{"id":"https://openalex.org/W2065440427","doi":"https://doi.org/10.1080/17445760802387155","title":"Extracting and predicting the communication behaviour of parallel applications","display_name":"Extracting and predicting the communication behaviour of parallel applications","publication_year":2009,"publication_date":"2009-06-01","ids":{"openalex":"https://openalex.org/W2065440427","doi":"https://doi.org/10.1080/17445760802387155","mag":"2065440427"},"language":"en","primary_location":{"id":"doi:10.1080/17445760802387155","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17445760802387155","pdf_url":null,"source":{"id":"https://openalex.org/S85375271","display_name":"International Journal of Parallel Emergent and Distributed Systems","issn_l":"1026-7689","issn":["1026-7689","1029-032X","1063-7192","1744-5760","1744-5779"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Parallel, Emergent and Distributed Systems","raw_type":"journal-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/A5073145218","display_name":"Rodrigo Fernandes de Mello","orcid":"https://orcid.org/0000-0002-0435-3992"},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Rodrigo Fernandes de Mello","raw_affiliation_strings":["Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil","Institute of Mathematics and Computer Science, University of Sao Paulo, SP, Sao Carlos, Brazil#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Institute of Mathematics and Computer Science, University of Sao Paulo, SP, Sao Carlos, Brazil#TAB#","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070727601","display_name":"Evgueni Dodonov","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Evgueni Dodonov","raw_affiliation_strings":["Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil","Institute of Mathematics and Computer Science, University of Sao Paulo, SP, Sao Carlos, Brazil#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Institute of Mathematics and Computer Science, University of Sao Paulo, SP, Sao Carlos, Brazil#TAB#","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004400566","display_name":"Ricardo Bertagna","orcid":null},"institutions":[{"id":"https://openalex.org/I17974374","display_name":"Universidade de S\u00e3o Paulo","ror":"https://ror.org/036rp1748","country_code":"BR","type":"education","lineage":["https://openalex.org/I17974374"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo Bertagna","raw_affiliation_strings":["Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil","Institute of Mathematics and Computer Science, University of Sao Paulo, SP, Sao Carlos, Brazil#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Mathematics and Computer Science, University of S\u00e3o Paulo, S\u00e3o Carlos, SP, Brazil","institution_ids":["https://openalex.org/I17974374"]},{"raw_affiliation_string":"Institute of Mathematics and Computer Science, University of Sao Paulo, SP, Sao Carlos, Brazil#TAB#","institution_ids":["https://openalex.org/I17974374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056750262","display_name":"Luciano Jos\u00e9 Senger","orcid":"https://orcid.org/0000-0001-6633-006X"},"institutions":[{"id":"https://openalex.org/I68207295","display_name":"Universidade Estadual de Ponta Grossa","ror":"https://ror.org/027s08w94","country_code":"BR","type":"education","lineage":["https://openalex.org/I68207295"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luciano Jos\u00e9 Senger","raw_affiliation_strings":["Department of Informatics, State University of Ponta Grossa, Ponta Grossa, PR, Brazil","Department of Informatics, State University of Ponta Grossa, PR, Ponta Grossa, Brazil#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, State University of Ponta Grossa, Ponta Grossa, PR, Brazil","institution_ids":["https://openalex.org/I68207295"]},{"raw_affiliation_string":"Department of Informatics, State University of Ponta Grossa, PR, Ponta Grossa, Brazil#TAB#","institution_ids":["https://openalex.org/I68207295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073145218"],"corresponding_institution_ids":["https://openalex.org/I17974374"],"apc_list":null,"apc_paid":null,"fwci":0.7647,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77181688,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"24","issue":"3","first_page":"225","last_page":"242"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9968000054359436,"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":0.9945999979972839,"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/T10829","display_name":"Interconnection Networks and Systems","score":0.9858999848365784,"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/computer-science","display_name":"Computer science","score":0.8443055152893066},{"id":"https://openalex.org/keywords/byte","display_name":"Byte","score":0.784746527671814},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6277234554290771},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5301821231842041},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5242172479629517},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5211705565452576},{"id":"https://openalex.org/keywords/telecommunications-network","display_name":"Telecommunications