{"id":"https://openalex.org/W2327096688","doi":"https://doi.org/10.1109/tcc.2016.2550047","title":"Feedback Autonomic Provisioning for Guaranteeing Performance in MapReduce Systems","display_name":"Feedback Autonomic Provisioning for Guaranteeing Performance in MapReduce Systems","publication_year":2016,"publication_date":"2016-04-04","ids":{"openalex":"https://openalex.org/W2327096688","doi":"https://doi.org/10.1109/tcc.2016.2550047","mag":"2327096688"},"language":"en","primary_location":{"id":"doi:10.1109/tcc.2016.2550047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2016.2550047","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01297026","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049093722","display_name":"Mihaly Berekmeri","orcid":null},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mihaly Berekmeri","raw_affiliation_strings":["GIPSA-lab BP46 38402 Grenoble France, University of Grenoble Alpes, Grenoble, France","GIPSA - Syst\u00e8mes non lin\u00e9aires et complexit\u00e9","Laboratoire d'Informatique de Grenoble"],"affiliations":[{"raw_affiliation_string":"GIPSA-lab BP46 38402 Grenoble France, University of Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I4210124956","https://openalex.org/I899635006"]},{"raw_affiliation_string":"GIPSA - Syst\u00e8mes non lin\u00e9aires et complexit\u00e9","institution_ids":[]},{"raw_affiliation_string":"Laboratoire d'Informatique de Grenoble","institution_ids":["https://openalex.org/I4210104430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086062470","display_name":"Dami\u00e1n Serrano","orcid":null},"institutions":[{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]},{"id":"https://openalex.org/I4210104430","display_name":"Laboratoire d'Informatique de Grenoble","ror":"https://ror.org/01c8rcg82","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I4210104430","https://openalex.org/I4210159245","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Damian Serrano","raw_affiliation_strings":["IRISA Research Group, University of Rennes 1, France","Laboratoire d'Informatique de Grenoble"],"affiliations":[{"raw_affiliation_string":"IRISA Research Group, University of Rennes 1, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802"]},{"raw_affiliation_string":"Laboratoire d'Informatique de Grenoble","institution_ids":["https://openalex.org/I4210104430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080653563","display_name":"Sara Bouchenak","orcid":"https://orcid.org/0000-0003-0558-0123"},"institutions":[{"id":"https://openalex.org/I48430043","display_name":"Institut National des Sciences Appliqu\u00e9es de Lyon","ror":"https://ror.org/050jn9y42","country_code":"FR","type":"education","lineage":["https://openalex.org/I203339264","https://openalex.org/I48430043"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sara Bouchenak","raw_affiliation_strings":["University of INSA-Lyon, Villeurbanne, France","Distribution, Recherche d'Information et Mobilit\u00e9"],"affiliations":[{"raw_affiliation_string":"University of INSA-Lyon, Villeurbanne, France","institution_ids":["https://openalex.org/I48430043"]},{"raw_affiliation_string":"Distribution, Recherche d'Information et Mobilit\u00e9","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101681352","display_name":"Nicolas Marchand","orcid":"https://orcid.org/0000-0002-5825-9758"},"institutions":[{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Nicolas Marchand","raw_affiliation_strings":["GIPSA-lab BP46 38402 Grenoble France, University of Grenoble Alpes, Grenoble, France","GIPSA - Syst\u00e8mes non lin\u00e9aires et complexit\u00e9"],"affiliations":[{"raw_affiliation_string":"GIPSA-lab BP46 38402 Grenoble France, University of Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I4210124956","https://openalex.org/I899635006"]},{"raw_affiliation_string":"GIPSA - Syst\u00e8mes non lin\u00e9aires et complexit\u00e9","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066843673","display_name":"Bogdan Robu","orcid":"https://orcid.org/0000-0001-7568-007X"},"institutions":[{"id":"https://openalex.org/I899635006","display_name":"Universit\u00e9 Grenoble Alpes","ror":"https://ror.org/02rx3b187","country_code":"FR","type":"education","lineage":["https://openalex.org/I899635006"]},{"id":"https://openalex.org/I4210124956","display_name":"GIPSA-Lab","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bogdan Robu","raw_affiliation_strings":["GIPSA-lab BP46 38402 Grenoble France, University of Grenoble Alpes, Grenoble, France","GIPSA - Syst\u00e8mes non lin\u00e9aires et complexit\u00e9"],"affiliations":[{"raw_affiliation_string":"GIPSA-lab BP46 38402 Grenoble France, University of Grenoble Alpes, Grenoble, France","institution_ids":["https://openalex.org/I4210124956","https://openalex.org/I899635006"]},{"raw_affiliation_string":"GIPSA - Syst\u00e8mes non lin\u00e9aires et complexit\u00e9","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5049093722"],"corresponding_institution_ids":["https://openalex.org/I4210104430","https://openalex.org/I4210124956","https://openalex.org/I899635006"],"apc_list":null,"apc_paid":null,"fwci":7.2982,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.96890851,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":"4","first_page":"1004","last_page":"1016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":1.0,"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":1.0,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9969000220298767,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.9940000176429749,"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":0.8690541386604309},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7380887269973755},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.639925479888916},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6310269236564636},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6182451248168945},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5904593467712402},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5796636939048767},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4837527275085449},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.4812483489513397},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4195188283920288},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.4135338068008423},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2174954116344452},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.14411106705665588},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1328926980495453}