{"id":"https://openalex.org/W1987461110","doi":"https://doi.org/10.1109/icdew.2013.6547460","title":"Packing light: Portable workload performance prediction for the cloud","display_name":"Packing light: Portable workload performance prediction for the cloud","publication_year":2013,"publication_date":"2013-04-01","ids":{"openalex":"https://openalex.org/W1987461110","doi":"https://doi.org/10.1109/icdew.2013.6547460","mag":"1987461110"},"language":"en","primary_location":{"id":"doi:10.1109/icdew.2013.6547460","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2013.6547460","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 29th International Conference on Data Engineering Workshops (ICDEW)","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/A5110322954","display_name":"Jennie Duggan","orcid":null},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"J. Duggan","raw_affiliation_strings":["Brown University, Providence, RI, USA","Brown University Providence RI USA"],"affiliations":[{"raw_affiliation_string":"Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]},{"raw_affiliation_string":"Brown University Providence RI USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075969864","display_name":"Y\u00fcn Chi","orcid":"https://orcid.org/0000-0002-8441-3974"},"institutions":[{"id":"https://openalex.org/I4210107353","display_name":"NEC (United States)","ror":"https://ror.org/01v791m31","country_code":"US","type":"company","lineage":["https://openalex.org/I118347220","https://openalex.org/I4210107353"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yun Chi","raw_affiliation_strings":["NEC Laboratories America, Cupertino, CA, USA","NEC Labs. America, Cupertino, CA, USA"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories America, Cupertino, CA, USA","institution_ids":[]},{"raw_affiliation_string":"NEC Labs. America, Cupertino, CA, USA","institution_ids":["https://openalex.org/I4210107353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014062628","display_name":"Hakan Hac\u00edg\u00fcm\u00fc\u015f","orcid":"https://orcid.org/0009-0005-2885-8695"},"institutions":[{"id":"https://openalex.org/I4210107353","display_name":"NEC (United States)","ror":"https://ror.org/01v791m31","country_code":"US","type":"company","lineage":["https://openalex.org/I118347220","https://openalex.org/I4210107353"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"H. Hacigumus","raw_affiliation_strings":["NEC Laboratories America, Cupertino, CA, USA","NEC Labs. America, Cupertino, CA, USA"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories America, Cupertino, CA, USA","institution_ids":[]},{"raw_affiliation_string":"NEC Labs. America, Cupertino, CA, USA","institution_ids":["https://openalex.org/I4210107353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103861122","display_name":"Shenghuo Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107353","display_name":"NEC (United States)","ror":"https://ror.org/01v791m31","country_code":"US","type":"company","lineage":["https://openalex.org/I118347220","https://openalex.org/I4210107353"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shenghuo Zhu","raw_affiliation_strings":["NEC Laboratories America, Cupertino, CA, USA","NEC Labs. America, Cupertino, CA, USA"],"affiliations":[{"raw_affiliation_string":"NEC Laboratories America, Cupertino, CA, USA","institution_ids":[]},{"raw_affiliation_string":"NEC Labs. America, Cupertino, CA, USA","institution_ids":["https://openalex.org/I4210107353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109862110","display_name":"U\u011fur \u00c7etintemel","orcid":null},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"U. Cetintemel","raw_affiliation_strings":["Brown University, Providence, RI, USA","Brown University Providence RI USA"],"affiliations":[{"raw_affiliation_string":"Brown University, Providence, RI, USA","institution_ids":["https://openalex.org/I27804330"]},{"raw_affiliation_string":"Brown University Providence RI USA","institution_ids":["https://openalex.org/I27804330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5110322954"],"corresponding_institution_ids":["https://openalex.org/I27804330"],"apc_list":null,"apc_paid":null,"fwci":7.52,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.96696325,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"258","last_page":"265"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9948999881744385,"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/T11719","display_name":"Data Quality and Management","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.8613943457603455},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8497107625007629},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8099892139434814},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7459837794303894},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.6531161069869995},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.560969352722168},{"id":"https://openalex.org/keywords/porting","display_name":"Porting","score":0.5330376029014587},{"id":"https://openalex.org/keywords/performance-prediction","display_name":"Performance prediction","score":0.4453073740005493},{"id":"https://openalex.org/keywords/service-provider","display_name":"Service