{"id":"https://openalex.org/W2917459529","doi":"https://doi.org/10.1109/glocom.2018.8647381","title":"Performance Evaluation of IoT Middleware through Multicriteria Decision-Making","display_name":"Performance Evaluation of IoT Middleware through Multicriteria Decision-Making","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2917459529","doi":"https://doi.org/10.1109/glocom.2018.8647381","mag":"2917459529"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2018.8647381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2018.8647381","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Communications Conference (GLOBECOM)","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/A5040084025","display_name":"Mauro A. A. da Cruz","orcid":"https://orcid.org/0000-0002-9708-4997"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mauro A.A. Da Cruz","raw_affiliation_strings":["Instituto Superior de Tecnologias de Informa\u00e7\u00e3o e Comunica\u00e7\u00e3o (ISUTIC), Angola"],"affiliations":[{"raw_affiliation_string":"Instituto Superior de Tecnologias de Informa\u00e7\u00e3o e Comunica\u00e7\u00e3o (ISUTIC), Angola","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018132628","display_name":"Guilherme Marcondes","orcid":"https://orcid.org/0000-0001-8062-4347"},"institutions":[{"id":"https://openalex.org/I71346753","display_name":"National Institute of Telecommunications","ror":"https://ror.org/0378w3a30","country_code":"BR","type":"facility","lineage":["https://openalex.org/I71346753"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Guilherme A.B. Marcondes","raw_affiliation_strings":["National Institute of Telecommunications (INATEL), Santa Rita do Sapuca\u00ed-MG, Brazil"],"affiliations":[{"raw_affiliation_string":"National Institute of Telecommunications (INATEL), Santa Rita do Sapuca\u00ed-MG, Brazil","institution_ids":["https://openalex.org/I71346753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076776322","display_name":"Joel J. P. C. Rodrigues","orcid":"https://orcid.org/0000-0001-8657-3800"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joel J. P. C. Rodrigues","raw_affiliation_strings":["Instituto de Telecomunica\u00e7\u00f5es, Portugal"],"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunica\u00e7\u00f5es, Portugal","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071383873","display_name":"Pascal Lorenz","orcid":"https://orcid.org/0000-0003-3346-7216"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pascal Lorenz","raw_affiliation_strings":["University of Haute Alsace, Colmar, France"],"affiliations":[{"raw_affiliation_string":"University of Haute Alsace, Colmar, France","institution_ids":["https://openalex.org/I2800745255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014786069","display_name":"Pl\u00e1cido Rog\u00e9rio Pinheiro","orcid":"https://orcid.org/0000-0002-1718-1712"},"institutions":[{"id":"https://openalex.org/I3125581668","display_name":"Universidade de Fortaleza","ror":"https://ror.org/02ynbzc81","country_code":"BR","type":"education","lineage":["https://openalex.org/I3125581668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Placido R. Pinheiro","raw_affiliation_strings":["University of Fortaleza (UNIFOR), Fortaleza, CE, Brazil"],"affiliations":[{"raw_affiliation_string":"University of Fortaleza (UNIFOR), Fortaleza, CE, Brazil","institution_ids":["https://openalex.org/I3125581668"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5040084025"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1951,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.61038712,"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":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9794999957084656,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/middleware","display_name":"Middleware (distributed applications)","score":0.8885461091995239},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.79502272605896},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7561050653457642},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5858170390129089},{"id":"https://openalex.org/keywords/multiple-criteria-decision-analysis","display_name":"Multiple-criteria decision analysis","score":0.5228890776634216},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.5000269412994385},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.46667492389678955},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.43151727318763733},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3682614862918854},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34163698554039},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25564882159233093},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.25499022006988525},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.20729103684425354},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17947602272033691},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0837201476097107}],"concepts":[{"id":"https://openalex.org/C169468491","wikidata":"https://www.wikidata.org/wiki/Q146923","display_name":"Middleware (distributed applications)","level":2,"score":0.8885461091995239},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.79502272605896},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7561050653457642},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5858170390129089},{"id":"https://openalex.org/C11105738","wikidata":"https://www.wikidata.org/wiki/Q1895805","display_name":"Multiple-criteria decision analysis","level":2,"score":0.5228890776634216},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.5000269412994385},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.46667492389678955},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.43151727318763733},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3682614862918854},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34163698554039},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25564882159233093},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.25499022006988525},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.20729103684425354},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17947602272033691},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0837201476097107},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/glocom.2018.8647381","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2018.8647381","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-04154780v1","is_oa":false,"landing_page_url":"https://hal.science/hal-04154780","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2018 IEEE Global Communications Conference (GLOBECOM), Feb 2019, Abu Dhabi, United Arab Emirates. ⟨10.1109/GLOCOM.2018.8647381⟩","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1748537427","https://openalex.org/W2012908264","https://openalex.org/W2128485061","https://openalex.org/W2134295053","https://openalex.org/W2241118198","https://openalex.org/W2266336423","https://openalex.org/W2529113503","https://openalex.org/W2568808500","https://openalex.org/W2586432806","https://openalex.org/W2734495126","https://openalex.org/W2784792583","https://openalex.org/W2793288935"],"related_works":["https://openalex.org/W2804188782","https://openalex.org/W4220704772","https://openalex.org/W2978999882","https://openalex.org/W3035952176","https://openalex.org/W3205037567","https://openalex.org/W4313893761","https://openalex.org/W154089963","https://openalex.org/W2101950038","https://openalex.org/W3196060399","https://openalex.org/W4245926026"],"abstract_inverted_index":{"The":[0,141],"Internet":[1,11],"of":[2,6,38,45,91,105],"Things":[3],"(IoT)":[4],"concept":[5],"connecting":[7],"everything":[8],"to":[9,161],"the":[10,46,50,66,74,79,89,100,157,176,182],"is":[12,18,24,41,55,97],"ambitious":[13],"and":[14,20,26,43,147,173],"disruptive.":[15],"Its":[16],"market":[17],"promising":[19],"data":[21],"centric,":[22],"which":[23,54,133],"stored":[25],"processed":[27],"in":[28,49,73,82,99,137,145,163,181],"a":[29,36,59,62,92,103,119,138,164],"software":[30],"known":[31],"as":[32],"IoT":[33,166],"middleware.":[34],"However,":[35],"plethora":[37],"middleware":[39,107,159],"solutions":[40,108],"available":[42,72,98],"most":[44],"comparisons":[47,69],"presented":[48],"literature":[51,75,101],"are":[52,71,135,153,175],"qualitative,":[53],"insufficient":[56],"when":[57,155],"choosing":[58,156],"solution":[60,81,130],"for":[61],"real":[63],"scenario.":[64,140],"Moreover,":[65],"few":[67],"quantitative":[68,93],"that":[70,96,128,151,178],"can":[76],"only":[77],"determine":[78],"best":[80,129,158],"separated":[83],"given":[84,139,165],"categories.":[85],"This":[86,124],"paper":[87],"complements":[88],"conclusions":[90,114],"comparison":[94,104],"study":[95,125],"through":[102,117],"five":[106,110],"across":[109],"different":[111],"scenarios.":[112],"Such":[113],"were":[115],"possible":[116],"PROMETHEE,":[118],"multicriteria":[120],"decision-making":[121],"method":[122],"(MCDM).":[123],"also":[126],"confirms":[127],"depends":[131],"on":[132],"criteria":[134],"prioritized":[136],"outcome":[142],"was":[143,149],"analyzed":[144],"detail":[146],"it":[148],"concluded":[150],"MCDMs":[152],"useful":[154],"platform":[160],"deploy":[162],"solution.":[167],"Orion":[168],"(a":[169],"Fiware":[170],"project),":[171],"InatelPlat,":[172],"Sitewhere":[174],"platforms":[177],"performed":[179],"better":[180],"study.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}