{"id":"https://openalex.org/W4402814770","doi":"https://doi.org/10.3390/fi16100349","title":"Context-Driven Service Deployment Using Likelihood-Based Approach for Internet of Things Scenarios","display_name":"Context-Driven Service Deployment Using Likelihood-Based Approach for Internet of Things Scenarios","publication_year":2024,"publication_date":"2024-09-25","ids":{"openalex":"https://openalex.org/W4402814770","doi":"https://doi.org/10.3390/fi16100349"},"language":"en","primary_location":{"id":"doi:10.3390/fi16100349","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16100349","pdf_url":"https://www.mdpi.com/1999-5903/16/10/349/pdf?version=1727240986","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1999-5903/16/10/349/pdf?version=1727240986","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011951021","display_name":"Nandan Banerji","orcid":"https://orcid.org/0000-0002-0698-0404"},"institutions":[{"id":"https://openalex.org/I81433678","display_name":"Sikkim Manipal University","ror":"https://ror.org/010gckf65","country_code":"IN","type":"education","lineage":["https://openalex.org/I81433678"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nandan Banerji","raw_affiliation_strings":["Department of Computer Science and Engineering, Sikkim Manipal Institute of Technology, Sikkim Manipal University, Majitar 737136, India"],"raw_orcid":"https://orcid.org/0000-0002-0698-0404","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Sikkim Manipal Institute of Technology, Sikkim Manipal University, Majitar 737136, India","institution_ids":["https://openalex.org/I81433678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040077267","display_name":"Chayan Paul","orcid":"https://orcid.org/0000-0002-7004-7547"},"institutions":[{"id":"https://openalex.org/I34034455","display_name":"Ramakrishna Mission Vivekananda Educational and Research Institute","ror":"https://ror.org/03kp2qt98","country_code":"IN","type":"education","lineage":["https://openalex.org/I34034455"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Chayan Paul","raw_affiliation_strings":["Department of Computer Science and Engineering, Swami Vivekananda University, Kolkata 700121, India"],"raw_orcid":"https://orcid.org/0000-0002-7004-7547","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Swami Vivekananda University, Kolkata 700121, India","institution_ids":["https://openalex.org/I34034455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025287576","display_name":"Bikash Debnath","orcid":"https://orcid.org/0000-0002-5339-2293"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Bikash Debnath","raw_affiliation_strings":["Amity Institute of Information Technology, Amity University, Kolkata 700135, India"],"raw_orcid":"https://orcid.org/0000-0002-5339-2293","affiliations":[{"raw_affiliation_string":"Amity Institute of Information Technology, Amity University, Kolkata 700135, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030233246","display_name":"Biplab Das","orcid":"https://orcid.org/0000-0001-7099-2517"},"institutions":[{"id":"https://openalex.org/I4400573289","display_name":"St. Xavier's University Kolkata","ror":"https://ror.org/008kngs41","country_code":null,"type":"education","lineage":["https://openalex.org/I4400573289"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Biplab Das","raw_affiliation_strings":["Department of Commerce and Management, St. Xaviers University, Kolkata 700160, India"],"raw_orcid":"https://orcid.org/0000-0001-7099-2517","affiliations":[{"raw_affiliation_string":"Department of Commerce and Management, St. Xaviers University, Kolkata 700160, India","institution_ids":["https://openalex.org/I4400573289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083084896","display_name":"Gurpreet Singh Chhabra","orcid":"https://orcid.org/0000-0002-3905-7974"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gurpreet Singh Chhabra","raw_affiliation_strings":["Department of Computer Science and Engineering, Gandhi Institute of Technology and Management (Deemed to be University), Visakhapatnam 530045, India"],"raw_orcid":"https://orcid.org/0000-0002-3905-7974","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Gandhi Institute of Technology and Management (Deemed to be University), Visakhapatnam 530045, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091045705","display_name":"Bhabendu Kumar Mohanta","orcid":"https://orcid.org/0000-0002-9340-3073"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Bhabendu Kumar Mohanta","raw_affiliation_strings":["College of Information