{"id":"https://openalex.org/W3021735597","doi":"https://doi.org/10.1145/3378447","title":"A Cost-Efficient Container Orchestration Strategy in Kubernetes-Based Cloud Computing Infrastructures with Heterogeneous Resources","display_name":"A Cost-Efficient Container Orchestration Strategy in Kubernetes-Based Cloud Computing Infrastructures with Heterogeneous Resources","publication_year":2020,"publication_date":"2020-04-17","ids":{"openalex":"https://openalex.org/W3021735597","doi":"https://doi.org/10.1145/3378447","mag":"3021735597"},"language":"en","primary_location":{"id":"doi:10.1145/3378447","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3378447","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet Technology","raw_type":"journal-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/A5102964896","display_name":"Zhiheng Zhong","orcid":"https://orcid.org/0000-0001-6361-696X"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Zhiheng Zhong","raw_affiliation_strings":["University of Melbourne, Melbourne, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"University of Melbourne, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I165779595"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014716105","display_name":"Rajkumar Buyya","orcid":"https://orcid.org/0000-0001-9754-6496"},"institutions":[{"id":"https://openalex.org/I165779595","display_name":"The University of Melbourne","ror":"https://ror.org/01ej9dk98","country_code":"AU","type":"education","lineage":["https://openalex.org/I165779595"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rajkumar Buyya","raw_affiliation_strings":["University of Melbourne, Melbourne, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"University of Melbourne, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I165779595"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102964896"],"corresponding_institution_ids":["https://openalex.org/I165779595"],"apc_list":null,"apc_paid":null,"fwci":19.4752,"has_fulltext":false,"cited_by_count":138,"citation_normalized_percentile":{"value":0.99298398,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"20","issue":"2","first_page":"1","last_page":"24"},"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9986000061035156,"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":0.9970999956130981,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8616695404052734},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7290995121002197},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6347825527191162},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.6117867827415466},{"id":"https://openalex.org/keywords/container","display_name":"Container (type theory)","score":0.5465795397758484},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.5452341437339783},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.5256991386413574},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.45996078848838806},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.43768829107284546},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.41877931356430054},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4181821942329407},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.22899040579795837},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21598100662231445}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8616695404052734},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7290995121002197},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6347825527191162},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.6117867827415466},{"id":"https://openalex.org/C2781018962","wikidata":"https://www.wikidata.org/wiki/Q5164884","display_name":"Container (type theory)","level":2,"score":0.5465795397758484},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.5452341437339783},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.5256991386413574},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.45996078848838806},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.43768829107284546},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.41877931356430054},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4181821942329407},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.22899040579795837},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21598100662231445},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3378447","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3378447","pdf_url":null,"source":{"id":"https://openalex.org/S97833917","display_name":"ACM Transactions on Internet