{"id":"https://openalex.org/W3112810685","doi":"https://doi.org/10.1109/access.2020.3045563","title":"SDN Enhanced Resource Orchestration of Containerized Edge Applications for Industrial IoT","display_name":"SDN Enhanced Resource Orchestration of Containerized Edge Applications for Industrial IoT","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3112810685","doi":"https://doi.org/10.1109/access.2020.3045563","mag":"3112810685"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3045563","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3045563","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09296769.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/ielx7/6287639/6514899/09296769.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004707234","display_name":"Jude Okwuibe","orcid":"https://orcid.org/0000-0002-6684-6928"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Jude Okwuibe","raw_affiliation_strings":["Center for Wireless Communication, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Center for Wireless Communication, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020408213","display_name":"Juuso Haavisto","orcid":"https://orcid.org/0000-0002-1553-7949"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Juuso Haavisto","raw_affiliation_strings":["Center for Ubiquitous Computing, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Center for Ubiquitous Computing, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045566035","display_name":"Erkki Harjula","orcid":"https://orcid.org/0000-0001-5331-209X"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Erkki Harjula","raw_affiliation_strings":["Center for Wireless Communication, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Center for Wireless Communication, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085306778","display_name":"Ijaz Ahmad","orcid":"https://orcid.org/0000-0003-1101-8698"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ijaz Ahmad","raw_affiliation_strings":["VTT Technical Research Center of Finland, Espoo, Finland"],"affiliations":[{"raw_affiliation_string":"VTT Technical Research Center of Finland, Espoo, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059694865","display_name":"Mika Ylianttila","orcid":"https://orcid.org/0000-0002-8079-5514"},"institutions":[{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Mika Ylianttila","raw_affiliation_strings":["Center for Wireless Communication, University of Oulu, Oulu, Finland"],"affiliations":[{"raw_affiliation_string":"Center for Wireless Communication, University of Oulu, Oulu, Finland","institution_ids":["https://openalex.org/I98381234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5004707234"],"corresponding_institution_ids":["https://openalex.org/I98381234"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.547,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.93277338,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"229117","last_page":"229131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":1.0,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9987999796867371,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9919999837875366,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.823620617389679},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.6148179769515991},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5776019096374512},{"id":"https://openalex.org/keywords/orchestration","display_name":"Orchestration","score":0.5093799829483032},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4984748363494873},{"id":"https://openalex.org/keywords/software-defined-networking","display_name":"Software-defined networking","score":0.45899254083633423},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.4211728274822235},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4205421805381775},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.41263556480407715},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4040161669254303},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4029637575149536},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3349384069442749},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.292695015668869},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15864858031272888}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.823620617389679},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.6148179769515991},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5776019096374512},{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.5093799829483032},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4984748363494873},{"id":"https://openalex.org/C77270119","wikidata":"https://www.wikidata.org/wiki/Q1655198","display_name":"Software-defined networking","level":2,"score":0.45899254083633423},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.4211728274822235},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4205421805381775},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.41263556480407715},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4040161669254303},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4029637575149536},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3349384069442749},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.292695015668869},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15864858031272888},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2020.3045563","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3045563","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09296769.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:842542b72be64bbeb2c333327588202a","is_oa":true,"landing_page_url":"https://doaj.org/article/842542b72be64bbeb2c333327588202a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"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 8, Pp 229117-229131 (2020)","raw_type":"article"},{"id":"pmh:oai:oulu.fi:nbnfi-fe202101283010","is_oa":true,"landing_page_url":"http://urn.fi/urn:nbn:fi-fe202101283010","pdf_url":null,"source":{"id":"https://openalex.org/S4306400284","display_name":"University of Oulu Repository (University of Oulu)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98381234","host_organization_name":"University of Oulu","host_organization_lineage":["https://openalex.org/I98381234"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3045563","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3045563","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/09296769.