{"id":"https://openalex.org/W2146936668","doi":"https://doi.org/10.1109/icitst.2009.5402611","title":"Server virtualization by user behaviour model using a data mining technique — A preliminary study","display_name":"Server virtualization by user behaviour model using a data mining technique — A preliminary study","publication_year":2009,"publication_date":"2009-11-01","ids":{"openalex":"https://openalex.org/W2146936668","doi":"https://doi.org/10.1109/icitst.2009.5402611","mag":"2146936668"},"language":"en","primary_location":{"id":"doi:10.1109/icitst.2009.5402611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icitst.2009.5402611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Conference for Internet Technology and Secured Transactions, (ICITST)","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/A5071664543","display_name":"Dulyawit Prangchumpol","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"D. Prangchumpol","raw_affiliation_strings":["Chulalongkom University, Thailand","Chulalongkorn University"],"affiliations":[{"raw_affiliation_string":"Chulalongkom University, Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Chulalongkorn University","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057739505","display_name":"Siripun Sanguansintukul","orcid":null},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"S. Sanguansintukul","raw_affiliation_strings":["Chulalongkom University, Thailand","Chulalongkorn University"],"affiliations":[{"raw_affiliation_string":"Chulalongkom University, Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Chulalongkorn University","institution_ids":["https://openalex.org/I158708052"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020223111","display_name":"Panjai Tantasanawong","orcid":null},"institutions":[{"id":"https://openalex.org/I86677382","display_name":"Silpakorn University","ror":"https://ror.org/02d0tyt78","country_code":"TH","type":"education","lineage":["https://openalex.org/I86677382"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"P. Tantasanawong","raw_affiliation_strings":["Silpakorn University, Thailand","Silpakorn  University"],"affiliations":[{"raw_affiliation_string":"Silpakorn University, Thailand","institution_ids":["https://openalex.org/I86677382"]},{"raw_affiliation_string":"Silpakorn  University","institution_ids":["https://openalex.org/I86677382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071664543"],"corresponding_institution_ids":["https://openalex.org/I158708052"],"apc_list":null,"apc_paid":null,"fwci":1.4806,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8907288,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9991000294685364,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9876999855041504,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9807999730110168,"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":0.8412775993347168},{"id":"https://openalex.org/keywords/clickstream","display_name":"Clickstream","score":0.809341311454773},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.7686368823051453},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.7287518978118896},{"id":"https://openalex.org/keywords/application-virtualization","display_name":"Application virtualization","score":0.6292959451675415},{"id":"https://openalex.org/keywords/proxy-server","display_name":"Proxy server","score":0.6082282662391663},{"id":"https://openalex.org/keywords/server-farm","display_name":"Server farm","score":0.5572882294654846},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.5315330624580383},{"id":"https://openalex.org/keywords/web-server","display_name":"Web server","score":0.5134742856025696},{"id":"https://openalex.org/keywords/storage-virtualization","display_name":"Storage virtualization","score":0.5034136176109314},{"id":"https://openalex.org/keywords/full-virtualization","display_name":"Full virtualization","score":0.5000498294830322},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.45496803522109985},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.4536135494709015},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3789137005805969},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.30406084656715393},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.2887725830078125},{"id":"https://openalex.org/keywords/web-api","display_name":"Web API","score":0.2051880955696106},{"id":"https://openalex.org/keywords/client\u2013server-model","display_name":"Client\u2013server