{"id":"https://openalex.org/W2809914090","doi":"https://doi.org/10.1109/icin.2018.8401621","title":"Testing a Q-learning approach for derivation of scaling policies in cloud-based applications","display_name":"Testing a Q-learning approach for derivation of scaling policies in cloud-based applications","publication_year":2018,"publication_date":"2018-02-01","ids":{"openalex":"https://openalex.org/W2809914090","doi":"https://doi.org/10.1109/icin.2018.8401621","mag":"2809914090"},"language":"en","primary_location":{"id":"doi:10.1109/icin.2018.8401621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin.2018.8401621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 21st Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN)","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/A5101863515","display_name":"Yue Jin","orcid":"https://orcid.org/0000-0002-0143-0024"},"institutions":[{"id":"https://openalex.org/I4210149358","display_name":"Nokia (France)","ror":"https://ror.org/04kwfkk85","country_code":"FR","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210149358"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Yue Jin","raw_affiliation_strings":["Nokia Bell Labs, Paris-Saclay, France"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Paris-Saclay, France","institution_ids":["https://openalex.org/I4210149358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109806919","display_name":"Makram Bouzid","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149358","display_name":"Nokia (France)","ror":"https://ror.org/04kwfkk85","country_code":"FR","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210149358"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Makram Bouzid","raw_affiliation_strings":["Nokia Bell Labs, Paris-Saclay, France"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Paris-Saclay, France","institution_ids":["https://openalex.org/I4210149358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072253159","display_name":"Dimitre Kostadinov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149358","display_name":"Nokia (France)","ror":"https://ror.org/04kwfkk85","country_code":"FR","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210149358"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Dimitre Kostadinov","raw_affiliation_strings":["Nokia Bell Labs, Paris-Saclay, France"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Paris-Saclay, France","institution_ids":["https://openalex.org/I4210149358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078326709","display_name":"Armen Aghasaryan","orcid":"https://orcid.org/0009-0009-3284-1027"},"institutions":[{"id":"https://openalex.org/I4210149358","display_name":"Nokia (France)","ror":"https://ror.org/04kwfkk85","country_code":"FR","type":"company","lineage":["https://openalex.org/I2738502077","https://openalex.org/I4210149358"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Armen Aghasaryan","raw_affiliation_strings":["Nokia Bell Labs, Paris-Saclay, France"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs, Paris-Saclay, France","institution_ids":["https://openalex.org/I4210149358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101863515"],"corresponding_institution_ids":["https://openalex.org/I4210149358"],"apc_list":null,"apc_paid":null,"fwci":0.3258,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66630511,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9941999912261963,"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"}},"topics":[{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9941999912261963,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9927999973297119,"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/T10603","display_name":"Smart Grid Energy Management","score":0.954200029373169,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.8223882913589478},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8070132732391357},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7691431045532227},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.550991952419281},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5153452754020691},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.463466078042984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3687655031681061},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07347655296325684}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8223882913589478},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8070132732391357},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7691431045532227},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.550991952419281},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5153452754020691},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.463466078042984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3687655031681061},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07347655296325684},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icin.2018.8401621","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin.2018.8401621","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 21st Conference on Innovation in Clouds, Internet and Networks and Workshops (ICIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":3,"referenced_works":["https://openalex.org/W2809835790","https://openalex.org/W2962723569","https://openalex.org/W4214717370"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2560439919","https://openalex.org/W4389340727","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2802581102","https://openalex.org/W4205786897"],"abstract_inverted_index":{"In":[0],"this":[1],"demonstration,":[2],"we":[3],"show":[4],"the":[5,18,33,40,74],"applicability":[6],"of":[7,20,32],"a":[8,49,65,68],"new":[9],"management":[10,58],"paradigm":[11],"based":[12],"on":[13],"Reinforcement":[14],"Learning":[15],"approach":[16],"for":[17],"control":[19,43],"systems'":[21],"behavior":[22],"in":[23,45],"complex":[24],"dynamically":[25],"evolving":[26],"environments,":[27],"without":[28],"requiring":[29],"preliminary":[30],"specifications":[31],"system":[34,52],"models.":[35],"The":[36],"learning":[37],"agent":[38],"identifies":[39],"most":[41],"adequate":[42],"policies":[44],"live":[46],"interaction":[47],"with":[48,56,64,76],"partially":[50],"observed":[51],"and":[53,67,72],"provides":[54],"it":[55],"autonomous":[57],"capabilities.":[59],"We":[60],"present":[61],"an":[62],"experimentation":[63],"simulated":[66],"real":[69],"Cloud-based":[70],"application,":[71],"compare":[73],"results":[75],"other":[77],"approaches.":[78]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}