{"id":"https://openalex.org/W3140456723","doi":"https://doi.org/10.1109/ipdps.2006.1639520","title":"Parallel implementation of evolutionary strategies on heterogeneous clusters with load balancing","display_name":"Parallel implementation of evolutionary strategies on heterogeneous clusters with load balancing","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W3140456723","doi":"https://doi.org/10.1109/ipdps.2006.1639520","mag":"3140456723"},"language":"en","primary_location":{"id":"doi:10.1109/ipdps.2006.1639520","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdps.2006.1639520","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 & 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/A5111409287","display_name":"J. F. Garamendi","orcid":null},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J.F. Garamendi","raw_affiliation_strings":["Escuela Superior de Ciencias Experimentales y Tecnologia, Universidad Rey Juan Carlos de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Escuela Superior de Ciencias Experimentales y Tecnologia, Universidad Rey Juan Carlos de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044515445","display_name":"Jos\u00e9 Luis Bosque","orcid":"https://orcid.org/0000-0002-7718-8449"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J.L. Bosque","raw_affiliation_strings":["Escuela Superior de Ciencias Experimentales y Tecnologia, Universidad Rey Juan Carlos de Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Escuela Superior de Ciencias Experimentales y Tecnologia, Universidad Rey Juan Carlos de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5111409287"],"corresponding_institution_ids":["https://openalex.org/I182083151"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43693677,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"8 pp.","last_page":"8 pp."},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.988099992275238,"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/speedup","display_name":"Speedup","score":0.8795187473297119},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.8710390329360962},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8297257423400879},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7588272094726562},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6829688549041748},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.6517186164855957},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5633143782615662},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.524075448513031},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5183500051498413},{"id":"https://openalex.org/keywords/load-distribution","display_name":"Load distribution","score":0.48786497116088867},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.4560506343841553},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.43924224376678467},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4275706112384796},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07533466815948486},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07080677151679993},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.06592583656311035},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.05836370587348938}],"concepts":[{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.8795187473297119},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.8710390329360962},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8297257423400879},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7588272094726562},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6829688549041748},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.6517186164855957},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5633143782615662},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.524075448513031},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5183500051498413},{"id":"https://openalex.org/C3019591417","wikidata":"https://www.wikidata.org/wiki/Q575614","display_name":"Load distribution","level":2,"score":0.48786497116088867},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.4560506343841553},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.43924224376678467},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4275706112384796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07533466815948486},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07080677151679993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.06592583656311035},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.05836370587348938},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical 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},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ipdps.2006.1639520","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipdps.2006.1639520","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 & Distributed Processing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W82159249","https://openalex.org/W165432403","https://openalex.org/W1484946637","https://openalex.org/W1996458825","https://openalex.org/W2026496963","https://openalex.org/W2058295696","https://openalex.org/W2106080004","https://openalex.org/W2116580717","https://openalex.org/W2126541682","https://openalex.org/W2131186568","https://openalex.org/W2146531337","https://openalex.org/W2147566188","https://openalex.org/W2163109311","https://openalex.org/W2164888665","https://openalex.org/W2499389388","https://openalex.org/W2972789347","https://openalex.org/W6606657849"],"related_works":["https://openalex.org/W2167529050","https://openalex.org/W2359634310","https://openalex.org/W1583194654","https://openalex.org/W2185389245","https://openalex.org/W1964245459","https://openalex.org/W2248871425","https://openalex.org/W3139924957","https://openalex.org/W2162063029","https://openalex.org/W2944222538","https://openalex.org/W2037643428"],"abstract_inverted_index":{"This":[0,51,69],"paper":[1],"presents":[2,96],"a":[3,8,23,44],"load":[4,45,52,125],"balancing":[5,46,53,126],"algorithm":[6,47,54,127],"for":[7,111],"parallel":[9,42],"implementation":[10,43,95],"of":[11,26,40],"an":[12,65,90],"evolutionary":[13],"strategy":[14],"on":[15,64,75],"heterogeneous":[16],"clusters.":[17],"Evolutionary":[18],"strategies":[19],"can":[20],"efficiently":[21],"solve":[22],"diverse":[24],"set":[25],"optimization":[27],"problems.":[28],"Due":[29],"to":[30,36],"cluster":[31,58,77],"heterogeneity":[32,59],"and":[33,60,104,106],"in":[34,85,102],"order":[35],"improve":[37],"the":[38,41,76,121,124],"speedup":[39,108],"has":[48],"been":[49],"implemented.":[50],"takes":[55],"into":[56],"account":[57],"it":[61],"is":[62,72,109],"based":[63,74],"optimal":[66],"initial":[67,70],"distribution.":[68],"distribution":[71],"determined":[73],"nodes'":[78],"computational":[79],"powers":[80],"that":[81],"are":[82],"dynamically":[83],"measured":[84],"each":[86],"slave":[87],"node":[88],"by":[89],"ad":[91],"hoc":[92],"load-benchmark.":[93],"The":[94],"very":[97],"satisfactory":[98],"parallelization":[99],"results,":[100],"both":[101],"performance":[103],"scalability":[105],"super-linear":[107],"reached":[110],"several":[112],"tests":[113],"configurations.":[114],"Experimental":[115],"results":[116],"show":[117],"excellent":[118],"performance,":[119],"increasing":[120],"improvements":[122],"with":[123]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}