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8690541386604309},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7380887269973755},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.639925479888916},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6310269236564636},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6182451248168945},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5904593467712402},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5796636939048767},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4837527275085449},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.4812483489513397},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4195188283920288},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.4135338068008423},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2174954116344452},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.14411106705665588},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1328926980495453},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcc.2016.2550047","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcc.2016.2550047","pdf_url":null,"source":{"id":"https://openalex.org/S2492498579","display_name":"IEEE Transactions on Cloud Computing","issn_l":"2168-7161","issn":["2168-7161","2372-0018"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-01297026v2","is_oa":true,"landing_page_url":"https://hal.science/hal-01297026","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Cloud Computing, 2018, 6 (4), pp.1004-1016. ⟨10.1109/TCC.2016.2550047⟩","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01297026v2","is_oa":true,"landing_page_url":"https://hal.science/hal-01297026","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on Cloud Computing, 2018, 6 (4), pp.1004-1016. ⟨10.1109/TCC.2016.2550047⟩","raw_type":"Journal articles"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G481390248","display_name":null,"funder_award_id":"5ANR-11-LABX-0025","funder_id":"https://openalex.org/F4320322364","funder_display_name":"Labex"}],"funders":[{"id":"https://openalex.org/F4320322364","display_name":"Labex","ror":"https://ror.org/01cvsyf94"},{"id":"https://openalex.org/F4320322892","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W167093911","https://openalex.org/W228898923","https://openalex.org/W1495042866","https://openalex.org/W1513339978","https://openalex.org/W1598064945","https://openalex.org/W1794174336","https://openalex.org/W1861377444","https://openalex.org/W1965324089","https://openalex.org/W1974931822","https://openalex.org/W2002472616","https://openalex.org/W2003444207","https://openalex.org/W2004847532","https://openalex.org/W2005747910","https://openalex.org/W2015244008","https://openalex.org/W2015377416","https://openalex.org/W2018337085","https://openalex.org/W2025549137","https://openalex.org/W2031127475","https://openalex.org/W2035543557","https://openalex.org/W2060280513","https://openalex.org/W2067005380","https://openalex.org/W2071598946","https://openalex.org/W2074501444","https://openalex.org/W2074797371","https://openalex.org/W2076164405","https://openalex.org/W2078824402","https://openalex.org/W2093595045","https://openalex.org/W2098081686","https://openalex.org/W2098415863","https://openalex.org/W2099842045","https://openalex.org/W2103886725","https://openalex.org/W2105947650","https://openalex.org/W2110828189","https://openalex.org/W2119208045","https://openalex.org/W2132353061","https://openalex.org/W2143787382","https://openalex.org/W2145457647","https://openalex.org/W2156845275","https://openalex.org/W2169724035","https://openalex.org/W2173213060","https://openalex.org/W2189465200","https://openalex.org/W2239929133","https://openalex.org/W2479104860","https://openalex.org/W2913465992","https://openalex.org/W2995564009","https://openalex.org/W3140693901","https://openalex.org/W4231367092","https://openalex.org/W4232239282","https://openalex.org/W6606896132","https://openalex.org/W6639193275","https://openalex.org/W6687322159"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2000169967","https://openalex.org/W2112883198"],"abstract_inverted_index":{"Companies":[0],"have":[1,75],"a":[2,12,65,99,149,172,176,183],"fast":[3],"growing":[4],"amounts":[5],"of":[6,22,138,158,194],"data":[7,13,31,184],"to":[8,18,27,89,144],"process":[9],"and":[10,113,130],"store,":[11],"explosion":[14],"is":[15,44,163],"happening":[16],"next":[17],"us.":[19],"Currently":[20],"one":[21],"the":[23,36,47,54,81,86,117,136,156,166,192,195],"most":[24],"common":[25],"approaches":[26],"treat":[28],"these":[29],"vast":[30],"quantities":[32],"are":[33,168],"based":[34,71],"on":[35,72],"MapReduce":[37,96,180],"parallel":[38],"programming":[39],"paradigm.":[40],"While":[41],"its":[42],"use":[43,108],"widespread":[45],"in":[46,80,171,175,199],"industry,":[48],"ensuring":[49],"performance":[50,147],"constraints,":[51],"while":[52],"at":[53],"same":[55],"time":[56,202],"minimizing":[57],"costs,":[58],"still":[59],"provides":[60],"considerable":[61],"challenges.":[62],"We":[63,84],"propose":[64],"coarse":[66],"grained":[67],"control":[68,82,107,124,196],"theoretical":[69],"approach,":[70],"techniques":[73],"that":[74,134,153],"already":[76],"proved":[77],"their":[78],"usefulness":[79],"community.":[83],"introduce":[85],"first":[87,118],"algorithm":[88],"create":[90],"dynamic":[91],"models":[92],"for":[93],"Big":[94],"Data":[95],"systems,":[97],"running":[98,174],"concurrent":[100],"workload.":[101,188],"Furthermore,":[102],"we":[103,120],"identify":[104],"two":[105,122],"important":[106],"cases:":[109],"relaxed":[110],"performance-minimal":[111],"resource":[112],"strict":[114,146],"performance.":[115],"For":[116],"case":[119],"develop":[121],"feedback":[123,128],"mechanism.":[125],"A":[126],"classical":[127],"controller":[129,152],"an":[131],"even-based":[132],"feedback,":[133],"minimises":[135],"number":[137],"cluster":[139],"reconfigurations":[140],"as":[141],"well.":[142],"Moreover,":[143],"address":[145],"requirements":[148],"feedforward":[150],"predictive":[151],"efficiently":[154],"suppresses":[155],"effects":[157],"large":[159],"workload":[160],"size":[161],"variations":[162],"developed.":[164],"All":[165],"controllers":[167],"validated":[169],"online":[170],"benchmark":[173],"real":[177],"60":[178],"node":[179],"cluster,":[181],"using":[182],"intensive":[185],"Business":[186],"Intelligence":[187],"Our":[189],"experiments":[190],"demonstrate":[191],"success":[193],"strategies":[197],"employed":[198],"assuring":[200],"service":[201],"constraints.":[203]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}