{"id":"https://openalex.org/W2103746165","doi":"https://doi.org/10.1109/iccp.2011.6047863","title":"Modeling the behavior of large scale reasoning systems using clustering and regression","display_name":"Modeling the behavior of large scale reasoning systems using clustering and regression","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2103746165","doi":"https://doi.org/10.1109/iccp.2011.6047863","mag":"2103746165"},"language":"en","primary_location":{"id":"doi:10.1109/iccp.2011.6047863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp.2011.6047863","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE 7th International Conference on Intelligent Computer Communication and Processing","raw_type":"proceedings-article"},"type":"conference-paper","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/A5047081027","display_name":"Raluca Brehar","orcid":"https://orcid.org/0000-0003-0978-7826"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Raluca Brehar","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060189145","display_name":"Ion Giosan","orcid":"https://orcid.org/0000-0003-2925-3194"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ion Giosan","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049943329","display_name":"Andrei Vatavu","orcid":"https://orcid.org/0000-0001-8480-9509"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Andrei Vatavu","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016301087","display_name":"Mihai Negru","orcid":"https://orcid.org/0000-0001-8039-8415"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihai Negru","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047954457","display_name":"Sergiu Nedevschi","orcid":"https://orcid.org/0000-0003-2018-4647"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Sergiu Nedevschi","raw_affiliation_strings":["Computer Science Department, Technical University of Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Technical University of Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I158333966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158333966"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"163","last_page":"169"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9923999905586243,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9769999980926514,"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":0.7428542375564575},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.706671416759491},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6938599944114685},{"id":"https://openalex.org/keywords/instrumentation","display_name":"Instrumentation (computer programming)","score":0.5938103199005127},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5656141638755798},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.55259770154953},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5505051612854004},{"id":"https://openalex.org/keywords/plug-in","display_name":"Plug-in","score":0.523708164691925},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43818220496177673},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35852500796318054},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.24102085828781128},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.24048307538032532}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7428542375564575},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.706671416759491},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6938599944114685},{"id":"https://openalex.org/C118530786","wikidata":"https://www.wikidata.org/wiki/Q1134732","display_name":"Instrumentation (computer programming)","level":2,"score":0.5938103199005127},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5656141638755798},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.55259770154953},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5505051612854004},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.523708164691925},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43818220496177673},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35852500796318054},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.24102085828781128},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.24048307538032532},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccp.2011.6047863","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp.2011.6047863","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE 7th International Conference on Intelligent Computer Communication and Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1572978214","https://openalex.org/W1975040830","https://openalex.org/W1998998165","https://openalex.org/W2004609034","https://openalex.org/W2031250125","https://openalex.org/W2039157918","https://openalex.org/W2065519815","https://openalex.org/W2100773341","https://openalex.org/W2133672519","https://openalex.org/W2133990480","https://openalex.org/W2461867464","https://openalex.org/W6634091482","https://openalex.org/W6718912861"],"related_works":["https://openalex.org/W47352601","https://openalex.org/W2981957539","https://openalex.org/W4287378204","https://openalex.org/W2461489085","https://openalex.org/W2545422590","https://openalex.org/W4240705470","https://openalex.org/W2945311252","https://openalex.org/W631546281","https://openalex.org/W4206501676","https://openalex.org/W88292646"],"abstract_inverted_index":{"Modeling":[0],"the":[1,8,17,90,94],"performance":[2,18],"of":[3,11,21,42,73,93,106],"large":[4,34],"scale":[5,35],"systems":[6],"is":[7,103],"core":[9],"idea":[10],"this":[12],"paper.We":[13],"focus":[14],"on":[15,71],"modeling":[16],"specific":[19,58],"behavior":[20],"LarKC":[22,95],"<sup":[23],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[24],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sup>":[25],"-":[26],"The":[27,100],"Large":[28],"Knowledge":[29],"Collider":[30],"a":[31,104],"platform":[32,59],"for":[33],"integrated":[36],"reasoning":[37],"and":[38,44,57,64,76,85,108],"Web-search.":[39],"A":[40],"set":[41],"instrumentation":[43,91],"monitoring":[45],"tools":[46],"are":[47],"employed":[48],"to":[49,53,78],"collect":[50],"metrics":[51,84,87],"related":[52],"execution":[54],"time,":[55],"resources,":[56],"measurements":[60],"like":[61],"running":[62],"workflows":[63],"plug-ins.":[65],"Our":[66],"method":[67,102],"performs":[68],"machine":[69],"learning":[70],"top":[72],"instrumented":[74],"data":[75],"tries":[77],"find":[79],"relations":[80],"between":[81],"input":[82],"defined":[83],"output":[86],"that":[88],"describe":[89],"observations":[92],"platform,":[96],"plug-ins":[97],"or":[98],"workflows.":[99],"proposed":[101],"combination":[105],"clustering":[107],"regression":[109],"techniques.":[110]},"counts_by_year":[],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}