{"id":"https://openalex.org/W2607064645","doi":"https://doi.org/10.1109/icin.2017.7899406","title":"On prediction of resource consumption of service requests in cloud environments","display_name":"On prediction of resource consumption of service requests in cloud environments","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2607064645","doi":"https://doi.org/10.1109/icin.2017.7899406","mag":"2607064645"},"language":"en","primary_location":{"id":"doi:10.1109/icin.2017.7899406","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin.2017.7899406","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 20th Conference on Innovations in Clouds, Internet and Networks (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/A5103381197","display_name":"Fariborz Derakhshan","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Fariborz Derakhshan","raw_affiliation_strings":["Nokia Bell Labs"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074671804","display_name":"Horst Roessler","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Horst Roessler","raw_affiliation_strings":["Nokia Bell Labs"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090528967","display_name":"Peter Schefczik","orcid":"https://orcid.org/0009-0005-0171-5993"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peter Schefczik","raw_affiliation_strings":["Nokia Bell Labs"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053997688","display_name":"Sabine Randriamasy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sabine Randriamasy","raw_affiliation_strings":["Nokia Bell Labs"],"affiliations":[{"raw_affiliation_string":"Nokia Bell Labs","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103381197"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9345,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.89036098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"169","last_page":"176"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9970999956130981,"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/T12127","display_name":"Software System Performance and Reliability","score":0.986299991607666,"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":0.8048872351646423},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7841379642486572},{"id":"https://openalex.org/keywords/resource-consumption","display_name":"Resource consumption","score":0.7576775550842285},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.6483845710754395},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5891744494438171},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5867802500724792},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5810537934303284},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.5346234440803528},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.4947297275066376},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.473347932100296},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4578723907470703},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23757612705230713},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1841912865638733},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08277758955955505},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06836235523223877}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8048872351646423},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7841379642486572},{"id":"https://openalex.org/C2777480716","wikidata":"https://www.wikidata.org/wiki/Q23582796","display_name":"Resource consumption","level":2,"score":0.7576775550842285},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.6483845710754395},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5891744494438171},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5867802500724792},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5810537934303284},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5346234440803528},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.4947297275066376},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.473347932100296},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4578723907470703},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23757612705230713},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1841912865638733},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08277758955955505},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06836235523223877},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icin.2017.7899406","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icin.2017.7899406","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 20th Conference on Innovations in Clouds, Internet and Networks (ICIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5299999713897705,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W15104241","https://openalex.org/W1998537997","https://openalex.org/W2106098710","https://openalex.org/W2154384045","https://openalex.org/W2167769932","https://openalex.org/W2338690345","https://openalex.org/W2542430934","https://openalex.org/W2542907822","https://openalex.org/W2605713638","https://openalex.org/W3100562622","https://openalex.org/W4246318925","https://openalex.org/W6736375334"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2145487074","https://openalex.org/W2153007255","https://openalex.org/W2138781885"],"abstract_inverted_index":{"The":[0],"functional":[1],"efficiency":[2],"of":[3,11,26,32,48,59,62,79,82,91,108],"cloud":[4],"solutions":[5],"depends":[6],"on":[7],"their":[8,19],"responsive":[9],"allocation":[10],"processing":[12,49,63],"resources":[13,27],"to":[14,18,74,87],"individual":[15],"tasks":[16],"according":[17],"predefined":[20],"completion":[21],"times.":[22],"An":[23],"optimum":[24],"usage":[25],"requires":[28],"an":[29],"accurate":[30],"prediction":[31,69,99],"resource":[33,46,77],"consumption.":[34],"In":[35],"this":[36],"paper":[37],"we":[38],"introduce":[39],"a":[40,56,60,80],"novel":[41],"method":[42],"for":[43],"predicting":[44],"the":[45,68,76,89,92,98],"consumption":[47,53,78,109],"requests":[50],"in":[51,55,85],"diverse":[52],"classes":[54,84],"system":[57],"consisting":[58],"plentitude":[61],"units.":[64],"We":[65,94],"further":[66],"enhance":[67],"algorithm":[70,100],"with":[71],"different":[72],"mechanisms":[73],"determine":[75],"variety":[81],"request":[83],"order":[86],"increase":[88],"precision":[90],"prediction.":[93],"also":[95],"show":[96],"that":[97],"is":[101],"robust":[102],"against":[103],"abrupt":[104],"and":[105,110],"large":[106],"variations":[107],"recovers":[111],"rapidly.":[112]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
