{"id":"https://openalex.org/W7169591725","doi":"https://doi.org/10.1007/978-3-032-19981-2_18","title":"Enhancing Fog Computing Performance Through Machine Learning-Based Resource Prediction: A Practical Evaluation and\u00a0Comparison","display_name":"Enhancing Fog Computing Performance Through Machine Learning-Based Resource Prediction: A Practical Evaluation and\u00a0Comparison","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7169591725","doi":"https://doi.org/10.1007/978-3-032-19981-2_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-19981-2_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-19981-2_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5053245403","display_name":"Artem Volkov","orcid":"https://orcid.org/0009-0002-4296-1822"},"institutions":[{"id":"https://openalex.org/I204490831","display_name":"National Research University of Electronic Technology","ror":"https://ror.org/02hf6mx60","country_code":"RU","type":"education","lineage":["https://openalex.org/I204490831"]},{"id":"https://openalex.org/I37355250","display_name":"Saint-Petersburg State University of Telecommunications","ror":"https://ror.org/00pcyc255","country_code":"RU","type":"education","lineage":["https://openalex.org/I37355250"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Artem Volkov","raw_affiliation_strings":["The Bonch-Bruevich Saint-Petersburg State University of Telecommunications, Saint Petersburg, Russia","The M.I. Krivosheev National Research Centre for Telecommunication (NTRC), Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Bonch-Bruevich Saint-Petersburg State University of Telecommunications, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I37355250"]},{"raw_affiliation_string":"The M.I. Krivosheev National Research Centre for Telecommunication (NTRC), Moscow, Russia","institution_ids":["https://openalex.org/I204490831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036779141","display_name":"Pavel Kukushkin","orcid":null},"institutions":[{"id":"https://openalex.org/I37355250","display_name":"Saint-Petersburg State University of Telecommunications","ror":"https://ror.org/00pcyc255","country_code":"RU","type":"education","lineage":["https://openalex.org/I37355250"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Pavel Kukushkin","raw_affiliation_strings":["The Bonch-Bruevich Saint-Petersburg State University of Telecommunications, Saint Petersburg, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Bonch-Bruevich Saint-Petersburg State University of Telecommunications, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I37355250"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024357714","display_name":"Ammar Muthanna","orcid":"https://orcid.org/0000-0003-0213-8145"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ammar Muthanna","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016659325","display_name":"Arseny Plossky","orcid":null},"institutions":[{"id":"https://openalex.org/I204490831","display_name":"National Research University of Electronic Technology","ror":"https://ror.org/02hf6mx60","country_code":"RU","type":"education","lineage":["https://openalex.org/I204490831"]},{"id":"https://openalex.org/I37355250","display_name":"Saint-Petersburg State University of Telecommunications","ror":"https://ror.org/00pcyc255","country_code":"RU","type":"education","lineage":["https://openalex.org/I37355250"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Arseny Plossky","raw_affiliation_strings":["The Bonch-Bruevich Saint-Petersburg State University of Telecommunications, Saint Petersburg, Russia","The M.I. Krivosheev National Research Centre for Telecommunication (NTRC), Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Bonch-Bruevich Saint-Petersburg State University of Telecommunications, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I37355250"]},{"raw_affiliation_string":"The M.I. Krivosheev National Research Centre for Telecommunication (NTRC), Moscow, Russia","institution_ids":["https://openalex.org/I204490831"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018187110","display_name":"Andrey Koucheryavy","orcid":"https://orcid.org/0000-0003-4479-2479"},"institutions":[{"id":"https://openalex.org/I204490831","display_name":"National Research University of Electronic Technology","ror":"https://ror.org/02hf6mx60","country_code":"RU","type":"education","lineage":["https://openalex.org/I204490831"]},{"id":"https://openalex.org/I37355250","display_name":"Saint-Petersburg State University of Telecommunications","ror":"https://ror.org/00pcyc255","country_code":"RU","type":"education","lineage":["https://openalex.org/I37355250"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Andrey Koucheryavy","raw_affiliation_strings":["The Bonch-Bruevich Saint-Petersburg State University of Telecommunications, Saint Petersburg, Russia","The M.I. Krivosheev National Research Centre for Telecommunication (NTRC), Moscow, Russia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Bonch-Bruevich Saint-Petersburg State University of Telecommunications, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I37355250"]},{"raw_affiliation_string":"The M.I. Krivosheev National Research Centre for Telecommunication (NTRC), Moscow, Russia","institution_ids":["https://openalex.org/I204490831"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084066202","display_name":"Mahmood Al-Bahri","orcid":"https://orcid.org/0000-0002-0176-0680"},"institutions":[{"id":"https://openalex.org/I45998257","display_name":"Sohar University","ror":"https://ror.org/02ftvf862","country_code":"OM","type":"education","lineage":["https://openalex.org/I45998257"]}],"countries":["OM"],"is_corresponding":false,"raw_author_name":"Mahmood Al-Bahri","raw_affiliation_strings":["Sohar University, Sohar, Oman"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sohar University, Sohar, Oman","institution_ids":["https://openalex.org/I45998257"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5024357714"],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"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":"215","last_page":"222"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/fog-computing","display_name":"Fog computing","score":0.5680000185966492},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5436000227928162},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3402000069618225},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.30799999833106995},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.27619999647140503}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8522999882698059},{"id":"https://openalex.org/C2986652147","wikidata":"https://www.wikidata.org/wiki/Q21809931","display_name":"Fog computing","level":3,"score":0.5680000185966492},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5436000227928162},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4099999964237213},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3402000069618225},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3174000084400177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31049999594688416},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.30799999833106995},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2964000105857849},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.28679999709129333},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C65440619","wikidata":"https://www.wikidata.org/wiki/Q177974","display_name":"Atmosphere (unit)","level":2,"score":0.2700999975204468},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2621000111103058},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-19981-2_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-19981-2_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2894001169","https://openalex.org/W2917484967","https://openalex.org/W2953990265","https://openalex.org/W4286255631","https://openalex.org/W4361006849","https://openalex.org/W4385237531","https://openalex.org/W4399752630","https://openalex.org/W4408066197"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-19T05:54:51.957546","created_date":"2026-07-18T00:00:00"}