provider","score":0.44019615650177},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4256311357021332},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36400559544563293},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.3582274317741394},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.24577945470809937},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.1714630424976349},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.09478959441184998}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.8613943457603455},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8497107625007629},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8099892139434814},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7459837794303894},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.6531161069869995},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.560969352722168},{"id":"https://openalex.org/C106251023","wikidata":"https://www.wikidata.org/wiki/Q851989","display_name":"Porting","level":3,"score":0.5330376029014587},{"id":"https://openalex.org/C2777115002","wikidata":"https://www.wikidata.org/wiki/Q7168246","display_name":"Performance prediction","level":2,"score":0.4453073740005493},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.44019615650177},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4256311357021332},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36400559544563293},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.3582274317741394},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.24577945470809937},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.1714630424976349},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.09478959441184998},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icdew.2013.6547460","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdew.2013.6547460","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 29th International Conference on Data Engineering Workshops (ICDEW)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.296.5119","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.296.5119","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.nec-labs.com/~ychi/publication/13dmc_portable.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320310598","display_name":"Amazon Web Services","ror":"https://ror.org/04mv4n011"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W47136562","https://openalex.org/W1412447802","https://openalex.org/W1572571795","https://openalex.org/W1597703625","https://openalex.org/W1964986219","https://openalex.org/W1983224729","https://openalex.org/W1987362912","https://openalex.org/W2010149990","https://openalex.org/W2026024369","https://openalex.org/W2054075931","https://openalex.org/W2058224784","https://openalex.org/W2059542827","https://openalex.org/W2081728040","https://openalex.org/W2086395677","https://openalex.org/W2086586571","https://openalex.org/W2100773341","https://openalex.org/W2101629001","https://openalex.org/W2105551310","https://openalex.org/W2109907545","https://openalex.org/W2112474496","https://openalex.org/W2119414841","https://openalex.org/W2120451551","https://openalex.org/W2132145609","https://openalex.org/W2149666876","https://openalex.org/W2150304332","https://openalex.org/W2151449617","https://openalex.org/W2153231596","https://openalex.org/W6601935905","https://openalex.org/W6677690127"],"related_works":["https://openalex.org/W2356602486","https://openalex.org/W2351992668","https://openalex.org/W2324828474","https://openalex.org/W2374315191","https://openalex.org/W2391207559","https://openalex.org/W2384715785","https://openalex.org/W2349624418","https://openalex.org/W2064459023","https://openalex.org/W2384611437","https://openalex.org/W2574266028"],"abstract_inverted_index":{"We":[0,102],"introduce":[1],"a":[2],"new":[3,31],"learning-based":[4],"solution":[5,93],"for":[6,21,119,154],"portable":[7],"database":[8],"workload":[9,63,107,151],"performance":[10,19,64],"prediction.":[11,101],"The":[12],"current":[13],"state":[14],"of":[15,115,166],"the":[16,60,111,138,167],"art":[17],"addresses":[18],"prediction":[20],"individual,":[22],"static":[23],"hardware":[24,50,71,123,156],"configurations":[25,72],"and":[26,73,85,100,113,134,140,162],"thus":[27],"cannot":[28],"generalize":[29],"to":[30,105],"platforms":[32,157],"without":[33],"additional":[34],"training.":[35],"In":[36],"this":[37],"work,":[38],"we":[39],"focus":[40],"on":[41,48,96,137],"analytical":[42,150],"databases":[43],"that":[44,66,109,145],"might":[45],"be":[46,68],"deployed":[47],"different":[49],"configurations,":[51],"possibly":[52],"offered":[53],"by":[54],"various":[55],"Infrastructureas-a-Service":[56],"(IaaS)":[57],"providers":[58,87],"in":[59],"cloud.":[61],"Enabling":[62],"predictions":[65],"can":[67,148],"ported":[69],"across":[70],"IaaS":[74],"offerings":[75],"could":[76],"significantly":[77],"help":[78],"cloud":[79,86],"users":[80],"with":[81,88,132,158],"their":[82,89],"service-purchase":[83],"decisions":[84],"provisioning":[90],"decisions.":[91],"Our":[92,125],"is":[94],"based":[95],"collaborative":[97],"filtering":[98],"modeling":[99],"applied":[103],"it":[104],"lightweight":[106],"fingerprints":[108],"model":[110],"characteristics":[112],"behavior":[114],"concurrent":[116],"query":[117],"workloads":[118],"carefully":[120],"selected,":[121],"abstract":[122],"configurations.":[124],"preliminary":[126],"results":[127],"are":[128],"derived":[129],"from":[130],"experiments":[131],"TPC-H":[133],"TPC-DS":[135],"benchmarks":[136],"Amazon":[139],"Rackspace":[141],"clouds.":[142],"They":[143],"demonstrate":[144],"our":[146],"techniques":[147],"predict":[149],"throughput":[152],"values":[153],"diverse":[155],"low":[159],"training":[160],"overhead":[161],"within":[163],"approximately":[164],"30%":[165],"correct":[168],"figure.":[169]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
