{"id":"https://openalex.org/W2118292443","doi":"https://doi.org/10.1109/fuzzy.2009.5277322","title":"A novel adaptive fuzzy load balancer for heterogeneous LAM/MPI clusters applied to evolutionary learning in neuro-fuzzy systems","display_name":"A novel adaptive fuzzy load balancer for heterogeneous LAM/MPI clusters applied to evolutionary learning in neuro-fuzzy systems","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2118292443","doi":"https://doi.org/10.1109/fuzzy.2009.5277322","mag":"2118292443"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2009.5277322","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","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/A5031926810","display_name":"Achint Setia","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Achint Setia","raw_affiliation_strings":["Dayalbagh Educational Institute, Agra, Uttar Pradesh, IN","Student of IV Yr. B.Sc. (Engg.) Electrical Engg., Faculty of Engineering"],"affiliations":[{"raw_affiliation_string":"Dayalbagh Educational Institute, Agra, Uttar Pradesh, IN","institution_ids":[]},{"raw_affiliation_string":"Student of IV Yr. B.Sc. (Engg.) Electrical Engg., Faculty of Engineering","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052926071","display_name":"Vipin Swarup","orcid":"https://orcid.org/0000-0002-7892-4743"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V. Mehar Swarup","raw_affiliation_strings":["Dayalbagh Educational Institute, Agra, Uttar Pradesh, IN","Student of IV Yr. B.Sc. (Engg.) Electrical Engg., Faculty of Engineering"],"affiliations":[{"raw_affiliation_string":"Dayalbagh Educational Institute, Agra, Uttar Pradesh, IN","institution_ids":[]},{"raw_affiliation_string":"Student of IV Yr. B.Sc. (Engg.) Electrical Engg., Faculty of Engineering","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100727659","display_name":"Satish Kumar","orcid":"https://orcid.org/0000-0003-3758-6853"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Satish Kumar","raw_affiliation_strings":["Dayalbagh Educational Institute, Agra, Uttar Pradesh, IN","Department of Physics and Computer Science"],"affiliations":[{"raw_affiliation_string":"Dayalbagh Educational Institute, Agra, Uttar Pradesh, IN","institution_ids":[]},{"raw_affiliation_string":"Department of Physics and Computer Science","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108535384","display_name":"Lotika Singh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lotika Singh","raw_affiliation_strings":["Dayalbagh Educational Institute, Agra, Uttar Pradesh, IN","Junior Technical Assistant in the Department of Physics and Computer Science"],"affiliations":[{"raw_affiliation_string":"Dayalbagh Educational Institute, Agra, Uttar Pradesh, IN","institution_ids":[]},{"raw_affiliation_string":"Junior Technical Assistant in the Department of Physics and Computer Science","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5031926810"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3428,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63872613,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"30","issue":null,"first_page":"68","last_page":"73"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9911999702453613,"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":0.9911999702453613,"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/T10320","display_name":"Neural Networks and Applications","score":0.9796000123023987,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9787999987602234,"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/computer-science","display_name":"Computer science","score":0.821304440498352},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6615558862686157},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6480464339256287},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.5820581912994385},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.49539363384246826},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.4655298590660095},{"id":"https://openalex.org/keywords/medoid","display_name":"Medoid","score":0.4567566514015198},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4110109210014343},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3859286904335022},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26530396938323975},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07842850685119629}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.821304440498352},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6615558862686157},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6480464339256287},