Technology, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-9340-3073","affiliations":[{"raw_affiliation_string":"College of Information Technology, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062247805","display_name":"Ali Ismail Awad","orcid":"https://orcid.org/0000-0002-3800-0757"},"institutions":[{"id":"https://openalex.org/I201726411","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862","country_code":"AE","type":"education","lineage":["https://openalex.org/I201726411"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Ali Ismail Awad","raw_affiliation_strings":["Big Data Analytics Center, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates","College of Information Technology, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates"],"raw_orcid":"https://orcid.org/0000-0002-3800-0757","affiliations":[{"raw_affiliation_string":"Big Data Analytics Center, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]},{"raw_affiliation_string":"College of Information Technology, United Arab Emirates University, Al Ain P.O. Box 15551, United Arab Emirates","institution_ids":["https://openalex.org/I201726411"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025287576","https://openalex.org/A5091045705"],"corresponding_institution_ids":["https://openalex.org/I201726411"],"apc_list":{"value":1600,"currency":"CHF","value_usd":1819},"apc_paid":{"value":1600,"currency":"CHF","value_usd":1819},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14512874,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"10","first_page":"349","last_page":"349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9997000098228455,"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":0.9997000098228455,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9923999905586243,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9897000193595886,"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":0.9049749374389648},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7744959592819214},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6202422380447388},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5098923444747925},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4839799404144287},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.47256678342819214},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.38316333293914795},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3723912835121155},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3446713089942932},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3380737006664276},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.19742590188980103}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9049749374389648},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7744959592819214},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6202422380447388},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5098923444747925},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4839799404144287},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.47256678342819214},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38316333293914795},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3723912835121155},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3446713089942932},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3380737006664276},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.19742590188980103},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/fi16100349","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16100349","pdf_url":"https://www.mdpi.com/1999-5903/16/10/349/pdf?version=1727240986","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:gam:jftint:v:16:y:2024:i:10:p:349-:d:1484985","is_oa":false,"landing_page_url":"https://www.mdpi.com/1999-5903/16/10/349/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:4eaf855f893f493a84ebbfe3d17616cf","is_oa":true,"landing_page_url":"https://doaj.org/article/4eaf855f893f493a84ebbfe3d17616cf","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":"Future Internet, Vol 16, Iss 10, p 349 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/fi16100349","is_oa":true,"landing_page_url":"https://doi.org/10.3390/fi16100349","pdf_url":"https://www.mdpi.com/1999-5903/16/10/349/pdf?version=1727240986","source":{"id":"https://openalex.org/S34838331","display_name":"Future Internet","issn_l":"1999-5903","issn":["1999-5903"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Internet","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4050135035","display_name":null,"funder_award_id":"12R141","funder_id":"https://openalex.org/F4320323593","funder_display_name":"United