{"id":"https://openalex.org/W2342252005","doi":null,"title":"Predicting Application Resource Requirements in Virtual Environments","display_name":"Predicting Application Resource Requirements in Virtual Environments","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W2342252005","mag":"2342252005"},"language":"en","primary_location":{"id":"mag:2342252005","doi":null,"is_oa":false,"landing_page_url":"http://www.hpl.hp.com/techreports/2008/HPL-2008-122.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5020963730","display_name":"Timothy Wood","orcid":"https://orcid.org/0000-0002-6728-4197","observed_orcids":["https://orcid.org/0000-0002-6728-4197"]},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Timothy Wood","raw_affiliation_strings":["University of Massachusetts, Amherst"],"raw_orcid":"https://orcid.org/0000-0002-6728-4197","affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016669578","display_name":"Ludmila A. Cherkasova","orcid":"https://orcid.org/0000-0002-9333-4901","observed_orcids":["https://orcid.org/0000-0002-9333-4901"]},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ludmila Cherkasova","raw_affiliation_strings":["University of Massachusetts, Amherst"],"raw_orcid":"https://orcid.org/0000-0002-9333-4901","affiliations":[{"raw_affiliation_string":"University of Massachusetts, Amherst","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029467716","display_name":"Kivanc Ozonat","orcid":"https://orcid.org/0000-0002-4842-6292","observed_orcids":["https://orcid.org/0000-0002-4842-6292"]},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kivanc Ozonat","raw_affiliation_strings":["Hewlett-Packard"],"raw_orcid":"https://orcid.org/0000-0002-4842-6292","affiliations":[{"raw_affiliation_string":"Hewlett-Packard","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032939724","display_name":"Prashant J. Shenoy","orcid":"https://orcid.org/0000-0002-5435-1901","observed_orcids":["https://orcid.org/0000-0002-5435-1901"]},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prashant Shenoy","raw_affiliation_strings":["Hewlett-Packard"],"raw_orcid":"https://orcid.org/0000-0002-5435-1901","affiliations":[{"raw_affiliation_string":"Hewlett-Packard","institution_ids":["https://openalex.org/I1324840837"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1085,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90164339,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9970999956130981,"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":0.9970999956130981,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.001500000013038516,"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/T14098","display_name":"Energy Efficiency in Computing","score":0.0003000000142492354,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/virtualization-overhead","display_name":"virtualization overhead","score":0.9110000133514404},{"id":"https://openalex.org/keywords/virtual-machines","display_name":"virtual machines","score":0.6050000190734863},{"id":"https://openalex.org/keywords/microbenchmarks","display_name":"microbenchmarks","score":0.7630000114440918},{"id":"https://openalex.org/keywords/regression-models","display_name":"regression models","score":0.7509999871253967},{"id":"https://openalex.org/keywords/xen-hypervisor","display_name":"Xen hypervisor","score":0.8550000190734863},{"id":"https://openalex.org/keywords/server-consolidation","display_name":"server consolidation","score":0.7390000224113464},{"id":"https://openalex.org/keywords/rubi","display_name":"Rub\u00ed","score":0.7680000066757202},{"id":"https://openalex.org/keywords/tpc-w","display_name":"TPC-W","score":0.9990000128746033}],"concepts":[{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.8595540523529053},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8066553473472595},{"id":"https://openalex.org/C47878483","wikidata":"https://www.wikidata.org/wiki/Q848333","display_name":"Full virtualization","level":4,"score":0.7089852690696716},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.6996247172355652},{"id":"https://openalex.org/C68793194","wikidata":"https://www.wikidata.org/wiki/Q1616095","display_name":"Hardware virtualization","level":5,"score":0.5939030051231384},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.571582555770874},{"id":"https://openalex.org/C13062989","wikidata":"https://www.wikidata.org/wiki/Q651531","display_name":"Application virtualization","level":5,"score":0.5351290106773376},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5282615423202515},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4873984456062317},{"id":"https://openalex.org/C51332947","wikidata":"https://www.wikidata.org/wiki/Q1172305","display_name":"Shared resource","level":2,"score":0.4806605577468872},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45244497060775757},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.42283695936203003},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.1827089786529541},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14605513215065002}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2342252005","doi":null,"is_oa":false,"landing_page_url":"http://www.hpl.hp.com/techreports/2008/HPL-2008-122.