{"id":"https://openalex.org/W2330786471","doi":"https://doi.org/10.1145/2851553.2858677","title":"Which Cloud Auto-Scaler Should I Use for my Application?","display_name":"Which Cloud Auto-Scaler Should I Use for my Application?","publication_year":2016,"publication_date":"2016-03-12","ids":{"openalex":"https://openalex.org/W2330786471","doi":"https://doi.org/10.1145/2851553.2858677","mag":"2330786471"},"language":"en","primary_location":{"id":"doi:10.1145/2851553.2858677","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2851553.2858677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM/SPEC on International Conference on Performance Engineering","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/A5002226825","display_name":"Ahmed Ali-Eldin","orcid":"https://orcid.org/0000-0003-2774-9284"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ahmed Ali-Eldin","raw_affiliation_strings":["Ume\u00e5, Ume\u00e5, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ume\u00e5, Ume\u00e5, Sweden","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002501454","display_name":"Alexey Ilyushkin","orcid":null},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexey Ilyushkin","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009413742","display_name":"Bogdan Ghi\u021b","orcid":"https://orcid.org/0000-0002-2530-8736"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Bogdan Ghit","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051881330","display_name":"Nikolas Herbst","orcid":"https://orcid.org/0000-0003-3462-6426"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nikolas Roman Herbst","raw_affiliation_strings":["University of W\u00fcrzburg, W\u00fcrzburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of W\u00fcrzburg, W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080443843","display_name":"Alessandro V. Papadopoulos","orcid":"https://orcid.org/0000-0002-1364-8127"},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Alessandro Papadopoulos","raw_affiliation_strings":["Lund University, Lund, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lund University, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006986556","display_name":"Alexandru Iosup","orcid":"https://orcid.org/0000-0001-8030-9398"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Alexandru Iosup","raw_affiliation_strings":["Delft University of Technology, Delft, Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology, Delft, Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0261928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"131","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9958000183105469,"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":0.9871000051498413,"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/provisioning","display_name":"Provisioning","score":0.9205747246742249},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8505558967590332},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.832069993019104},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.7929157018661499},{"id":"https://openalex.org/keywords/elasticity","display_name":"Elasticity (physics)","score":0.7737122774124146},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5318678617477417},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4392286539077759},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39013564586639404},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3470541834831238},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1386118233203888},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.13331159949302673}],"concepts":[{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.9205747246742249},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8505558967590332},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.832069993019104},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7929157018661499},{"id":"https://openalex.org/C121854251","wikidata":"https://www.wikidata.org/wiki/Q62932","display_name":"Elasticity (physics)","level":2,"score":0.7737122774124146},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5318678617477417},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4392286539077759},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39013564586639404},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3470541834831238},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1386118233203888},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.13331159949302673},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/2851553.2858677","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2851553.2858677","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 