{"id":"https://openalex.org/W2133459435","doi":"https://doi.org/10.5120/4912-7449","title":"Improved Task Scheduling on Parallel System using Genetic Algorithm","display_name":"Improved Task Scheduling on Parallel System using Genetic Algorithm","publication_year":2012,"publication_date":"2012-02-29","ids":{"openalex":"https://openalex.org/W2133459435","doi":"https://doi.org/10.5120/4912-7449","mag":"2133459435"},"language":"en","primary_location":{"id":"doi:10.5120/4912-7449","doi":"https://doi.org/10.5120/4912-7449","is_oa":true,"landing_page_url":"https://doi.org/10.5120/4912-7449","pdf_url":"https://doi.org/10.5120/4912-7449","source":{"id":"https://openalex.org/S4210206007","display_name":"International Journal of Computer Applications","issn_l":"0975-8887","issn":["0975-8887"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core"],"host_organization":"https://openalex.org/P4322545532","host_organization_name":"Foundation of Computer Science","host_organization_lineage":["https://openalex.org/P4322545532"],"host_organization_lineage_names":["Foundation of Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.5120/4912-7449","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jasbir Singh","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jasbir Singh","raw_affiliation_strings":["Department of Computer Science and IT, Guru Gobind Singh Khalsa College, Sarhali (Tarn Taran), Punjab-India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and IT, Guru Gobind Singh Khalsa College, Sarhali (Tarn Taran), Punjab-India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063872859","display_name":"Gurvinder Singh","orcid":"https://orcid.org/0000-0003-3323-1086","observed_orcids":["https://orcid.org/0000-0003-3323-1086"]},"institutions":[{"id":"https://openalex.org/I165682329","display_name":"Guru Nanak Dev University","ror":"https://ror.org/05ghzpa93","country_code":"IN","type":"education","lineage":["https://openalex.org/I165682329"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Gurvinder Singh","raw_affiliation_strings":["Department of Computer Science and Engineering, Guru Nanak Dev University (Amritsar), Punjab, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Guru Nanak Dev University (Amritsar), Punjab, India","institution_ids":["https://openalex.org/I165682329"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.93,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.90547731,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"39","issue":"17","first_page":"17","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.7925000190734863,"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":0.7925000190734863,"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":0.11339999735355377,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.05620000138878822,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/task-scheduling","display_name":"task scheduling","score":0.9470000267028809},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.8989999890327454},{"id":"https://openalex.org/keywords/task-mapping","display_name":"task mapping","score":0.671999990940094},{"id":"https://openalex.org/keywords/heterogeneous-parallel-systems","display_name":"heterogeneous parallel systems","score":0.6060000061988831},{"id":"https://openalex.org/keywords/total-completion-time-minimization","display_name":"total completion time minimization","score":0.7289999723434448},{"id":"https://openalex.org/keywords/np-complete-scheduling","display_name":"NP-complete scheduling","score":0.6050000190734863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9197344779968262},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.569952666759491},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5394495129585266},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.49229374527931213},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.40709447860717773},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.15635129809379578},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.1533852517604828},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.05538061261177063},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5120/4912-7449","doi":"https://doi.org/10.5120/4912-7449","is_oa":true,"landing_page_url":"https://doi.org/10.5120/4912-7449","pdf_url":"https://doi.org/10.5120/4912-7449","source":{"id":"https://openalex.org/S4210206007","display_name":"International Journal of Computer Applications","issn_l":"0975-8887","issn":["0975-8887"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core"],"host_organization":"https://openalex.org/P4322545532","host_organization_name":"Foundation of Computer Science","host_organization_lineage":["https://openalex.org/P4322545532"],"host_organization_lineage_names":["Foundation of Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Applications","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.735.7574","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.735.7574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://research.ijcaonline.org/volume39/number17/pxc3877449.pdf","raw_type":"text"}],"best_oa_location":{"id":"doi:10.5120/4912-7449","doi":"https://doi.org/10.5120/4912-7449","is_oa":true,"landing_page_url":"https://doi.org/10.5120/4912-7449","pdf_url":"https://doi.org/10.5120/4912-7449","source":{"id":"https://openalex.org/S4210206007","display_name":"International Journal of Computer Applications","issn_l":"0975-8887","issn":["0975-8887"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core"],"host_organization":"https://openalex.org/P4322545532","host_organization_name":"Foundation of Computer Science","host_organization_lineage":["https://openalex.org/P4322545532"],"host_organization_lineage_names":["Foundation of Computer Science"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2133459435.pdf","grobid_xml":"https://content.openalex.org/works/W2133459435.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W37653280","https://openalex.org/W115793361","https://openalex.org/W145413376","https://openalex.org/W239283595","https://openalex.org/W1520460310","https://openalex.org/W1570755126","https://openalex.org/W1581445978","https://openalex.org/W1584296156","https://openalex.org/W1586616317","https://openalex.org/W1639032689","https://openalex.org/W1803471726","https://openalex.org/W1813030236","https://openalex.org/W1866871650","https://openalex.org/W1947348277","https://openalex.org/W1992326621","https://openalex.org/W2040466547","https://openalex.org/W2064437400","https://openalex.org/W2095350299","https://openalex.org/W2096352070","https://openalex.org/W2097571405","https://openalex.org/W2110022734","https://openalex.org/W2123598977","https://openalex.org/W2123622158","https://openalex.org/W2131363892","https://openalex.org/W2338393900","https://openalex.org/W3022841918","https://openalex.org/W3023540311","https://openalex.org/W3143746360","https://openalex.org/W4322738676","https://openalex.org/W4385945321"],"related_works":["https://openalex.org/W7095740199","https://openalex.org/W2737164138","https://openalex.org/W2171756312","https://openalex.org/W3081320862","https://openalex.org/W7096184864","https://openalex.org/W2100838863","https://openalex.org/W2103822899","https://openalex.org/W2150532704","https://openalex.org/W2054918572","https://openalex.org/W7216934774"],"abstract_inverted_index":{"Parallel":[0],"Processing":[1],"refers":[2],"to":[3,45,133,149,165],"the":[4,8,15,32,36,79,97,106,113,116,119,123,135,172,187,192,216],"concept":[5],"of":[6,10,35,60,72,82,85,105,115,122,171,177,186,195,200],"speeding-up":[7],"execution":[9,94,104,178],"a":[11,57,70,83,145],"task":[12,16,37,173],"by":[13],"dividing":[14],"into":[17,69],"multiple":[18],"fragments":[19],"that":[20,55,96],"can":[21,49,66],"execute":[22],"simultaneously,":[23],"each":[24],"on":[25,38,108,153],"its":[26,209],"own":[27],"processor":[28],"i.e.":[29],"it":[30],"is":[31,101,138,206,211],"simultaneous":[33,193],"processing":[34],"two":[39],"or":[40],"more":[41],"processors":[42],"in":[43,161,213],"order":[44],"obtain":[46],"faster":[47],"results.It":[48],"be":[50,67],"effectively":[51],"used":[52],"for":[53,167,182,191],"tasks":[54,86,152],"involve":[56],"large":[58],"number":[59,71],"calculations,":[61],"have":[62,130],"time":[63,100],"constraints":[64],"and":[65,91,118,127,174,179,208,230],"divided":[68],"smaller":[73],"tasks.The":[74],"scheduling":[75,136,158,201,235],"problem":[76,159],"deals":[77],"with":[78,215],"optimal":[80,169,184],"assignment":[81],"set":[84],"onto":[87],"parallel":[88,109,151,155,188],"multiprocessor":[89,110,156],"system":[90,111],"orders":[92],"their":[93,175],"so":[95],"total":[98],"completion":[99],"minimized.The":[102],"efficient":[103],"schedule":[107,150],"takes":[112],"structure":[114],"application":[117],"performance":[120,210],"characteristics":[121],"proposed":[124,132],"algorithm.Many":[125],"heuristics":[126],"approximation":[128],"algorithms":[129],"been":[131],"fulfill":[134],"task.It":[137],"well":[139],"known":[140],"NP-complete":[141],"problem.This":[142],"study":[143,163],"proposes":[144],"genetic":[146,204],"based":[147],"approach":[148,190],"heterogeneous":[154],"system.The":[157],"considered":[160],"this":[162],"includesnext":[164],"search":[166,181],"an":[168,183],"mapping":[170],"sequence":[176],"also":[180],"configuration":[185],"system.An":[189],"optimization":[194],"all":[196],"these":[197],"three":[198],"components":[199],"method":[202],"using":[203],"algorithm":[205],"presented":[207],"evaluated":[212],"comparison":[214],"First":[217,219,224,233],"Come":[218],"Serve":[220],"(FCFS),":[221],"Shortest":[222],"Job":[223,232],"(SJF),":[225],"Round":[226],"Robin":[227],"(RR),":[228],"Priority":[229],"Largest":[231],"(LJF)":[234],"methods.":[236]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2016-06-24T00:00:00"}