{"id":"https://openalex.org/W2532957030","doi":"https://doi.org/10.1109/csc.2011.6138506","title":"Black-box approach to capacity identification for multi-tier applications hosted on virtualized platforms","display_name":"Black-box approach to capacity identification for multi-tier applications hosted on virtualized platforms","publication_year":2011,"publication_date":"2011-12-01","ids":{"openalex":"https://openalex.org/W2532957030","doi":"https://doi.org/10.1109/csc.2011.6138506","mag":"2532957030"},"language":"en","primary_location":{"id":"doi:10.1109/csc.2011.6138506","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csc.2011.6138506","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on Cloud and Service Computing","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/A5071556464","display_name":"Waheed Iqbal","orcid":"https://orcid.org/0000-0002-1612-8549"},"institutions":[{"id":"https://openalex.org/I38538140","display_name":"Asian Institute of Technology","ror":"https://ror.org/0403qcr87","country_code":"TH","type":"education","lineage":["https://openalex.org/I38538140"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Waheed Iqbal","raw_affiliation_strings":["Computer Science and Information Management, Asian Institute of Technology, Thailand"],"affiliations":[{"raw_affiliation_string":"Computer Science and Information Management, Asian Institute of Technology, Thailand","institution_ids":["https://openalex.org/I38538140"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035778658","display_name":"Matthew N. Dailey","orcid":"https://orcid.org/0000-0002-7191-3558"},"institutions":[{"id":"https://openalex.org/I38538140","display_name":"Asian Institute of Technology","ror":"https://ror.org/0403qcr87","country_code":"TH","type":"education","lineage":["https://openalex.org/I38538140"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Matthew N. Dailey","raw_affiliation_strings":["Computer Science and Information Management, Asian Institute of Technology, Thailand"],"affiliations":[{"raw_affiliation_string":"Computer Science and Information Management, Asian Institute of Technology, Thailand","institution_ids":["https://openalex.org/I38538140"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081849393","display_name":"David Carrera","orcid":"https://orcid.org/0000-0003-4898-3424"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]},{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David Carrera","raw_affiliation_strings":["Barcelona Supercomputing Center, Technical University of Catalonia, Spain"],"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center, Technical University of Catalonia, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071556464"],"corresponding_institution_ids":["https://openalex.org/I38538140"],"apc_list":null,"apc_paid":null,"fwci":5.9115,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.96150035,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"99","issue":null,"first_page":"111","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9997000098228455,"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":0.9997000098228455,"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/T12127","display_name":"Software System Performance and Reliability","score":0.9986000061035156,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9965999722480774,"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":0.8051030039787292},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7890422940254211},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7764770984649658},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7092463374137878},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5076159238815308},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5053694844245911},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.47763291001319885},{"id":"https://openalex.org/keywords/capacity-planning","display_name":"Capacity planning","score":0.44756215810775757},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4176826775074005},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.41275250911712646},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.32659751176834106},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2819182872772217},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1745501160621643}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8051030039787292},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7890422940254211},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7764770984649658},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7092463374137878},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5076159238815308},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5053694844245911},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.47763291001319885},{"id":"https://openalex.org/C2781007418","wikidata":"https://www.wikidata.org/wiki/Q1456934","display_name":"Capacity planning","level":2,"score":0.44756215810775757},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4176826775074005},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.41275250911712646},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.32659751176834106},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2819182872772217},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1745501160621643},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csc.2011.6138506","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csc.2011.6138506","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on Cloud and Service Computing","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":24,"referenced_works":["https://openalex.org/W1570160575","https://openalex.org/W1571975558","https://openalex.org/W1663973292","https://openalex.org/W1983989471","https://openalex.org/W1996908140","https://openalex.org/W2066660519","https://openalex.org/W2068647313","https://openalex.org/W2088607870","https://openalex.org/W2105579778","https://openalex.org/W2121514076","https://openalex.org/W2121862294","https://openalex.org/W2122284941","https://openalex.org/W2133990480","https://openalex.org/W2153635508","https://openalex.org/W2171391458","https://openalex.org/W2334018742","https://openalex.org/W2905148377","https://openalex.org/W3120421331","https://openalex.org/W6629510986","https://openalex.org/W6634102093","https://openalex.org/W6634144336","https://openalex.org/W6667320511","https://openalex.org/W6678219532","https://openalex.org/W6678281356"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2352878646","https://openalex.org/W2004734601","https://openalex.org/W2130149817","https://openalex.org/W2990194547","https://openalex.org/W1480123525","https://openalex.org/W2766857375","https://openalex.org/W2146057175"],"abstract_inverted_index":{"In":[0,89,139],"cloud-based":[1],"Web":[2,40,69,76,110,208],"application":[3,41,77,111],"hosting":[4],"environments,":[5],"virtualization":[6],"offers":[7],"the":[8,44,49,57,81,86,131,155,164,171,179],"potential":[9],"to":[10,17,159,206],"exploit":[11],"dynamic":[12,202],"resource":[13,24,33,62],"provisioning":[14,34],"and":[15,35,53,94,119],"scaling":[16,36],"maintain":[18],"service":[19,211],"level":[20,212],"agreements":[21,213],"while":[22],"minimizing":[23],"utilization":[25],"for":[26,37,99,107,134],"a":[27,38,46,54,74,96,108,126,145,152,185],"given":[28],"workload.":[29],"However,":[30],"optimal":[31],"proactive":[32],"specific":[39,136],"require,":[42],"at":[43,214],"least,":[45],"profile":[47],"of":[48,56,73,83,129,154,170,204],"application's":[50,58,132],"current":[51],"workload":[52,87,105,137,157,166,175],"model":[55,127,153],"capacity":[59,72,100,133,150],"under":[60],"various":[61],"configurations.":[63],"Here":[64],"we":[65,92,143],"focus":[66],"on":[67,122,174],"multi-tier":[68,75,109,207],"applications.":[70],"The":[71,182],"varies":[78],"substantially":[79],"as":[80],"pattern":[82,176],"requests":[84],"in":[85],"changes.":[88],"this":[90],"paper,":[91],"propose":[93],"evaluate":[95],"black-box":[97],"method":[98,147,198],"prediction":[101],"that":[102,148],"first":[103],"identifies":[104],"patterns":[106,158],"from":[112],"access":[113],"logs":[114],"using":[115,163],"unsupervised":[116],"machine":[117],"learning":[118],"then,":[120],"based":[121,173],"those":[123],"patterns,":[124],"builds":[125],"capable":[128],"predicting":[130],"any":[135],"pattern.":[138],"an":[140],"experimental":[141],"evaluation,":[142],"compare":[144],"baseline":[146,180],"predicts":[149],"without":[151],"application-specific":[156],"several":[160],"regression":[161,188],"models":[162,172],"proposed":[165],"identification":[167,177],"method.":[168,181],"All":[169],"outperform":[178],"best":[183],"model,":[184,189],"Gaussian":[186],"process":[187],"gives":[190],"only":[191],"6.42%":[192],"error.":[193],"Cloud":[194],"providers":[195],"utilizing":[196],"our":[197],"can":[199],"proactively":[200],"perform":[201],"allocation":[203],"resources":[205],"applications,":[209],"meeting":[210],"minimal":[215],"cost.":[216]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}