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.5820581912994385},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.49539363384246826},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.4655298590660095},{"id":"https://openalex.org/C63085389","wikidata":"https://www.wikidata.org/wiki/Q4287912","display_name":"Medoid","level":3,"score":0.4567566514015198},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4110109210014343},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3859286904335022},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26530396938323975},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07842850685119629},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"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/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/fuzzy.2009.5277322","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277322","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","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":26,"referenced_works":["https://openalex.org/W1484946637","https://openalex.org/W1499315395","https://openalex.org/W1510543252","https://openalex.org/W1534872821","https://openalex.org/W1544076857","https://openalex.org/W1589918049","https://openalex.org/W1984687214","https://openalex.org/W2046428168","https://openalex.org/W2053677366","https://openalex.org/W2101043701","https://openalex.org/W2102391083","https://openalex.org/W2108167744","https://openalex.org/W2108628477","https://openalex.org/W2111996486","https://openalex.org/W2113076747","https://openalex.org/W2113544872","https://openalex.org/W2126286412","https://openalex.org/W2134693673","https://openalex.org/W2149985221","https://openalex.org/W2152529194","https://openalex.org/W2154349682","https://openalex.org/W2159711122","https://openalex.org/W2160603000","https://openalex.org/W2166348281","https://openalex.org/W4246367117","https://openalex.org/W7017522222"],"related_works":["https://openalex.org/W3133849001","https://openalex.org/W2022056881","https://openalex.org/W2081066201","https://openalex.org/W3048556888","https://openalex.org/W1520302806","https://openalex.org/W4324086039","https://openalex.org/W3121974022","https://openalex.org/W3174411893","https://openalex.org/W2587710587","https://openalex.org/W2100425112"],"abstract_inverted_index":{"Load":[0],"balancing":[1,17],"in":[2,23,144,161],"parallel":[3,176],"master-slave":[4],"implementations":[5,177],"on":[6,97,108,121,136],"heterogeneous":[7,162],"computing":[8,147,163],"clusters":[9,69,85,104],"is":[10,79,95,105,119,133],"a":[11,30,55,89,145],"pressing":[12],"research":[13],"problem.":[14],"Proper":[15],"load":[16,34,117,127,159,181],"can":[18],"lead":[19],"to":[20,124,169,175,185,189],"dramatic":[21],"speedups":[22],"program":[24],"run":[25],"times.":[26],"This":[27],"paper":[28],"introduces":[29],"novel":[31],"adaptive":[32,158],"fuzzy":[33,62,180],"balancer":[35,118,160],"which":[36],"automatically":[37],"senses":[38],"cluster":[39,113],"state":[40],"through":[41],"measurements":[42],"of":[43,68,84,103,155],"node":[44],"evaluation":[45],"times":[46],"and":[47,58,88,101,142,183],"network":[48,139],"delays.":[49],"Measured":[50],"data":[51],"are":[52,70,171],"collected":[53],"within":[54],"time":[56],"window":[57],"then":[59],"clustered":[60],"using":[61,72],"c-means":[63],"clustering.":[64],"The":[65,116,131],"optimal":[66],"number":[67],"decided":[71],"the":[73,122,126,153,157,179,190],"Xie-Beni":[74],"index.":[75],"Rule":[76],"base":[77],"extraction":[78],"facilitated":[80],"by":[81],"reverse":[82],"projection":[83],"(for":[86,92],"antecedents)":[87],"heuristic":[90],"function":[91],"consequents).":[93],"Re-clustering":[94],"triggered":[96],"outlier":[98],"point":[99],"detection,":[100],"re-validation":[102],"performed":[106],"depending":[107],"an":[109,137],"FCM":[110],"objective":[111],"function-based":[112],"scattering":[114],"threshold.":[115],"deployed":[120],"master":[123],"balance":[125],"between":[128],"various":[129],"slaves.":[130],"algorithm":[132],"tested":[134],"extensively":[135],"evolutionary-neuro-fuzzy":[138],"learning":[140],"application":[141],"implemented":[143],"LAM/MPI":[146],"environment.":[148],"Results":[149],"clearly":[150],"bring":[151],"out":[152],"efficacy":[154],"employing":[156],"environments.":[164],"Speedups":[165],"ranging":[166],"from":[167],"42%":[168],"89%":[170],"observed":[172],"when":[173,187],"compared":[174,188],"without":[178],"balancer,":[182],"up":[184],"448%":[186],"serial":[191],"implementations.":[192]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