7th ACM/SPEC on International Conference on Performance Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:lup.lub.lu.se:669c6cbf-b80d-4009-a77f-72e04520dc6f","is_oa":false,"landing_page_url":"https://lup.lub.lu.se/record/669c6cbf-b80d-4009-a77f-72e04520dc6f","pdf_url":null,"source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:tudelft.nl:uuid:11b0606d-4c98-48f2-afc5-ba2885cf98fe","is_oa":false,"landing_page_url":"http://resolver.tudelft.nl/uuid:11b0606d-4c98-48f2-afc5-ba2885cf98fe","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322581","display_name":"Vetenskapsr\u00e5det","ror":"https://ror.org/03zttf063"},{"id":"https://openalex.org/F4320334960","display_name":"Seventh Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1743501494","https://openalex.org/W1966715578","https://openalex.org/W1972541235","https://openalex.org/W1978582889","https://openalex.org/W1982394025","https://openalex.org/W2015992436","https://openalex.org/W2024758283","https://openalex.org/W2031780258","https://openalex.org/W2065205362","https://openalex.org/W2068647313","https://openalex.org/W2075233755","https://openalex.org/W2088607870","https://openalex.org/W2111965688","https://openalex.org/W2129542763","https://openalex.org/W2132364035","https://openalex.org/W2143408306","https://openalex.org/W2144809281","https://openalex.org/W2159175102","https://openalex.org/W2159362967","https://openalex.org/W2160121678","https://openalex.org/W2275530856","https://openalex.org/W4233049979","https://openalex.org/W4236491543","https://openalex.org/W4245183041"],"related_works":["https://openalex.org/W2000785801","https://openalex.org/W986318368","https://openalex.org/W2384410913","https://openalex.org/W2547038763","https://openalex.org/W2785227142","https://openalex.org/W572531444","https://openalex.org/W2945962340","https://openalex.org/W4312629719","https://openalex.org/W2049791239","https://openalex.org/W2135383661"],"abstract_inverted_index":{"Rapid":[0],"elasticity":[1,70],"is":[2,190],"one":[3,151],"of":[4,8,40,89,125,144,228],"the":[5,46,81,123,141,175,192,195,204,209,226],"essential":[6],"characteristics":[7],"cloud":[9,131],"computing":[10],"identified":[11],"by":[12],"NIST":[13],"[17].":[14],"Elasticity":[15],"allows":[16],"resources":[17],"to":[18,23,32,48,68,79,95,99,117,133,172,203,213],"be":[19,199,236],"provisioned":[20],"and":[21,28,135,225],"released":[22],"scale":[24],"rapidly":[25],"out":[26],"ward":[27,30],"in":[29,45,159,174,217],"according":[31],"demand.":[33],"Tens":[34],"--":[35,39,112,115,153,157],"if":[36],"not":[37],"hundreds":[38],"algorithms":[41,64,91,146,169,210],"have":[42,147],"been":[43,148],"proposed":[44],"literature":[47],"automatically":[49],"achieve":[50],"elastic":[51],"provisioning":[52,73,97,234],"[15,":[53],"23,":[54],"14,":[55,164],"21,":[56],"13,":[57],"20,":[58],"6,":[59],"12,":[60],"16,":[61],"10].":[62,165],"These":[63],"are":[65,92,170,211],"typically":[66,184],"referred":[67],"as":[69],"algorithms,":[71],"dynamic":[72],"techniques":[74],"or":[75,98,113,129,155],"autoscalers.":[76],"While":[77,166],"trying":[78],"solve":[80],"same":[82],"problem,":[83],"sometimes":[84],"with":[85,109,150,182],"differing":[86],"assumption,":[87],"many":[88],"these":[90,145],"either":[93],"compared":[94],"static":[96],"a":[100,130,137,160],"predefined":[101,105],"QoS":[102],"target,":[103,108],"e.g.,":[104],"response":[106],"time":[107,224],"very":[110],"little":[111],"no":[114],"comparison":[116],"previously":[118],"published":[119,168],"work.":[120,214],"This":[121],"reduces":[122],"ability":[124],"an":[126,229],"application":[127,230],"owner":[128],"operator":[132],"choose":[134],"deploy":[136],"suitable":[138],"algorithm":[139],"from":[140],"literature.":[142],"Many":[143],"tested":[149,187],"single":[152],"real":[154,196],"synthetic":[156],"workload":[158],"specific":[161,176],"use-case":[162,177],"[13,":[163],"all":[167],"shown":[171,212],"work":[173],"they":[178],"were":[179],"designed":[180],"for":[181,207],"the,":[183],"short,":[185],"workloads":[186,218],"with,":[188],"it":[189],"seldom":[191],"case":[193],"that":[194],"scenarios":[197],"will":[198],"any":[200],"thing":[201],"close":[202],"test":[205],"cases":[206],"which":[208],"Bursts":[215],"occur":[216],"occasionally.":[219],"Workload":[220],"dynamics":[221],"change":[222],"over":[223],"load-mix":[227],"significantly":[231],"affects":[232],"how":[233],"should":[235],"done":[237],"[21].":[238]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2016-06-24T00:00:00"}