{"id":"https://openalex.org/W3036961695","doi":"https://doi.org/10.1145/3391812.3396269","title":"Using Machine Learning for Intent-based provisioning in High-Speed Science Networks","display_name":"Using Machine Learning for Intent-based provisioning in High-Speed Science Networks","publication_year":2020,"publication_date":"2020-06-16","ids":{"openalex":"https://openalex.org/W3036961695","doi":"https://doi.org/10.1145/3391812.3396269","mag":"3036961695"},"language":"en","primary_location":{"id":"doi:10.1145/3391812.3396269","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3391812.3396269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Workshop on Systems and Network Telemetry and Analytics","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/A5085308982","display_name":"Hocine Mahtout","orcid":null},"institutions":[{"id":"https://openalex.org/I2802505300","display_name":"\u00c9cole Sup\u00e9rieure d'Ing\u00e9nieurs en G\u00e9nie \u00c9lectrique","ror":"https://ror.org/01apwkd48","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802505300"]},{"id":"https://openalex.org/I139506611","display_name":"Sciences Po Bordeaux","ror":"https://ror.org/01b5nw197","country_code":"FR","type":"education","lineage":["https://openalex.org/I139506611"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hocine Mahtout","raw_affiliation_strings":["Bordeaux Graduate School of Engineering, Bordeaux, France"],"affiliations":[{"raw_affiliation_string":"Bordeaux Graduate School of Engineering, Bordeaux, France","institution_ids":["https://openalex.org/I139506611","https://openalex.org/I2802505300"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101652202","display_name":"Mariam Kiran","orcid":"https://orcid.org/0000-0001-5775-0855"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mariam Kiran","raw_affiliation_strings":["Lawrence Berkeley National Lab, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Lab, Berkeley, CA, USA","institution_ids":["https://openalex.org/I148283060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020935358","display_name":"Anu Mercian","orcid":"https://orcid.org/0000-0002-5110-418X"},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anu Mercian","raw_affiliation_strings":["Hewlett Packard Lab, Palo Alto, CA, USA"],"affiliations":[{"raw_affiliation_string":"Hewlett Packard Lab, Palo Alto, CA, USA","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053458810","display_name":"Bashir Mohammed","orcid":"https://orcid.org/0000-0002-0796-2195"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bashir Mohammed","raw_affiliation_strings":["Lawrence Berkeley National Lab, Berkeley, CA, USA"],"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Lab, Berkeley, CA, USA","institution_ids":["https://openalex.org/I148283060"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085308982"],"corresponding_institution_ids":["https://openalex.org/I139506611","https://openalex.org/I2802505300"],"apc_list":null,"apc_paid":null,"fwci":3.3919,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":{"value":0.92784249,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"27","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9993000030517578,"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":0.9980000257492065,"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":0.8231616020202637},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.7815487384796143},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.6134437322616577},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.5787549018859863},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.49615392088890076},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.4703417420387268},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.35803383588790894},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.34969472885131836},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12370657920837402}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8231616020202637},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.7815487384796143},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.6134437322616577},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.5787549018859863},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.49615392088890076},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.4703417420387268},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.35803383588790894},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.34969472885131836},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12370657920837402},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3391812.3396269","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3391812.3396269","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Workshop on Systems and Network Telemetry and Analytics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2000930669","https://openalex.org/W2606832948","https://openalex.org/W2772604077","https://openalex.org/W2916792801","https://openalex.org/W4250699675","https://openalex.org/W6815189586"],"related_works":["https://openalex.org/W1968552888","https://openalex.org/W2374116601","https://openalex.org/W3093134843","https://openalex.org/W2378167147","https://openalex.org/W3210777354","https://openalex.org/W2281307425","https://openalex.org/W1511346092","https://openalex.org/W2464405057","https://openalex.org/W1527532029","https://openalex.org/W2056316847"],"abstract_inverted_index":{"Smart":[0],"and":[1,13,56,82],"rapid":[2],"provisioning":[3],"of":[4],"network":[5,19,41,57,75,86],"resources":[6],"that":[7,65],"are":[8],"easy":[9],"to":[10,25,28,33,50,70,85],"configure,":[11],"monitor,":[12],"maintain":[14],"is":[15,22,60],"essential":[16],"for":[17],"high-speed":[18],"infrastructures.":[20],"There":[21],"a":[23,47],"need":[24],"allow":[26],"users":[27],"interface":[29],"directly":[30],"with":[31,72],"networks":[32],"easily":[34],"navigate":[35],"their":[36],"use-cases,":[37],"while":[38],"not":[39],"compromising":[40],"policies.":[42],"This":[43],"paper":[44],"introduces":[45],"EVIAN,":[46],"system":[48],"designed":[49],"bridge":[51],"the":[52],"gap":[53],"between":[54],"user":[55],"requirements.":[58],"EVIAN":[59],"an":[61,78],"intent":[62],"rendering":[63],"platform,":[64],"uses":[66],"natural":[67],"language":[68],"processing":[69],"interact":[71],"users,":[73],"gathers":[74],"requirements":[76],"in":[77],"easy-to-talk":[79],"English":[80],"conversation,":[81],"translates":[83],"these":[84],"API":[87],"calls.":[88]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
