{"id":"https://openalex.org/W3208197833","doi":null,"title":"Decentralized Location-aware Orchestration of Containerized Microservice Applications : Enabling Distributed Intelligence at the Edge","display_name":"Decentralized Location-aware Orchestration of Containerized Microservice Applications : Enabling Distributed Intelligence at the Edge","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3208197833","mag":"3208197833"},"language":"en","primary_location":{"id":"pmh:oai:DiVA.org:ltu-79135","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-79135","pdf_url":null,"source":{"id":"https://openalex.org/S4306400653","display_name":"Diva portal (Dalarna University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/doctoralThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-79135","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088882422","display_name":"Lara Lorna Jim\u00e9nez","orcid":"https://orcid.org/0000-0002-3437-4540","observed_orcids":["https://orcid.org/0000-0002-3437-4540"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Lara Lorna Jim\u00e9nez","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-3437-4540","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5088882422"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.7900000214576721,"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":0.7900000214576721,"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":0.1639000028371811,"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":0.010999999940395355,"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/edge-computing","display_name":"edge computing","score":0.9169999957084656},{"id":"https://openalex.org/keywords/containerized-microservices","display_name":"containerized microservices","score":0.9049999713897705},{"id":"https://openalex.org/keywords/container-monitoring","display_name":"container monitoring","score":0.6200000047683716},{"id":"https://openalex.org/keywords/energy-efficiency","display_name":"energy efficiency","score":0.6589999794960022},{"id":"https://openalex.org/keywords/network-congestion","display_name":"network congestion","score":0.8479999899864197},{"id":"https://openalex.org/keywords/latency-reduction","display_name":"latency reduction","score":0.6029999852180481},{"id":"https://openalex.org/keywords/machine-learning-on-edge-devices","display_name":"machine learning on edge devices","score":0.6190000176429749},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7110000252723694},{"id":"https://openalex.org/keywords/fog-computing","display_name":"fog computing","score":0.5509999990463257},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"quality of service","score":0.4729999899864197},{"id":"https://openalex.org/keywords/microcontroller","display_name":"microcontroller","score":0.527999997138977},{"id":"https://openalex.org/keywords/real-time-forecasting","display_name":"real-time prediction","score":0.5040000081062317}],"concepts":[{"id":"https://openalex.org/C199168358","wikidata":"https://www.wikidata.org/wiki/Q3367000","display_name":"Orchestration","level":3,"score":0.8686449527740479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5682193040847778},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5491150617599487},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5202504396438599},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.39130714535713196},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.35080984234809875},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34843963384628296},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3235166072845459},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.32030391693115234},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.19366273283958435},{"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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:DiVA.org:ltu-79135","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-79135","pdf_url":null,"source":{"id":"https://openalex.org/S4306400653","display_name":"Diva portal (Dalarna University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"mag:3208197833","doi":null,"is_oa":false,"landing_page_url":"http://www.diva-portal.org/smash/record.jsf?pid=diva2:1435575","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:DiVA.org:ltu-79135","doi":null,"is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:ltu:diva-79135","pdf_url":null,"source":{"id":"https://openalex.org/S4306400653","display_name":"Diva portal (Dalarna University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/doctoralThesis"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.7207000255584717}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1518139028","https://openalex.org/W1570448133","https://openalex.org/W1586217237","https://openalex.org/W2036257958","https://openalex.org/W2070862086","https://openalex.org/W2081970804","https://openalex.org/W2090839102","https://openalex.org/W2112796928","https://openalex.org/W2162741763","https://openalex.org/W2166734522","https://openalex.org/W2547565694","https://openalex.org/W2554538030","https://openalex.org/W2557195412","https://openalex.org/W2624514417"],"related_works":["https://openalex.org/W3107187723","https://openalex.org/W7110518955","https://openalex.org/W4413179133","https://openalex.org/W6893035693","https://openalex.org/W4416078334","https://openalex.org/W7151581267","https://openalex.org/W3013186866","https://openalex.org/W7134537582","https://openalex.org/W3186065000","https://openalex.org/W4386025611"],"abstract_inverted_index":{"Services":[0,44],"that":[1,126,174,263,289,401],"operate":[2,264],"on":