{"id":"https://openalex.org/W3088115808","doi":"https://doi.org/10.1109/icton51198.2020.9203141","title":"Big Data Processing and Artificial Intelligence at the Network Edge","display_name":"Big Data Processing and Artificial Intelligence at the Network Edge","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3088115808","doi":"https://doi.org/10.1109/icton51198.2020.9203141","mag":"3088115808"},"language":"en","primary_location":{"id":"doi:10.1109/icton51198.2020.9203141","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton51198.2020.9203141","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 22nd International Conference on Transparent Optical Networks (ICTON)","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/A5058796383","display_name":"Juan Jos\u00e9 Vegas Olmos","orcid":"https://orcid.org/0000-0002-6796-1602"},"institutions":[{"id":"https://openalex.org/I458620863","display_name":"Mellanox Technologies (Israel)","ror":"https://ror.org/00gym2132","country_code":"IL","type":"company","lineage":["https://openalex.org/I4210088690","https://openalex.org/I458620863"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"J. J. Vegas Olmos","raw_affiliation_strings":["Mellanox Technologies, Hakidma 23, Yokneam, Israel"],"affiliations":[{"raw_affiliation_string":"Mellanox Technologies, Hakidma 23, Yokneam, Israel","institution_ids":["https://openalex.org/I458620863"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033393833","display_name":"Filippo Cugini","orcid":"https://orcid.org/0000-0002-9840-0365"},"institutions":[{"id":"https://openalex.org/I4210099310","display_name":"Consorzio Nazionale Interuniversitario per le Telecomunicazioni","ror":"https://ror.org/0182a5n39","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210099310"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Filippo Cugini","raw_affiliation_strings":["Conzorcio Nazionale Interuniversitario per le Telecommunicazione (CNIT), National Lab of Photonic Networks, via G. Moruzzi 1, Pisa, Italy"],"affiliations":[{"raw_affiliation_string":"Conzorcio Nazionale Interuniversitario per le Telecommunicazione (CNIT), National Lab of Photonic Networks, via G. Moruzzi 1, Pisa, Italy","institution_ids":["https://openalex.org/I4210099310"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008761130","display_name":"Fred Buining","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fred Buining","raw_affiliation_strings":["Hiro MicroDataCenter, Voorburg, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Hiro MicroDataCenter, Voorburg, The Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063610307","display_name":"Niamh O\u2019Mahony","orcid":"https://orcid.org/0000-0003-0986-3673"},"institutions":[{"id":"https://openalex.org/I4210107060","display_name":"DELL (Ireland)","ror":"https://ror.org/012x04f41","country_code":"IE","type":"company","lineage":["https://openalex.org/I4210107060","https://openalex.org/I4210149435"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Niamh O'Mahony","raw_affiliation_strings":["Dell EMC, Cork, Ireland"],"affiliations":[{"raw_affiliation_string":"Dell EMC, Cork, Ireland","institution_ids":["https://openalex.org/I4210107060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102422968","display_name":"Thuy Truong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210107060","display_name":"DELL (Ireland)","ror":"https://ror.org/012x04f41","country_code":"IE","type":"company","lineage":["https://openalex.org/I4210107060","https://openalex.org/I4210149435"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Thuy Truong","raw_affiliation_strings":["Dell EMC, Cork, Ireland"],"affiliations":[{"raw_affiliation_string":"Dell EMC, Cork, Ireland","institution_ids":["https://openalex.org/I4210107060"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103893017","display_name":"Liran Liss","orcid":"https://orcid.org/0009-0003-2661-7906"},"institutions":[{"id":"https://openalex.org/I458620863","display_name":"Mellanox Technologies (Israel)","ror":"https://ror.org/00gym2132","country_code":"IL","type":"company","lineage":["https://openalex.org/I4210088690","https://openalex.org/I458620863"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Liran Liss","raw_affiliation_strings":["Mellanox Technologies, Hakidma 23, Yokneam, Israel"],"affiliations":[{"raw_affiliation_string":"Mellanox Technologies, Hakidma 23, Yokneam, Israel","institution_ids":["https://openalex.org/I458620863"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061563478","display_name":"Tzahi Oved","orcid":null},"institutions":[{"id":"https://openalex.org/I458620863","display_name":"Mellanox Technologies (Israel)","ror":"https://ror.org/00gym2132","country_code":"IL","type":"company","lineage":["https://openalex.org/I4210088690","https://openalex.org/I458620863"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Tzahi Oved","raw_affiliation_strings":["Mellanox Technologies, Hakidma 23, Yokneam, Israel"],"affiliations":[{"raw_affiliation_string":"Mellanox Technologies, Hakidma 23, Yokneam, Israel","institution_ids":["https://openalex.org/I458620863"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012157832","display_name":"Zac Binshtock","orcid":null},"institutions":[{"id":"https://openalex.org/I458620863","display_name":"Mellanox Technologies (Israel)","ror":"https://ror.org/00gym2132","country_code":"IL","type":"company","lineage":["https://openalex.org/I4210088690","https://openalex.org/I458620863"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Zac Binshtock","raw_affiliation_strings":["Mellanox Technologies, Hakidma 23, Yokneam, Israel"],"affiliations":[{"raw_affiliation_string":"Mellanox Technologies, Hakidma 