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4230935547","display_name":null,"funder_award_id":"318927","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320322282","display_name":"Jane ja Aatos Erkon S\u00e4\u00e4ti\u00f6","ror":"https://ror.org/03vxy9y38"},{"id":"https://openalex.org/F4320323664","display_name":"Teknologiateollisuuden 100-Vuotisjuhlas\u00e4\u00e4ti\u00f6","ror":"https://ror.org/01654ws56"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3112810685.pdf","grobid_xml":"https://content.openalex.org/works/W3112810685.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W579187563","https://openalex.org/W645982485","https://openalex.org/W1548526707","https://openalex.org/W2001706808","https://openalex.org/W2001996675","https://openalex.org/W2026640816","https://openalex.org/W2035489187","https://openalex.org/W2045371716","https://openalex.org/W2061012176","https://openalex.org/W2083533476","https://openalex.org/W2091333543","https://openalex.org/W2105005926","https://openalex.org/W2111075016","https://openalex.org/W2113606713","https://openalex.org/W2114623221","https://openalex.org/W2117973059","https://openalex.org/W2134939854","https://openalex.org/W2135099885","https://openalex.org/W2144554277","https://openalex.org/W2154010459","https://openalex.org/W2222737249","https://openalex.org/W2245189809","https://openalex.org/W2306447822","https://openalex.org/W2410631898","https://openalex.org/W2472333518","https://openalex.org/W2478910470","https://openalex.org/W2480207798","https://openalex.org/W2550529331","https://openalex.org/W2564810971","https://openalex.org/W2566913480","https://openalex.org/W2567642374","https://openalex.org/W2594728687","https://openalex.org/W2612758540","https://openalex.org/W2615459164","https://openalex.org/W2724732270","https://openalex.org/W2736929602","https://openalex.org/W2773807058","https://openalex.org/W2805385328","https://openalex.org/W2805611890","https://openalex.org/W2806602027","https://openalex.org/W2811266402","https://openalex.org/W2892989257","https://openalex.org/W2894524164","https://openalex.org/W2915585365","https://openalex.org/W2938324396","https://openalex.org/W2952719362","https://openalex.org/W2967432725","https://openalex.org/W2970201418","https://openalex.org/W3103894276","https://openalex.org/W4405552882","https://openalex.org/W6741178003"],"related_works":["https://openalex.org/W79913212","https://openalex.org/W2094884983","https://openalex.org/W2378898096","https://openalex.org/W4310007397","https://openalex.org/W4213154119","https://openalex.org/W2770104838","https://openalex.org/W2890601616","https://openalex.org/W2896418752","https://openalex.org/W4383749321","https://openalex.org/W4383501453"],"abstract_inverted_index":{"With":[0],"the":[1,4,38,59,75,131,186,210,216,228,233,237,243],"rise":[2],"of":[3,7,40,58,160,209,227],"Industrial":[5],"Internet":[6],"Things":[8],"(IIoT),":[9],"there":[10],"is":[11,106,175,179,246],"an":[12,182],"intense":[13],"pressure":[14],"on":[15,21,95,215],"resource":[16,68],"and":[17,32,42,65,84,112,124,133,198],"performance":[18],"optimization":[19],"leveraging":[20,94],"existing":[22],"technologies,":[23],"such":[24,81],"as":[25,82,88],"Software":[26],"Defined":[27],"Networking":[28],"(SDN),":[29],"edge":[30,96,122],"computing,":[31],"container":[33],"orchestration.":[34],"Industry":[35],"4.0":[36],"emphasizes":[37,74],"importance":[39],"lean":[41],"efficient":[43],"operations":[44],"for":[45,67,77,120,141,194],"sustainable":[46],"manufacturing.":[47],"Achieving":[48],"this":[49,127],"goal":[50],"would":[51],"require":[52],"engineers":[53],"to":[54,63,98,108,168],"consider":[55],"all":[56,71],"layers":[57],"system,":[60],"from":[61],"hardware":[62],"software,":[64],"optimizing":[66],"efficiency":[69],"at":[70,155],"levels.":[72],"This":[73],"need":[76],"container-based":[78],"virtualization":[79],"tools":[80],"Docker":[83],"Kubernetes,":[85],"offering":[86],"Platform":[87],"a":[89,110,145,150,165,169],"Service":[90],"(PaaS),":[91],"while":[92,177,232],"simultaneously":[93],"technologies":[97,140],"reduce":[99],"related":[100],"latencies.":[101],"For":[102],"network":[103],"management,":[104],"SDN":[105],"poised":[107],"offer":[109],"cost-effective":[111],"dynamic":[113],"scalability":[114],"solution":[115],"by":[116,181],"customizing":[117],"packet":[118],"handling":[119],"various":[121],"applications":[123],"services.":[125],"In":[126],"paper,":[128],"we":[129,148],"investigate":[130],"energy":[132,195],"latency":[134,234],"trade-offs":[135],"involved":[136],"in":[137],"combining":[138],"these":[139,191],"industrial":[142,161],"applications.":[143],"As":[144],"use":[146],"case,":[147],"emulate":[149],"3D-drone-based":[151],"monitoring":[152,159],"system":[153],"aimed":[154],"providing":[156],"real-time":[157],"visual":[158],"automation.":[162],"We":[163,189],"compare":[164,190],"native":[166],"implementation":[167,171],"containerized":[170],"where":[172],"video":[173],"processing":[174],"orchestrated":[176],"streaming":[178,244],"handled":[180],"external":[183],"UE":[184],"representing":[185],"IIoT":[187],"device.":[188],"two":[192,238],"scenarios":[193],"utilization,":[196],"latency,":[197],"responsiveness.":[199],"Our":[200],"test":[201],"results":[202],"show":[203],"that":[204],"only":[205],"roughly":[206],"16":[207],"percent":[208,226],"total":[211,229],"power":[212,230],"consumption":[213,231],"happens":[214],"mobile":[217],"node":[218],"when":[219],"orchestrated.":[220],"Virtualization":[221],"adds":[222],"up":[223],"about":[224],"4.5":[225],"difference":[235],"between":[236],"approaches":[239],"becomes":[240],"negligible":[241],"after":[242],"session":[245],"initialized.":[247]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2020-12-21T00:00:00"}
