{"id":"https://openalex.org/W4394711242","doi":"https://doi.org/10.1109/access.2024.3387436","title":"Predictive Energy Management for Docker Containers in Cloud Computing: A Time Series Analysis Approach","display_name":"Predictive Energy Management for Docker Containers in Cloud Computing: A Time Series Analysis Approach","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394711242","doi":"https://doi.org/10.1109/access.2024.3387436"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3387436","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3387436","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10496576.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10496576.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062081377","display_name":"Abdulmohsen Algarni","orcid":"https://orcid.org/0000-0002-7556-958X"},"institutions":[{"id":"https://openalex.org/I82952536","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30","country_code":"SA","type":"education","lineage":["https://openalex.org/I82952536"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Abdulmohsen Algarni","raw_affiliation_strings":["Department of Computer Science, King Khalid University, Abha, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-7556-958X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, King Khalid University, Abha, Saudi Arabia","institution_ids":["https://openalex.org/I82952536"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095369531","display_name":"Iqrar Shah","orcid":null},"institutions":[{"id":"https://openalex.org/I263208278","display_name":"Hazara University","ror":"https://ror.org/018y22094","country_code":"PK","type":"education","lineage":["https://openalex.org/I263208278"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Iqrar Shah","raw_affiliation_strings":["Department of Computer Science and Information Technology, Hazara University, Mansehra, Pakistan","Department of Computer Science and Information Technology, Hazara University, Mansehra, KPK, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Hazara University, Mansehra, Pakistan","institution_ids":["https://openalex.org/I263208278"]},{"raw_affiliation_string":"Department of Computer Science and Information Technology, Hazara University, Mansehra, KPK, Pakistan","institution_ids":["https://openalex.org/I263208278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006118771","display_name":"Ali Imran Jehangiri","orcid":"https://orcid.org/0000-0001-5920-433X"},"institutions":[{"id":"https://openalex.org/I263208278","display_name":"Hazara University","ror":"https://ror.org/018y22094","country_code":"PK","type":"education","lineage":["https://openalex.org/I263208278"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ali Imran Jehangiri","raw_affiliation_strings":["Department of Computer Science and Information Technology, Hazara University, Mansehra, Pakistan","Department of Computer Science and Information Technology, Hazara University, Mansehra, KPK, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-5920-433X","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Hazara University, Mansehra, Pakistan","institution_ids":["https://openalex.org/I263208278"]},{"raw_affiliation_string":"Department of Computer Science and Information Technology, Hazara University, Mansehra, KPK, Pakistan","institution_ids":["https://openalex.org/I263208278"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011176960","display_name":"Mohammed Alaa Ala\u2019anzy","orcid":"https://orcid.org/0000-0002-0005-7037"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammed Alaa Ala\u2019Anzy","raw_affiliation_strings":["Department of Computer Science, SDU University, Almaty, Kazakhstan"],"raw_orcid":"https://orcid.org/0000-0002-0005-7037","affiliations":[{"raw_affiliation_string":"Department of Computer Science, SDU University, Almaty, Kazakhstan","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002828790","display_name":"Zulfiqar Ahmad","orcid":"https://orcid.org/0000-0002-6278-9516"},"institutions":[{"id":"https://openalex.org/I263208278","display_name":"Hazara University","ror":"https://ror.org/018y22094","country_code":"PK","type":"education","lineage":["https://openalex.org/I263208278"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Zulfiqar Ahmad","raw_affiliation_strings":["Department of Computer Science and Information Technology, Hazara University, Mansehra, Pakistan","Department of Computer Science and Information Technology, Hazara University, Mansehra, KPK, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-6278-9516","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, Hazara University, Mansehra, Pakistan","institution_ids":["https://openalex.org/I263208278"]},{"raw_affiliation_string":"Department of Computer Science and Information Technology, Hazara University, Mansehra, KPK, Pakistan","institution_ids":["https://openalex.org/I263208278"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":14.484,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.9878078,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"12","issue":null,"first_page":"52524","last_page":"52538"},"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":0.9955000281333923,"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":0.9923999905586243,"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/cloud-computing","display_name":"Cloud computing","score":0.8134021759033203},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6948697566986084},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5179544687271118},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.43041715025901794},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.3509901463985443}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8134021759033203},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6948697566986084},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5179544687271118},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.43041715025901794},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.3509901463985443},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3387436","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3387436","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10496576.