{"id":"https://openalex.org/W2765149431","doi":"https://doi.org/10.1007/978-3-319-70087-8_90","title":"Estimating VNF Resource Requirements Using Machine Learning Techniques","display_name":"Estimating VNF Resource Requirements Using Machine Learning Techniques","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2765149431","doi":"https://doi.org/10.1007/978-3-319-70087-8_90","mag":"2765149431"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-70087-8_90","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-70087-8_90","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":"book-chapter","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/A5040720321","display_name":"Houda Jmila","orcid":"https://orcid.org/0000-0002-4864-5380"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Houda Jmila","raw_affiliation_strings":["SAMOVAR, Telecom SudParis, CNRS, University of Paris-Saclay, 9 rue Charles Fourier, 91011, Evry Cedex, France","Services r\u00e9partis, Architectures, MOd\u00e9lisation, Validation, Administration des R\u00e9seaux","Centre National de la Recherche Scientifique","D\u00e9partement Electronique et Physique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAMOVAR, Telecom SudParis, CNRS, University of Paris-Saclay, 9 rue Charles Fourier, 91011, Evry Cedex, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I205703379","https://openalex.org/I1294671590","https://openalex.org/I4210145102"]},{"raw_affiliation_string":"Services r\u00e9partis, Architectures, MOd\u00e9lisation, Validation, Administration des R\u00e9seaux","institution_ids":[]},{"raw_affiliation_string":"Centre National de la Recherche Scientifique","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"D\u00e9partement Electronique et Physique","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050118866","display_name":"Mohamed Ibn Khedher","orcid":"https://orcid.org/0009-0008-2570-0843"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed Ibn Khedher","raw_affiliation_strings":["SAMOVAR, Telecom SudParis, CNRS, University of Paris-Saclay, 9 rue Charles Fourier, 91011, Evry Cedex, France","Centre National de la Recherche Scientifique","Services r\u00e9partis, Architectures, MOd\u00e9lisation, Validation, Administration des R\u00e9seaux","D\u00e9partement Electronique et Physique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAMOVAR, Telecom SudParis, CNRS, University of Paris-Saclay, 9 rue Charles Fourier, 91011, Evry Cedex, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I205703379","https://openalex.org/I1294671590","https://openalex.org/I4210145102"]},{"raw_affiliation_string":"Centre National de la Recherche Scientifique","institution_ids":["https://openalex.org/I1294671590"]},{"raw_affiliation_string":"Services r\u00e9partis, Architectures, MOd\u00e9lisation, Validation, Administration des R\u00e9seaux","institution_ids":[]},{"raw_affiliation_string":"D\u00e9partement Electronique et Physique","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038934826","display_name":"Moun\u00eem A. El\u2010Yacoubi","orcid":"https://orcid.org/0000-0002-7383-0588"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I205703379","display_name":"Institut Mines-T\u00e9l\u00e9com","ror":"https://ror.org/025vp2923","country_code":"FR","type":"facility","lineage":["https://openalex.org/I205703379"]},{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210145102","display_name":"Institut Polytechnique de Paris","ror":"https://ror.org/042tfbd02","country_code":"FR","type":"education","lineage":["https://openalex.org/I4210145102"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mounim A. El Yacoubi","raw_affiliation_strings":["SAMOVAR, Telecom SudParis, CNRS, University of Paris-Saclay, 9 rue Charles Fourier, 91011, Evry Cedex, France","D\u00e9partement Electronique et Physique","Services r\u00e9partis, Architectures, MOd\u00e9lisation, Validation, Administration des R\u00e9seaux","ARMEDIA","Centre National de la Recherche Scientifique"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SAMOVAR, Telecom SudParis, CNRS, University of Paris-Saclay, 9 rue Charles Fourier, 91011, Evry Cedex, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I205703379","https://openalex.org/I1294671590","https://openalex.org/I4210145102"]},{"raw_affiliation_string":"D\u00e9partement Electronique et Physique","institution_ids":[]},{"raw_affiliation_string":"Services r\u00e9partis, Architectures, MOd\u00e9lisation, Validation, Administration des R\u00e9seaux","institution_ids":[]},{"raw_affiliation_string":"ARMEDIA","institution_ids":[]},{"raw_affiliation_string":"Centre National de la Recherche Scientifique","institution_ids":["https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":6.2911,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.97153069,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"883","last_page":"892"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","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/T10714","display_name":"Software-Defined Networks and 5G","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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9990000128746033,"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":0.9926000237464905,"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":0.9001454710960388},{"id":"https://openalex.org/keywords/virtual-network","display_name":"Virtual network","score":0.5931297540664673},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5749439597129822},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.5620032548904419},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5388860702514648},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5098799467086792},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.5068045258522034},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4821207523345947},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4812171757221222},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.47991833090782166},{"id":"https://openalex.org/keywords/virtual-machine","display_name":"Virtual machine","score":0.4773164689540863},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.4580248296260834},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4430030882358551},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37269896268844604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3632453382015228},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.20104345679283142},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.15789437294006348},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.1171548068523407},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.09790822863578796}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9001454710960388},{"id":"https://openalex.org/C2776874963","wikidata":"https://www.wikidata.org/wiki/Q4112081","display_name":"Virtual network","level":2,"score":0.5931297540664673},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5749439597129822},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.5620032548904419},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5388860702514648},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5098799467086792},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.5068045258522034},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4821207523345947},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4812171757221222},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.47991833090782166},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.4773164689540863},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.4580248296260834},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4430030882358551},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37269896268844604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3632453382015228},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.20104345679283142},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.15789437294006348},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.1171548068523407},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.09790822863578796},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-70087-8_90","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-70087-8_90","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"},{"id":"pmh:oai:HAL:hal-01682996v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01682996","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ICONIP 2017 : 24th International Conference on Neural Information Processing, Nov 2017, Guangzhou, China. pp.883 - 892, &#x27E8;10.1007/978-3-319-70087-8_90&#x27E9;","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1486487250","https://openalex.org/W1525264275","https://openalex.org/W2040340473","https://openalex.org/W2048272196","https://openalex.org/W2116341502","https://openalex.org/W2119821739","https://openalex.org/W2125055259","https://openalex.org/W2148694408","https://openalex.org/W2234017516","https://openalex.org/W2260783129","https://openalex.org/W2404799932","https://openalex.org/W2463011254","https://openalex.org/W2471288191","https://openalex.org/W2471319931","https://openalex.org/W2500898769","https://openalex.org/W2579403893","https://openalex.org/W2586630827","https://openalex.org/W2591580381","https://openalex.org/W3126135128","https://openalex.org/W4231776953","https://openalex.org/W4292023222"],"related_works":["https://openalex.org/W2088620127","https://openalex.org/W2743348030","https://openalex.org/W1963799338","https://openalex.org/W2160885694","https://openalex.org/W2900408237","https://openalex.org/W2036412865","https://openalex.org/W2542775576","https://openalex.org/W2545334782","https://openalex.org/W2947629119","https://openalex.org/W4392917190"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}
