{"id":"https://openalex.org/W2952756537","doi":"https://doi.org/10.23919/springsim.2019.8732923","title":"Recurrent Neural Network for Classifying of Hpc Applications","display_name":"Recurrent Neural Network for Classifying of Hpc Applications","publication_year":2019,"publication_date":"2019-04-01","ids":{"openalex":"https://openalex.org/W2952756537","doi":"https://doi.org/10.23919/springsim.2019.8732923","mag":"2952756537"},"language":"en","primary_location":{"id":"doi:10.23919/springsim.2019.8732923","is_oa":false,"landing_page_url":"https://doi.org/10.23919/springsim.2019.8732923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Spring Simulation Conference (SpringSim)","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/A5003873356","display_name":"Trong-Ton Pham","orcid":null},"institutions":[{"id":"https://openalex.org/I170138621","display_name":"Atos (France)","ror":"https://ror.org/015w2wb33","country_code":"FR","type":"company","lineage":["https://openalex.org/I170138621"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Trong-Ton Pham","raw_affiliation_strings":["Bull \u2013 Atos Technologies HPC Software R&D 1 rue de Provence, Echirolles, France"],"affiliations":[{"raw_affiliation_string":"Bull \u2013 Atos Technologies HPC Software R&D 1 rue de Provence, Echirolles, France","institution_ids":["https://openalex.org/I170138621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059712856","display_name":"Mathieu Pister","orcid":null},"institutions":[{"id":"https://openalex.org/I170138621","display_name":"Atos (France)","ror":"https://ror.org/015w2wb33","country_code":"FR","type":"company","lineage":["https://openalex.org/I170138621"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mathieu Pister","raw_affiliation_strings":["Bull \u2013 Atos Technologies HPC Software R&D 1 rue de Provence, Echirolles, France"],"affiliations":[{"raw_affiliation_string":"Bull \u2013 Atos Technologies HPC Software R&D 1 rue de Provence, Echirolles, France","institution_ids":["https://openalex.org/I170138621"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005673457","display_name":"Philippe Couv\u00e9e","orcid":"https://orcid.org/0000-0002-8989-9408"},"institutions":[{"id":"https://openalex.org/I170138621","display_name":"Atos (France)","ror":"https://ror.org/015w2wb33","country_code":"FR","type":"company","lineage":["https://openalex.org/I170138621"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Philippe Couvee","raw_affiliation_strings":["Bull \u2013 Atos Technologies HPC Software R&D 1 rue de Provence, Echirolles, France"],"affiliations":[{"raw_affiliation_string":"Bull \u2013 Atos Technologies HPC Software R&D 1 rue de Provence, Echirolles, France","institution_ids":["https://openalex.org/I170138621"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003873356"],"corresponding_institution_ids":["https://openalex.org/I170138621"],"apc_list":null,"apc_paid":null,"fwci":0.5601,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74460576,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9926000237464905,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9926000237464905,"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/T10320","display_name":"Neural Networks and Applications","score":0.9897000193595886,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9894000291824341,"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":0.8505816459655762},{"id":"https://openalex.org/keywords/stateful-firewall","display_name":"Stateful firewall","score":0.7454110383987427},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.6971262693405151},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6275498270988464},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.581560492515564},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5617849230766296},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49902939796447754},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4857821762561798},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.48264080286026},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4744214415550232},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4661131501197815},{"id":"https://openalex.org/keywords/duration","display_name":"Duration (music)","score":0.4548625648021698},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.43138837814331055},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.18530333042144775},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17866769433021545}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8505816459655762},{"id":"https://openalex.org/C22927095","wikidata":"https://www.wikidata.org/wiki/Q1784206","display_name":"Stateful firewall","level":3,"score":0.7454110383987427},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.6971262693405151},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6275498270988464},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.581560492515564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5617849230766296},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49902939796447754},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4857821762561798},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.48264080286026},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4744214415550232},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4661131501197815},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.4548625648021698},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.43138837814331055},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.18530333042144775},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17866769433021545},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/springsim.2019.8732923","is_oa":false,"landing_page_url":"https://doi.org/10.23919/springsim.2019.8732923","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Spring Simulation Conference (SpringSim)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5699999928474426,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1476683968","https://openalex.org/W1899504021","https://openalex.org/W1983444731","https://openalex.org/W2007321142","https://openalex.org/W2064675550","https://openalex.org/W2119821739","https://openalex.org/W2143612262","https://openalex.org/W2155968351","https://openalex.org/W2163605009","https://openalex.org/W2325939864","https://openalex.org/W2411563882","https://openalex.org/W2477596418","https://openalex.org/W2493544825","https://openalex.org/W2557283755","https://openalex.org/W2616180702","https://openalex.org/W2746553466","https://openalex.org/W4239510810","https://openalex.org/W6631636882","https://openalex.org/W6684191040","https://openalex.org/W6697274609","https://openalex.org/W6715055779"],"related_works":["https://openalex.org/W2583381754","https://openalex.org/W2144255176","https://openalex.org/W2222333653","https://openalex.org/W109977192","https://openalex.org/W1970797462","https://openalex.org/W2566747981","https://openalex.org/W4312120139","https://openalex.org/W2809541058","https://openalex.org/W2342453732","https://openalex.org/W2167609832"],"abstract_inverted_index":{"This":[0,41],"paper":[1],"presents":[2],"a":[3,43,78,98],"novel":[4],"approach":[5,16,59],"using":[6],"deep":[7],"neural":[8],"networks":[9],"in":[10,46,66,69],"HPC":[11,35,79],"software":[12],"application":[13,39],"domain.":[14],"The":[15,92],"uses":[17],"Recurrent":[18],"Neural":[19],"Network":[20],"(RNN)":[21],"and":[22,81,133],"more":[23,104],"specifically":[24],"Long":[25],"Short-Term":[26],"Memory":[27],"(LSTM)":[28],"models":[29,76,96],"to":[30,48,87],"classify":[31],"jobs":[32,102,117,149],"running":[33],"on":[34,77,97],"clusters":[36],"into":[37],"different":[38],"families.":[40],"is":[42],"mandatory":[44],"step":[45],"order":[47],"optimize":[49],"their":[50],"run":[51],"time":[52],"environment":[53],"for":[54,111,146],"our":[55,75,95],"future":[56],"work.":[57],"Our":[58],"was":[60],"inspired":[61],"by":[62],"the":[63,70,85,89,112,125,137,143],"recent":[64],"advancement":[65],"Deep":[67],"Learning":[68],"AI":[71],"area.":[72],"We":[73],"implemented":[74],"cluster":[80],"took":[82],"advantage":[83],"of":[84,94,100,114],"GPU":[86],"accelerate":[88],"training":[90],"process.":[91],"evaluation":[93],"database":[99],"synthetic":[101],"(with":[103],"than":[105,119,151],"500":[106],"runs)":[107],"gave":[108],"good":[109],"results":[110],"classification":[113,144],"short":[115],"duration":[116,148],"(less":[118],"1":[120],"hour).":[121],"In":[122],"comparison":[123],"with":[124],"conventional":[126],"approaches":[127],"such":[128],"as":[129],"Support":[130],"Vector":[131],"Machine":[132],"Hidden":[134],"Markov":[135],"Model,":[136],"stateful":[138],"LSTM":[139],"implementation":[140],"improves":[141],"significantly":[142],"accuracy":[145],"long":[147],"(more":[150],"2":[152],"hours).":[153]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}