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5378999710083008,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W37644563","https://openalex.org/W199500277","https://openalex.org/W204275623","https://openalex.org/W1523505290","https://openalex.org/W1604656800","https://openalex.org/W1829813581","https://openalex.org/W1939576174","https://openalex.org/W2034562813","https://openalex.org/W2049717788","https://openalex.org/W2050551672","https://openalex.org/W2062512647","https://openalex.org/W2064142190","https://openalex.org/W2066660519","https://openalex.org/W2080090534","https://openalex.org/W2089661946","https://openalex.org/W2105321788","https://openalex.org/W2114226921","https://openalex.org/W2117898742","https://openalex.org/W2120992022","https://openalex.org/W2121542813","https://openalex.org/W2131726714","https://openalex.org/W2133011691","https://openalex.org/W2143219300","https://openalex.org/W2146848271","https://openalex.org/W2150042079","https://openalex.org/W2154671771","https://openalex.org/W2160895517","https://openalex.org/W2481091717","https://openalex.org/W2912955126","https://openalex.org/W3150160382"],"related_works":["https://openalex.org/W1942382433","https://openalex.org/W7096987381","https://openalex.org/W7034243698","https://openalex.org/W2972927421","https://openalex.org/W2296192489","https://openalex.org/W2135799610","https://openalex.org/W1972846750","https://openalex.org/W2168934464","https://openalex.org/W1988797755","https://openalex.org/W2046854838"],"abstract_inverted_index":{"Next":[0],"Generation":[1],"Data":[2],"Centers":[3],"(NGDC)":[4],"are":[5,97],"transforming":[6],"labor-intensive,":[7],"hard-coded,":[8],"siloed":[9],"systems":[10],"into":[11,136],"shared,":[12],"virtualized,":[13],"automated,":[14],"and":[15,28,125,168,206,222],"fully":[16,171],"managed":[17],"adaptive":[18],"infrastructures.":[19],"Virtualization":[20],"technologies":[21],"promise":[22],"great":[23],"opportunities":[24],"for":[25,88,146,218],"reducing":[26],"energy":[27],"hardware":[29,63,204],"costs":[30],"through":[31],"server":[32],"consolidation.":[33],"Moreover,":[34],"virtualization":[35,78,119,199],"can":[36,143],"optimize":[37],"resource":[38,51,74,91,148],"sharing":[39],"among":[40],"applications":[41,94],"hosted":[42],"in":[43],"different":[44,116,198],"virtual":[45,101,183],"machines":[46],"to":[47,54,64,70,99,113,153,163],"better":[48],"meet":[49],"their":[50],"needs.":[52],"However,":[53],"safely":[55],"transition":[56],"an":[57],"application":[58,152],"running":[59],"natively":[60],"on":[61,121,156],"real":[62],"a":[65,85,100,109,122,126,137,157,170],"virtualized":[66,138,155],"environment,":[67],"one":[68],"needs":[69],"estimate":[71],"the":[72,90,115,131,176,197,208,220],"additional":[73],"requirements":[75,92,149],"incurred":[76],"by":[77],"overheads.":[79],"In":[80],"this":[81],"work,":[82],"we":[83],"design":[84],"general":[86],"approach":[87,104,161],"estimating":[89,147],"of":[93,111,118,150,178,201,214],"when":[95],"they":[96],"transferred":[98],"environment.":[102],"Our":[103,160,186],"has":[105],"two":[106,202],"key":[107],"components:":[108],"set":[110],"microbenchmarks":[112],"profile":[114,135],"types":[117],"overhead":[120],"given":[123,158],"platform,":[124],"regression-based":[127],"model":[128,142,192],"that":[129,189,207],"maps":[130],"native":[132],"system":[133],"usage":[134],"one.":[139],"This":[140],"derived":[141],"be":[144,154],"used":[145],"any":[151],"platform.":[159],"aims":[162],"eliminate":[164],"error-prone":[165],"manual":[166],"processes":[167],"presents":[169],"automated":[172,191],"solution.":[173],"We":[174],"illustrate":[175],"effectiveness":[177],"our":[179,190],"methodology":[180],"using":[181],"Xen":[182],"machine":[184],"monitor.":[185],"evaluation":[187],"shows":[188],"generation":[193],"procedure":[194],"effectively":[195],"characterizes":[196],"overheads":[200],"diverse":[203],"platforms":[205],"models":[209],"have":[210],"median":[211],"prediction":[212],"error":[213],"less":[215],"than":[216],"5%":[217],"both":[219],"RUBiS":[221],"TPC-W":[223],"benchmarks.":[224]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2016-06-24T00:00:00"}