model","score":0.2012595534324646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8412775993347168},{"id":"https://openalex.org/C138744977","wikidata":"https://www.wikidata.org/wiki/Q5132438","display_name":"Clickstream","level":5,"score":0.809341311454773},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.7686368823051453},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.7287518978118896},{"id":"https://openalex.org/C13062989","wikidata":"https://www.wikidata.org/wiki/Q651531","display_name":"Application virtualization","level":5,"score":0.6292959451675415},{"id":"https://openalex.org/C2779298391","wikidata":"https://www.wikidata.org/wiki/Q11189","display_name":"Proxy server","level":2,"score":0.6082282662391663},{"id":"https://openalex.org/C105908466","wikidata":"https://www.wikidata.org/wiki/Q261645","display_name":"Server farm","level":4,"score":0.5572882294654846},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.5315330624580383},{"id":"https://openalex.org/C11392498","wikidata":"https://www.wikidata.org/wiki/Q11288","display_name":"Web server","level":3,"score":0.5134742856025696},{"id":"https://openalex.org/C34760210","wikidata":"https://www.wikidata.org/wiki/Q2308665","display_name":"Storage virtualization","level":4,"score":0.5034136176109314},{"id":"https://openalex.org/C47878483","wikidata":"https://www.wikidata.org/wiki/Q848333","display_name":"Full virtualization","level":4,"score":0.5000498294830322},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.45496803522109985},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.4536135494709015},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3789137005805969},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.30406084656715393},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2887725830078125},{"id":"https://openalex.org/C127613066","wikidata":"https://www.wikidata.org/wiki/Q557770","display_name":"Web API","level":4,"score":0.2051880955696106},{"id":"https://openalex.org/C152880691","wikidata":"https://www.wikidata.org/wiki/Q146813","display_name":"Client\u2013server model","level":3,"score":0.2012595534324646}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icitst.2009.5402611","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icitst.2009.5402611","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 International Conference for Internet Technology and Secured Transactions, (ICITST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W63289604","https://openalex.org/W1971222141","https://openalex.org/W1989567534","https://openalex.org/W2064213168","https://openalex.org/W2065174979","https://openalex.org/W2103375760","https://openalex.org/W2141213539","https://openalex.org/W2144289453"],"related_works":["https://openalex.org/W2313817123","https://openalex.org/W2587879439","https://openalex.org/W2348030889","https://openalex.org/W2555050557","https://openalex.org/W137484949","https://openalex.org/W2148964141","https://openalex.org/W2340733214","https://openalex.org/W1997191030","https://openalex.org/W2967192347","https://openalex.org/W2146936668"],"abstract_inverted_index":{"Server":[0],"virtualization":[1],"is":[2,32,42,58,84,96],"the":[3,9,25,61,77,89],"masking":[4],"of":[5,13,27,48,60,68,76,88,118,134],"server":[6,22,49,83,95,141],"resources,":[7],"including":[8],"number":[10],"and":[11,18,45,103,121],"identity":[12],"individual":[14],"physical":[15],"servers,":[16],"processors,":[17],"operating":[19],"systems,":[20],"from":[21],"users.":[23],"However,":[24],"problem":[26],"tuning":[28],"dynamic":[29],"resource":[30],"allocation":[31],"a":[33,81,93],"novelty.":[34],"Managing":[35],"heterogeneous":[36,138],"workloads":[37,139],"running":[38,137],"within":[39],"virtual":[40],"machines":[41],"an":[43,129],"interesting":[44],"challenging":[46],"topic":[47],"virtualization.":[50,142],"This":[51,124],"research":[52],"applied":[53],"association":[54],"rule":[55],"discovery,":[56],"which":[57],"one":[59],"data":[62,135],"mining":[63],"techniques":[64],"to":[65,131],"predict":[66],"level":[67],"user":[69,99,112],"access.":[70],"The":[71,86,108],"results":[72,109],"illustrate":[73],"that":[74,111],"performance":[75,87],"predictive":[78,90],"model":[79,91],"for":[80,92,101],"proxy":[82,102],"86.86%.":[85],"Web":[94,104],"87.18%.":[97],"Additionally,":[98],"behaviors":[100,113],"servers":[105],"are":[106,114],"visualized.":[107],"suggest":[110],"different":[115],"in":[116],"term":[117],"workload,":[119],"day":[120],"time":[122],"usage.":[123],"preliminary":[125],"study":[126],"may":[127],"be":[128],"approach":[130],"improve":[132],"management":[133],"centers":[136],"using":[140]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}