{"id":"https://openalex.org/W4385655950","doi":"https://doi.org/10.1109/icton59386.2023.10207209","title":"A Flexible Forecasting Platform Enabling Zero Touch Networking and Digital Twinning","display_name":"A Flexible Forecasting Platform Enabling Zero Touch Networking and Digital Twinning","publication_year":2023,"publication_date":"2023-07-02","ids":{"openalex":"https://openalex.org/W4385655950","doi":"https://doi.org/10.1109/icton59386.2023.10207209"},"language":"en","primary_location":{"id":"doi:10.1109/icton59386.2023.10207209","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icton59386.2023.10207209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 23rd International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.11032637","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046281223","display_name":"Luca Valcarenghi","orcid":"https://orcid.org/0000-0002-6695-5032"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Luca Valcarenghi","raw_affiliation_strings":["TeCIP Institute,Scuola Superiore Sant&#x2019;Anna,Pisa,Italy,56124"],"affiliations":[{"raw_affiliation_string":"TeCIP Institute,Scuola Superiore Sant&#x2019;Anna,Pisa,Italy,56124","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085666131","display_name":"P. Castoldi","orcid":"https://orcid.org/0000-0003-4366-0730"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Piero Castoldi","raw_affiliation_strings":["TeCIP Institute,Scuola Superiore Sant&#x2019;Anna,Pisa,Italy,56124"],"affiliations":[{"raw_affiliation_string":"TeCIP Institute,Scuola Superiore Sant&#x2019;Anna,Pisa,Italy,56124","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072534644","display_name":"Andrea Sgambelluri","orcid":"https://orcid.org/0000-0001-7435-0458"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Sgambelluri","raw_affiliation_strings":["TeCIP Institute,Scuola Superiore Sant&#x2019;Anna,Pisa,Italy,56124"],"affiliations":[{"raw_affiliation_string":"TeCIP Institute,Scuola Superiore Sant&#x2019;Anna,Pisa,Italy,56124","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072597020","display_name":"Emilio Paolini","orcid":"https://orcid.org/0000-0001-7486-9268"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emilio Paolini","raw_affiliation_strings":["TeCIP Institute,Scuola Superiore Sant&#x2019;Anna,Pisa,Italy,56124","Sma-RTy Italia SRL, Carugate, Italy","National Research Council of Italy, CNR-IEIIT, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"TeCIP Institute,Scuola Superiore Sant&#x2019;Anna,Pisa,Italy,56124","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"Sma-RTy Italia SRL, Carugate, Italy","institution_ids":[]},{"raw_affiliation_string":"National Research Council of Italy, CNR-IEIIT, Pisa, Italy","institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210100607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023684354","display_name":"Alessandro Pacini","orcid":"https://orcid.org/0000-0001-5092-6061"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Pacini","raw_affiliation_strings":["TeCIP Institute,Scuola Superiore Sant&#x2019;Anna,Pisa,Italy,56124"],"affiliations":[{"raw_affiliation_string":"TeCIP Institute,Scuola Superiore Sant&#x2019;Anna,Pisa,Italy,56124","institution_ids":["https://openalex.org/I162290304"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046281223"],"corresponding_institution_ids":["https://openalex.org/I162290304"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10464614,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9904999732971191,"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":0.9904999732971191,"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":0.9818999767303467,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9805999994277954,"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":0.7006332278251648},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6536419987678528},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.640438437461853},{"id":"https://openalex.org/keywords/closed-loop","display_name":"Closed loop","score":0.5160948634147644},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45809420943260193},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.44984692335128784},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.43534770607948303},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31071871519088745},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.17697933316230774},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16987887024879456},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.14741533994674683}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7006332278251648},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6536419987678528},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.640438437461853},{"id":"https://openalex.org/C3019251811","wikidata":"https://www.wikidata.org/wiki/Q5135346","display_name":"Closed loop","level":2,"score":0.5160948634147644},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45809420943260193},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.44984692335128784},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.43534770607948303},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31071871519088745},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.17697933316230774},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16987887024879456},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.14741533994674683},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icton59386.2023.10207209","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icton59386.2023.10207209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 23rd International Conference on Transparent Optical Networks (ICTON)","raw_type":"proceedings-article"},{"id":"pmh:oai:www.iris.sssup.it:11382/558674","is_oa":false,"landing_page_url":"https://hdl.handle.net/11382/558674","pdf_url":null,"source":{"id":"https://openalex.org/S4377196376","display_name":"CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I162290304","host_organization_name":"Scuola Superiore Sant'Anna","host_organization_lineage":["https://openalex.org/I162290304"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.5281/zenodo.11032637","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.11032637","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"doi:10.5281/zenodo.11032637","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.11032637","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":""},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2903500163","https://openalex.org/W2912290085","https://openalex.org/W2962949934","https://openalex.org/W2963608065","https://openalex.org/W3043957834","https://openalex.org/W3119700304","https://openalex.org/W4379382423"],"related_works":["https://openalex.org/W2086397253","https://openalex.org/W2133122801","https://openalex.org/W600422426","https://openalex.org/W2007156430","https://openalex.org/W3081478936","https://openalex.org/W2785612136","https://openalex.org/W2099529706","https://openalex.org/W1988224651","https://openalex.org/W2096179639","https://openalex.org/W2161995522"],"abstract_inverted_index":{"A":[0],"proactive":[1],"approach":[2],"could":[3],"bring":[4],"several":[5],"advantages":[6,54],"in":[7,17,43,63],"network":[8],"operations":[9],"to":[10],"meet":[11],"the":[12,39,44,60],"increasingly":[13],"strict":[14],"requirements":[15],"(e.g.,":[16,25],"terms":[18],"of":[19,22,38,55],"latency,":[20],"reliability)":[21],"emerging":[23],"applications":[24],"XR-VR,":[26],"xURLLC).":[27],"This":[28],"paper":[29],"describes":[30],"a":[31],"flexible":[32],"forecasting":[33],"platform":[34],"that":[35],"provides":[36],"estimates":[37],"performance":[40,65],"parameters":[41],"involved":[42],"Zero":[45],"Touch":[46],"Networking":[47],"closed":[48,61],"loop":[49,62],"and":[50],"Digital":[51],"Twin.":[52],"The":[53],"using":[56],"parameter":[57],"estimation":[58],"within":[59],"reducing":[64],"violations":[66],"are":[67],"also":[68],"shown.":[69]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