Arab Emirates University"},{"id":"https://openalex.org/G502827591","display_name":null,"funder_award_id":"12R141","funder_id":"https://openalex.org/F4320325295","funder_display_name":"Zayed University"}],"funders":[{"id":"https://openalex.org/F4320323593","display_name":"United Arab Emirates University","ror":"https://ror.org/01km6p862"},{"id":"https://openalex.org/F4320325295","display_name":"Zayed University","ror":"https://ror.org/03snqfa66"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402814770.pdf","grobid_xml":"https://content.openalex.org/works/W4402814770.grobid-xml"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W176287208","https://openalex.org/W1973711420","https://openalex.org/W2020357241","https://openalex.org/W2025106159","https://openalex.org/W2042868055","https://openalex.org/W2046069485","https://openalex.org/W2056635176","https://openalex.org/W2057751865","https://openalex.org/W2068849277","https://openalex.org/W2072641892","https://openalex.org/W2104442058","https://openalex.org/W2118428193","https://openalex.org/W2123770198","https://openalex.org/W2125957038","https://openalex.org/W2134295053","https://openalex.org/W2138520178","https://openalex.org/W2167296824","https://openalex.org/W2313273281","https://openalex.org/W2742195459","https://openalex.org/W2753246816","https://openalex.org/W2754780257","https://openalex.org/W2896915209","https://openalex.org/W2958177249","https://openalex.org/W2959684182","https://openalex.org/W3020815385","https://openalex.org/W3137557784","https://openalex.org/W3165843660","https://openalex.org/W3212049189","https://openalex.org/W4200164693","https://openalex.org/W4206375275","https://openalex.org/W4213023558","https://openalex.org/W4214489974","https://openalex.org/W4285225730","https://openalex.org/W4297499156","https://openalex.org/W4306958875","https://openalex.org/W4311210100","https://openalex.org/W4313680298","https://openalex.org/W4317436999","https://openalex.org/W4319040873","https://openalex.org/W6657934241","https://openalex.org/W6848269521"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"In":[0,161],"a":[1,179],"context-aware":[2],"Internet":[3],"of":[4,11,26,43,51,119,129,150,153],"Things":[5],"(IoT)":[6],"environment,":[7],"the":[8,37,41,48,71,94,112,117,134,138,148,151,162,165,169,175,210,222],"functional":[9],"contexts":[10,38],"devices":[12],"and":[13,122,137,200,219],"users":[14,57],"will":[15,31,58,99],"change":[16,141],"over":[17,88,142,193],"time":[18,218],"depending":[19],"on":[20,78,93,184],"their":[21,63],"service":[22,64,176,181,186,216],"consumption.":[23],"Each":[24],"iteration":[25],"an":[27],"IoT":[28,54,226],"middleware":[29],"algorithm":[30],"also":[32,145],"encounter":[33],"changes":[34,81],"occurring":[35],"in":[36,62,74,111,125,157,173,224],"due":[39,84],"to":[40,85,115,214],"joining/leaving":[42],"new/old":[44],"members;":[45],"this":[46,75,130,144],"is":[47,91,109,171],"inherent":[49],"nature":[50],"ad":[52],"hoc":[53],"scenarios.":[55,227],"Individual":[56],"have":[59],"notable":[60],"preferences":[61],"consumption":[65,97,159],"patterns;":[66],"by":[67],"leveraging":[68],"these":[69,80,120],"patterns,":[70],"approach":[72,114,211],"presented":[73],"article":[76],"focuses":[77],"how":[79,133],"impact":[82,118],"performance":[83,140,223],"functional-context":[86],"switching":[87],"time.":[89],"This":[90],"based":[92,183],"idea":[95],"that":[96,209],"patterns":[98],"exhibit":[100],"certain":[101,154],"time-variant":[102,155],"correlations.":[103],"The":[104,127],"maximum":[105],"likelihood":[106],"estimation":[107],"(MLE)":[108],"used":[110,172],"proposed":[113,163],"capture":[116],"correlations":[121,156],"study":[123,131],"them":[124],"depth.":[126],"results":[128],"reveal":[132],"correlation":[135],"probabilities":[136],"system":[139],"time;":[143],"aids":[146],"with":[147],"construction":[149],"boundaries":[152],"users\u2019":[158,185],"patterns.":[160],"approach,":[164],"information":[166,177],"gleaned":[167],"from":[168],"MLE":[170],"arranging":[174],"within":[178],"distributed":[180],"registry":[182],"usage":[187],"preferences.":[188],"Practical":[189],"simulations":[190],"were":[191],"conducted":[192],"small":[194],"(100":[195],"nodes),":[196,199],"medium":[197],"(1000":[198],"relatively":[201],"larger":[202],"(10,000":[203],"nodes)":[204],"networks.":[205],"It":[206],"was":[207],"found":[208],"described":[212],"helps":[213],"reduce":[215],"discovery":[217],"can":[220],"improve":[221],"service-oriented":[225]},"counts_by_year":[],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}