network","score":0.468661904335022},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4476616680622101},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41133737564086914},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39726755023002625},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37122833728790283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34075358510017395},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15757590532302856},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1431007981300354}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8443055152893066},{"id":"https://openalex.org/C43364308","wikidata":"https://www.wikidata.org/wiki/Q8799","display_name":"Byte","level":2,"score":0.784746527671814},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6277234554290771},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5301821231842041},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5242172479629517},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5211705565452576},{"id":"https://openalex.org/C192126672","wikidata":"https://www.wikidata.org/wiki/Q1068715","display_name":"Telecommunications network","level":2,"score":0.468661904335022},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4476616680622101},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41133737564086914},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39726755023002625},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37122833728790283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34075358510017395},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15757590532302856},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1431007981300354},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/17445760802387155","is_oa":false,"landing_page_url":"https://doi.org/10.1080/17445760802387155","pdf_url":null,"source":{"id":"https://openalex.org/S85375271","display_name":"International Journal of Parallel Emergent and Distributed Systems","issn_l":"1026-7689","issn":["1026-7689","1029-032X","1063-7192","1744-5760","1744-5779"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Parallel, Emergent and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W86933077","https://openalex.org/W1485287790","https://openalex.org/W1494575785","https://openalex.org/W1518754760","https://openalex.org/W1551013497","https://openalex.org/W1581344573","https://openalex.org/W1582661268","https://openalex.org/W1599248213","https://openalex.org/W1960150933","https://openalex.org/W1965878637","https://openalex.org/W1966285605","https://openalex.org/W1991770581","https://openalex.org/W2007390700","https://openalex.org/W2047567251","https://openalex.org/W2058621196","https://openalex.org/W2064157002","https://openalex.org/W2068666958","https://openalex.org/W2069793726","https://openalex.org/W2076726046","https://openalex.org/W2082706618","https://openalex.org/W2089706288","https://openalex.org/W2091021424","https://openalex.org/W2102061396","https://openalex.org/W2105969594","https://openalex.org/W2106304233","https://openalex.org/W2108905989","https://openalex.org/W2112121929","https://openalex.org/W2114337577","https://openalex.org/W2117671523","https://openalex.org/W2122720838","https://openalex.org/W2127081717","https://openalex.org/W2136206988","https://openalex.org/W2140064355","https://openalex.org/W2143098244","https://openalex.org/W2143155105","https://openalex.org/W2144120083","https://openalex.org/W2152477898","https://openalex.org/W2155826855","https://openalex.org/W2157500316","https://openalex.org/W2160471135","https://openalex.org/W2161563555","https://openalex.org/W2162493032","https://openalex.org/W2168084448","https://openalex.org/W2622388297","https://openalex.org/W2677178705","https://openalex.org/W2969809776","https://openalex.org/W4252235691"],"related_works":["https://openalex.org/W121858127","https://openalex.org/W2775143306","https://openalex.org/W2165263102","https://openalex.org/W4289329995","https://openalex.org/W2373574911","https://openalex.org/W2046727832","https://openalex.org/W4247895841","https://openalex.org/W2097742961","https://openalex.org/W2012747176","https://openalex.org/W4239708624"],"abstract_inverted_index":{"This":[0,81],"paper":[1],"presents":[2],"a":[3,66,108],"model":[4,89],"to":[5,27,95,107,114,132,137,141,152,163,172],"extract":[6],"and":[7,49,77,166],"predict":[8,115],"the":[9,24,29,44,52,84,87,116,134],"communication":[10,30,79,100,142,148],"behaviour":[11,16],"of":[12,43,46,58,86,118],"parallel":[13],"applications.":[14],"The":[15,35,56,102,122],"was":[17],"extracted":[18,36],"by":[19,64],"introducing":[20],"system":[21],"calls":[22],"in":[23,128,175],"Linux":[25],"kernel":[26],"obtain":[28],"information":[31,37,104],"about":[32],"application":[33],"tasks.":[34],"is":[38,62,105,146,150,161],"organised":[39],"as":[40,90],"time":[41,60],"series":[42,61],"number":[45],"bytes":[47,169],"transmitted":[48],"received":[50],"during":[51],"task's":[53],"execution":[54],"time.":[55],"dimension":[57],"these":[59],"reduced":[63,103],"using":[65],"self-organising":[67],"neural":[68,110],"network":[69,111],"architecture":[70],"that":[71,112],"detects":[72],"common":[73],"resource":[74],"usage":[75],"states":[76],"compacts":[78],"events.":[80,143],"reduction":[82],"simplifies":[83],"design":[85],"prediction":[88],"it":[91,149,160],"does":[92],"not":[93],"need":[94],"consider":[96],"too":[97],"many":[98,168],"different":[99],"characteristics.":[101],"submitted":[106],"time-delay":[109],"allows":[113],"volume":[117],"future":[119],"data":[120],"transfers.":[121],"resulting":[123],"predictions":[124],"may":[125],"be":[126,138],"used":[127],"scheduling":[129],"algorithms,":[130],"allowing":[131],"define":[133],"best":[135],"resources":[136],"allocated":[139],"according":[140],"If":[144],"there":[145],"no":[147],"possible":[151],"distribute":[153],"processes":[154],"just":[155],"considering":[156],"CPU":[157],"capacity,":[158],"otherwise":[159],"necessary":[162],"evaluate":[164],"when":[165],"how":[167],"are":[170],"transferred":[171],"allocate":[173],"tasks":[174],"neighbour":[176],"networks.":[177]},"counts_by_year":[],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}