[3,36,84,218,326],"public,":[4],"private,":[5],"or":[6,18,57,188,380,390,406,460,501],"hybrid":[7],"clouds,":[8,186],"should":[9],"always":[10],"be":[11],"available":[12],"and":[13,28,41,66,70,100,114,131,142,211,222,227,234,254,260,307,320,334,347,373,427,430,443,472],"reachable":[14],"to":[15,33,91,97,150,166,181,257,283,292,301,303,308,342,361,374,419,486],"their":[16],"end-users":[17],"clients.":[19],"However,":[20],"a":[21,77,157,170,177,189,219,225,235,251,287,445,452,461,492],"shift":[22],"in":[23,122,208,286,313,422,491],"the":[24,89,92,95,136,167,201,209,213,247,272,278,281,284,293,321,327,363,366,482],"demand":[25,168],"for":[26,47,76,109,128,169,204,231,239,351,365,440,455],"current":[27],"future":[29],"services":[30,183],"has":[31,105],"led":[32],"new":[34,78,107],"requirements":[35],"network":[37,96,144],"infrastructure,":[38],"service":[39,152],"orchestration,":[40],"Quality-of-Service":[42],"(QoS).":[43],"related":[45,165,341],"to,":[46],"example,":[48],"online-gaming,":[49],"video-streaming,":[50],"smart":[51,53],"cities,":[52],"homes,":[54],"connected":[55],"cars,":[56],"other":[58],"Internet-of-Things":[59],"(IoT)":[60],"powered":[61],"use":[62],"cases":[63],"are":[64,383,402,436,451],"data-intensive":[65,352],"often":[67],"have":[68,74,444],"real-time":[69,345],"locality":[71],"requirements.":[72],"These":[73],"pushed":[75],"computing":[79],"paradigm,":[80],"Edge":[81],"computing,":[82],"based":[83],"moving":[85],"some":[86,276],"intelligence":[87,279],"from":[88,280],"cloud":[90,110,210,282],"edge":[93,381],"of":[94,139,191,224,249,274,277,323,368,463,479,481,495],"minimize":[98],"latency":[99],"data":[101,148,349,369],"transfer.":[102],"This":[103,117],"situation":[104],"set":[106],"challenges":[108],"providers,":[111],"telecommunications":[112],"operators,":[113],"content":[115],"providers.":[116],"thesis":[118],"addresses":[119],"two":[120],"issues":[121,134],"this":[123,298],"problem":[124],"area":[125],"call":[127],"distinct":[129],"approaches":[130],"solutions.":[132],"Both":[133],"share":[135],"common":[137],"objectives":[138],"improving":[140],"energy-efficiency":[141],"mitigating":[143],"congestion":[145],"by":[146,354,370],"minimizing":[147,348],"transfer":[149,350],"boost":[151],"performance,":[153],"particularly":[154],"concerning":[155],"latency,":[156],"prevalent":[158],"QoS":[159],"metric.":[160],"The":[161,215,242,295,315,337,433],"first":[162],"issue":[163,339],"is":[164,290,340],"highly":[171],"scalable":[172,226,236],"orchestrator":[173,196,230,244],"can":[175],"manage":[176,261],"geographically":[178,252],"distributed":[179],"infrastructure":[180,206,256],"deploy":[182,259,309],"efficiently":[184,258,420],"at":[185,212,359],"edges,":[187],"combination":[190,462],"these.":[192],"We":[193],"present":[194],"an":[195,487],"using":[197],"process":[198],"containers":[199],"as":[200,387,466],"virtualization":[202],"technology":[203],"efficient":[205],"deployment":[207,329],"edge.":[214],"work":[216],"focuses":[217],"Proof-of-Concept":[220],"design":[221],"analysis":[223],"resilient":[228],"decentralized":[229],"containerized":[232,240],"applications,":[233],"monitoring":[237],"solution":[238],"processes.":[241],"proposed":[243,435],"deals":[245],"with":[246,458],"complexity":[248],"managing":[250],"dispersed":[253],"heterogeneous":[255],"applications":[262,312],"across":[265],"different":[266],"geographical":[267],"locations":[268],"\u2014":[269],"thus":[270],"facilitating":[271],"pursuit":[273],"bringing":[275],"edge,":[285],"way":[288],"transparent":[291],"applications.":[294],"results":[296],"show":[297],"orchestrator\u2019s":[299,328],"ability":[300],"scale":[302],"20":[304],"000":[305,311],"nodes":[306],"30":[310],"parallel.":[314],"resource":[316,428],"search":[317],"algorithm":[318],"employed":[319],"impact":[322],"location":[324],"awareness":[325],"capabilities":[330],"were":[331],"also":[332],"analyzed":[333],"deemed":[335],"favorable.":[336],"second":[338],"enabling":[343],"fast":[344],"predictions":[346],"scenarios":[353],"deploying":[355],"machine":[356,398,416],"learning":[357,399,417],"models":[358],"devices":[360,382,394],"decrease":[362,375],"need":[364],"processing":[367],"upper":[371],"tiers":[372],"prediction":[376],"latency.":[377,476],"Many":[378],"IoT":[379],"typically":[384],"resource-scarce,":[385],"such":[386],"FPGAs,":[388],"ASICs,":[389],"low-level":[391],"microcontrollers.":[392],"Limited":[393],"make":[395],"running":[396],"well-known":[397],"algorithms":[400,418],"either":[403],"too":[404,407],"complex":[405],"resource-consuming":[408],"unfeasible.":[409],"Consequently,":[410],"we":[411],"explore":[412],"developing":[413],"innovative":[414],"supervised":[415],"run":[421],"settings":[423],"demanding":[424],"low":[425],"power":[426],"consumption,":[429],"realtime":[431],"responses.":[432],"classifiers":[434,484],"computationally":[437],"inexpensive,":[438],"suitable":[439],"parallel":[441],"processing,":[442],"small":[446],"memory":[447],"footprint.":[448],"Therefore,":[449],"they":[450,467],"viable":[453],"choice":[454],"pervasive":[456],"systems":[457],"one":[459,480,502],"these":[464],"limitations,":[465],"facilitate":[468],"increasing":[469],"battery":[470],"life":[471],"achieving":[473],"reduced":[474],"predictive":[475,493],"An":[477],"implementation":[478],"developed":[483],"deployed":[485],"off-the-shelf":[488],"FPGA":[489],"resulted":[490],"throughput":[494],"57.1":[496],"million":[497],"classifications":[498],"per":[499],"second,":[500],"classification":[503],"every":[504],"17.485":[505],"ns.":[506]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2021-11-08T00:00:00"}