{"id":"https://openalex.org/W2968339996","doi":"https://doi.org/10.1109/cec.2019.8790226","title":"Effect of PSO Communication Topologies on Task Matching in Grid Computing","display_name":"Effect of PSO Communication Topologies on Task Matching in Grid Computing","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2968339996","doi":"https://doi.org/10.1109/cec.2019.8790226","mag":"2968339996"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2019.8790226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2019.8790226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Congress on Evolutionary Computation (CEC)","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/A5057979979","display_name":"Eid Albalawi","orcid":"https://orcid.org/0000-0003-4872-4932"},"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":"Eid Albalawi","raw_affiliation_strings":["Department of Computer Science, University Of Manitoba, Winnipeg, Manitoba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University Of Manitoba, Winnipeg, Manitoba","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042767929","display_name":"Fujie Chen","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":false,"raw_author_name":"Fujie Chen","raw_affiliation_strings":["Department of Computer Science, University Of Manitoba, Winnipeg, Manitoba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University Of Manitoba, Winnipeg, Manitoba","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"middle","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 Thulasiram","raw_affiliation_strings":["Department of Computer Science, University Of Manitoba, Winnipeg, Manitoba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University Of Manitoba, Winnipeg, Manitoba","institution_ids":["https://openalex.org/I46247651"]}]},{"author_position":"last","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":["Department of Computer Science, University Of Manitoba, Winnipeg, Manitoba"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University Of Manitoba, Winnipeg, Manitoba","institution_ids":["https://openalex.org/I46247651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I46247651"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10974335,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":null,"first_page":"426","last_page":"433"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9908000230789185,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9732999801635742,"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/network-topology","display_name":"Network topology","score":0.8380031585693359},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6869482398033142},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.616280198097229},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.5642954707145691},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5546980500221252},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.5111663937568665},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.510908305644989},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4540475606918335},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44711771607398987},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.4213760197162628},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3917635679244995},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22230467200279236},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18883049488067627},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09872299432754517},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0901980996131897}],"concepts":[{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.8380031585693359},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6869482398033142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.616280198097229},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.5642954707145691},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5546980500221252},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.5111663937568665},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.510908305644989},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4540475606918335},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44711771607398987},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.4213760197162628},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3917635679244995},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22230467200279236},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18883049488067627},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09872299432754517},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0901980996131897},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cec.2019.8790226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2019.8790226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Congress on Evolutionary Computation (CEC)","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":27,"referenced_works":["https://openalex.org/W1526491974","https://openalex.org/W1613273921","https://openalex.org/W1903036498","https://openalex.org/W1965392777","https://openalex.org/W1975568929","https://openalex.org/W2003085167","https://openalex.org/W2024606465","https://openalex.org/W2025397485","https://openalex.org/W2048610259","https://openalex.org/W2063070522","https://openalex.org/W2109364787","https://openalex.org/W2112090702","https://openalex.org/W2135232426","https://openalex.org/W2152100799","https://openalex.org/W2152195021","https://openalex.org/W2154010459","https://openalex.org/W2157107726","https://openalex.org/W2162012556","https://openalex.org/W2163199665","https://openalex.org/W2329877449","https://openalex.org/W2471272969","https://openalex.org/W2543580944","https://openalex.org/W2901096225","https://openalex.org/W4246565613","https://openalex.org/W4292199333","https://openalex.org/W6677090979","https://openalex.org/W6756741473"],"related_works":["https://openalex.org/W2086397253","https://openalex.org/W2133122801","https://openalex.org/W2136583354","https://openalex.org/W2111238207","https://openalex.org/W600422426","https://openalex.org/W2007156430","https://openalex.org/W3081478936","https://openalex.org/W2760721665","https://openalex.org/W2785612136","https://openalex.org/W2099529706"],"abstract_inverted_index":{"The":[0,44],"ability":[1],"to":[2,29,135],"solve":[3],"large-scale":[4],"problems":[5,201],"efficiently":[6],"is":[7,32,112],"one":[8],"of":[9,13,21,115,120,139,161,187],"the":[10,19,22,26,40,53,69,79,81,89,98,104,118,124,137,144,151,171,174,182,211,216,219,222],"intrinsic":[11],"values":[12],"a":[14,109,113,178],"grid":[15,23],"system.":[16],"To":[17],"maximize":[18],"throughput":[20],"system,":[24],"matching":[25,42,46,71,106,126,146],"submitted":[27],"tasks":[28],"suitable":[30],"resources":[31],"essential.":[33],"This":[34,128],"problem":[35,47,72],"has":[36,48,63,74,85,131],"been":[37,49,64,86],"identified":[38],"as":[39,88,204],"task":[41,45,70,105,125,145],"problem.":[43,107,127,147],"studied":[50],"extensively":[51],"in":[52,158,185],"past.":[54],"Among":[55],"other":[56,94,121,183,207],"nature-inspired":[57],"algorithms,":[58],"Particle":[59],"Swarm":[60],"Optimization":[61],"(PSO)":[62],"used":[65],"more":[66],"commonly":[67],"for":[68,103,123],"and":[73,202,221],"shown":[75],"promising":[76],"results.":[77],"Throughout":[78],"literature,":[80],"global":[82],"PSO":[83,141],"(gbest)":[84],"chosen":[87],"standard":[90],"topology,":[91],"while":[92],"few":[93],"works":[95],"have":[96],"considered":[97],"local":[99],"best":[100,156],"(ring)":[101],"topology":[102,154,176,196],"As":[108],"result,":[110],"there":[111],"lack":[114],"research":[116,134],"investigating":[117],"effectiveness":[119],"topologies":[122,142,184],"knowledge":[129],"gap":[130],"motivated":[132],"our":[133],"elucidate":[136],"impact":[138],"different":[140],"on":[143,199,206],"We":[148],"observed":[149],"that":[150,173],"fully":[152],"connected":[153],"performed":[155],"(makespan)":[157],"many":[159],"sets":[160],"experiments,":[162],"but":[163],"only":[164],"slightly.":[165],"Additionally,":[166],"it":[167],"was":[168],"evident":[169],"from":[170],"results":[172],"pyramid":[175],"achieved":[177],"slight":[179],"edge":[180],"over":[181],"terms":[186],"makespan":[188],"when":[189],"all":[190],"experiments":[191],"were":[192],"considered.":[193],"However,":[194],"each":[195],"worked":[197],"better":[198],"some":[200],"not":[203],"well":[205],"problems.":[208],"In":[209],"addition,":[210],"population":[212],"size":[213],"significantly":[214],"impacts":[215],"balance":[217],"between":[218],"exploration":[220],"exploitation":[223],"search":[224],"process.":[225]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}