Technology","issn_l":"1533-5399","issn":["1533-5399","1557-6051"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Internet Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W84087722","https://openalex.org/W128598158","https://openalex.org/W1625471040","https://openalex.org/W2011949460","https://openalex.org/W2023953679","https://openalex.org/W2087946700","https://openalex.org/W2128548442","https://openalex.org/W2289698129","https://openalex.org/W2480347628","https://openalex.org/W2556556320","https://openalex.org/W2561675875","https://openalex.org/W2612913035","https://openalex.org/W2760076244","https://openalex.org/W2767988112","https://openalex.org/W2768131349","https://openalex.org/W2794282860","https://openalex.org/W2795361658","https://openalex.org/W2801919239","https://openalex.org/W2810048489","https://openalex.org/W2884562830","https://openalex.org/W2888704015","https://openalex.org/W2903564324","https://openalex.org/W2910509684","https://openalex.org/W2914189542","https://openalex.org/W2946604396","https://openalex.org/W2963085430","https://openalex.org/W3103780067","https://openalex.org/W4242509916","https://openalex.org/W4252054031","https://openalex.org/W4404343279"],"related_works":["https://openalex.org/W3110339796","https://openalex.org/W3135939249","https://openalex.org/W4376624698","https://openalex.org/W2610543177","https://openalex.org/W4288639410","https://openalex.org/W4288639263","https://openalex.org/W4288639245","https://openalex.org/W2897681223","https://openalex.org/W2534224494","https://openalex.org/W2102496746"],"abstract_inverted_index":{"Containers,":[0],"as":[1,34],"a":[2,76,103,165],"lightweight":[3],"application":[4,44],"virtualization":[5],"technology,":[6],"have":[7],"recently":[8],"gained":[9],"immense":[10],"popularity":[11],"in":[12,88,190],"mainstream":[13],"cluster":[14,150],"management":[15,86],"systems":[16,26,60],"like":[17],"Google":[18],"Borg":[19],"and":[20,39,53,116,177,194],"Kubernetes.":[21],"Prevalently":[22],"adopted":[23],"by":[24,143,215],"these":[25,59],"for":[27,95,108,174,219],"task":[28,105,144,184],"deployments":[29],"of":[30,58,75,98,138,192,222],"diverse":[31],"workloads":[32],"such":[33],"big":[35],"data,":[36],"web":[37],"services,":[38],"IoT,":[40],"they":[41],"support":[42,129],"agile":[43],"deployment,":[45],"environmental":[46],"consistency,":[47],"OS":[48],"distribution":[49],"portability,":[50],"application-centric":[51],"management,":[52],"resource":[54,85,113],"isolation.":[55],"Although":[56],"most":[57],"are":[61,69],"mature":[62],"with":[63,120],"advanced":[64],"features,":[65],"their":[66],"optimization":[67,115],"strategies":[68,87],"still":[70],"tailored":[71],"to":[72,90,128,133,153,168,217,228],"the":[73,91,135,155,179,197,207,212,229],"assumption":[74],"static":[77],"cluster.":[78],"Elastic":[79],"compute":[80],"resources":[81,142],"would":[82],"enable":[83],"heterogeneous":[84,104,130],"response":[89],"dynamic":[92],"business":[93],"volume":[94],"various":[96],"types":[97,221],"workloads.":[99],"Hence,":[100],"we":[101],"propose":[102],"allocation":[106],"strategy":[107,209],"cost-efficient":[109],"container":[110],"orchestration":[111],"through":[112,158],"utilization":[114],"elastic":[117],"instance":[118],"pricing":[119],"three":[121],"main":[122],"features.":[123],"The":[124,146,161],"first":[125],"one":[126,148,163],"is":[127,149,164],"job":[131],"configurations":[132],"optimize":[134],"initial":[136],"placement":[137],"containers":[139],"into":[140],"existing":[141],"packing.":[145],"second":[147],"size":[151],"adjustment":[152],"meet":[154],"changing":[156],"workload":[157,224],"autoscaling":[159],"algorithms.":[160],"third":[162],"rescheduling":[166],"mechanism":[167],"shut":[169],"down":[170],"underutilized":[171],"VM":[172],"instances":[173],"cost":[175,193,214],"saving":[176],"reallocate":[178],"relevant":[180],"jobs":[181],"without":[182],"losing":[183],"progress.":[185],"We":[186],"evaluate":[187],"our":[188],"approach":[189],"terms":[191],"performance":[195],"on":[196],"Australian":[198],"National":[199],"Cloud":[200],"Infrastructure":[201],"(Nectar).":[202],"Our":[203],"experiments":[204],"demonstrate":[205],"that":[206],"proposed":[208],"could":[210],"reduce":[211],"overall":[213],"23%":[216],"32%":[218],"different":[220],"cloud":[223],"patterns":[225],"when":[226],"compared":[227],"default":[230],"Kubernetes":[231],"framework.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":29},{"year":2024,"cited_by_count":33},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":26},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}
