129],"environments":[36],"like":[37],"Grid":[38],"and":[39],"Cloud.":[40],"Researchers":[41],"have":[42],"Swarm":[44,48],"Intelligence":[45],"algorithm,":[46],"Particle":[47],"Optimization":[49],"(PSO),":[50],"solution":[54],"for":[55,118],"problem.":[58],"In":[59],"this":[60,97],"study,":[61],"we":[62,106],"investigate":[63],"the":[64,80,92],"effectiveness":[65],"smallest":[67],"position":[68],"value":[69],"(SPV)":[70],"technique":[71,98],"mapping":[73],"continuous":[74],"version":[75],"PSO":[77],"algorithm":[78],"a":[85,108],"environment.":[88],"We":[89],"show":[90],"that":[91],"generated":[95],"will":[99],"result":[100],"in-efficient":[102],"resource":[103],"utilization.":[104],"Thus,":[105],"present":[107],"novel":[109],"load":[110,120],"rebalance":[111],"based":[112],"particle":[113],"swarm":[114],"heuristic":[116],"(PSO-LR)":[117],"efficient":[119],"distribution":[121],"among":[122],"available":[123],"compute":[124],"nodes":[125],"even":[126],"environments.":[130]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}