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:84bac7d55d8f4096ac76a790193d1fd4","is_oa":true,"landing_page_url":"https://doaj.org/article/84bac7d55d8f4096ac76a790193d1fd4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 52524-52538 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3387436","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3387436","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10496576.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7799999713897705,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G164986725","display_name":null,"funder_award_id":"R.G.P.2/93/45","funder_id":"https://openalex.org/F4320324433","funder_display_name":"King Khalid University"}],"funders":[{"id":"https://openalex.org/F33954902","display_name":"Deanship of Scientific Research, King Khalid University","ror":null},{"id":"https://openalex.org/F4320324433","display_name":"King Khalid University","ror":"https://ror.org/052kwzs30"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394711242.pdf","grobid_xml":"https://content.openalex.org/works/W4394711242.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W2026593437","https://openalex.org/W2067354926","https://openalex.org/W2070525241","https://openalex.org/W2078453919","https://openalex.org/W2109546606","https://openalex.org/W2137240558","https://openalex.org/W2143813453","https://openalex.org/W2148459868","https://openalex.org/W2601903725","https://openalex.org/W2625706706","https://openalex.org/W2771936465","https://openalex.org/W2803140164","https://openalex.org/W2803972811","https://openalex.org/W2885758977","https://openalex.org/W2896980190","https://openalex.org/W2933705016","https://openalex.org/W2969580338","https://openalex.org/W3007690476","https://openalex.org/W3018427132","https://openalex.org/W3024575953","https://openalex.org/W3072504855","https://openalex.org/W3088267381","https://openalex.org/W3096509751","https://openalex.org/W3097804330","https://openalex.org/W3103187330","https://openalex.org/W3118895196","https://openalex.org/W3122928677","https://openalex.org/W3161992002","https://openalex.org/W3164030206","https://openalex.org/W4220784251","https://openalex.org/W4285803890","https://openalex.org/W4288826210","https://openalex.org/W4321374642","https://openalex.org/W4321770541","https://openalex.org/W4323665371","https://openalex.org/W4327615886","https://openalex.org/W4362500296","https://openalex.org/W4377079727","https://openalex.org/W4379382256","https://openalex.org/W4379382508","https://openalex.org/W4386193340","https://openalex.org/W4386303988","https://openalex.org/W4386706824","https://openalex.org/W4388515955","https://openalex.org/W4389495243","https://openalex.org/W4390670801","https://openalex.org/W4391887699","https://openalex.org/W6628688238","https://openalex.org/W6628746399"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4244478748","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W2560439919","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":{"Cloud":[0],"computing":[1],"infrastructure":[2],"is":[3,34,75],"designed":[4],"to":[5,19,30,36,60,112,144,207,237],"deploy":[6],"and":[7,38,90,156,200,209,218,242],"assess":[8],"service-oriented":[9],"applications,":[10],"primarily":[11],"via":[12],"cloud":[13,23,120],"datacenters.":[14],"These":[15,225],"datacenters":[16],"are":[17],"integral":[18],"energy":[20,26,66,94,247],"utilization":[21],"in":[22,42,159],"environments,":[24],"with":[25],"consumption":[27,41,107,248],"closely":[28],"tied":[29],"resource":[31],"utilization.":[32],"It":[33],"important":[35],"monitor":[37],"predict":[39,92],"power":[40,106,114,148],"these":[43],"datacenters,":[44],"especially":[45],"for":[46,72,116,139,196,221,245],"high-demand":[47],"services.":[48],"Container-based":[49],"virtualization,":[50],"particularly":[51],"using":[52],"Docker":[53,97,117,128,135,161,239],"containers,":[54,129],"has":[55],"gained":[56],"significant":[57],"attention":[58],"due":[59],"its":[61],"lightweight":[62],"nature.":[63],"However,":[64],"predicting":[65,160],"usage":[67,95],"at":[68],"a":[69,76],"fine-grained":[70],"level":[71],"container-based":[73],"applications":[74,133,141],"challenging":[77],"task.":[78],"In":[79],"this":[80],"study,":[81],"we":[82,165,181],"employ":[83],"three":[84],"time":[85,176,233],"series":[86,177,234],"analysis":[87],"algorithms\u2014AR,":[88],"ARIMA,":[89,154],"ETS\u2014to":[91],"the":[93,100,151,186,192,216,222,228],"of":[96,153,230],"containers":[98,118,197],"over":[99],"next":[101],"hour.":[102],"Utilizing":[103],"collected":[104],"time-series":[105],"data,":[108],"our":[109],"study":[110],"contributes":[111],"enhancing":[113],"predictions":[115],"within":[119],"infrastructures.":[121],"Our":[122],"prediction":[123,204],"results":[124],"focus":[125],"on":[126],"four":[127],"each":[130],"running":[131],"multiple":[132],"as":[134],"subprocesses.":[136],"Power":[137],"data":[138],"individual":[140],"was":[142],"aggregated":[143],"determine":[145],"total":[146],"container":[147,162,240],"consumption.":[149],"Comparing":[150],"performance":[152,184],"ETS,":[155],"AR":[157,210,219],"algorithms":[158],"instance":[163],"power,":[164],"found":[166],"varying":[167],"outcomes":[168],"across":[169,174],"containers.":[170],"Through":[171],"assessing":[172],"MAPE":[173,194],"different":[175],"model":[178,214],"window":[179],"lengths,":[180],"identified":[182],"superior":[183],"among":[185],"models.":[187,211],"Specifically,":[188],"ETS":[189,217],"consistently":[190],"demonstrated":[191],"lowest":[193],"values":[195],"like":[198],"\u2019polinx-container\u2019":[199],"\u2019alpines-container\u2019,":[201],"indicating":[202],"higher":[203],"accuracy":[205],"compared":[206],"ARIMA":[208,213],"The":[212],"outperformed":[215],"models":[220,235],"\u2019progrium":[223],"container\u2019.":[224],"findings":[226],"underscore":[227],"necessity":[229],"selecting":[231],"appropriate":[232],"tailored":[236],"specific":[238],"configurations":[241],"workload":[243],"scenarios":[244],"precise":[246],"forecasts.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-30T17:31:21.811387","created_date":"2025-10-10T00:00:00"}