23, Yokneam, Israel","institution_ids":["https://openalex.org/I458620863"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021554708","display_name":"D. Goldenberg","orcid":null},"institutions":[{"id":"https://openalex.org/I458620863","display_name":"Mellanox Technologies (Israel)","ror":"https://ror.org/00gym2132","country_code":"IL","type":"company","lineage":["https://openalex.org/I4210088690","https://openalex.org/I458620863"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Dror Goldenberg","raw_affiliation_strings":["Mellanox Technologies, Hakidma 23, Yokneam, Israel"],"affiliations":[{"raw_affiliation_string":"Mellanox Technologies, Hakidma 23, Yokneam, Israel","institution_ids":["https://openalex.org/I458620863"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5058796383"],"corresponding_institution_ids":["https://openalex.org/I458620863"],"apc_list":null,"apc_paid":null,"fwci":0.7709,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.74623183,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"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":0.9995999932289124,"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/T10273","display_name":"IoT and Edge/Fog Computing","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/T13382","display_name":"Robotics and Automated Systems","score":0.9704999923706055,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.9678999781608582,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6664226055145264},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6486833095550537},{"id":"https://openalex.org/keywords/provisioning","display_name":"Provisioning","score":0.6338581442832947},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.628179132938385},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6240185499191284},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5404857397079468},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.48604780435562134},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.48470306396484375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45648193359375},{"id":"https://openalex.org/keywords/robotics","display_name":"Robotics","score":0.44816893339157104},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.443254679441452},{"id":"https://openalex.org/keywords/marketing-and-artificial-intelligence","display_name":"Marketing and artificial intelligence","score":0.42413920164108276},{"id":"https://openalex.org/keywords/service","display_name":"Service (business)","score":0.41541314125061035},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3682383894920349},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.3597060739994049},{"id":"https://openalex.org/keywords/intelligent-decision-support-system","display_name":"Intelligent decision support system","score":0.2331485152244568},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15421196818351746},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12028369307518005},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.08614146709442139}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6664226055145264},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6486833095550537},{"id":"https://openalex.org/C172191483","wikidata":"https://www.wikidata.org/wiki/Q1071806","display_name":"Provisioning","level":2,"score":0.6338581442832947},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.628179132938385},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6240185499191284},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5404857397079468},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.48604780435562134},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.48470306396484375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45648193359375},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.44816893339157104},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.443254679441452},{"id":"https://openalex.org/C44464901","wikidata":"https://www.wikidata.org/wiki/Q6770893","display_name":"Marketing and artificial intelligence","level":3,"score":0.42413920164108276},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.41541314125061035},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3682383894920349},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.3597060739994049},{"id":"https://openalex.org/C56397880","wikidata":"https://www.wikidata.org/wiki/Q6044094","display_name":"Intelligent decision support system","level":2,"score":0.2331485152244568},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15421196818351746},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12028369307518005},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.08614146709442139},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icton51198.2020.9203141","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icton51198.2020.9203141","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 22nd International Conference on Transparent Optical Networks (ICTON)","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":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2885657717","https://openalex.org/W3102441862"],"related_works":["https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313526662","https://openalex.org/W3111395152","https://openalex.org/W4312996489","https://openalex.org/W2945850679","https://openalex.org/W4390993729","https://openalex.org/W4309971077","https://openalex.org/W4387705058","https://openalex.org/W4364295255"],"abstract_inverted_index":{"The":[0],"delivery":[1],"of":[2,87,97,108,126],"computing":[3,99],"services":[4],"-":[5],"including":[6],"storage,":[7],"databases,":[8],"networking,":[9],"software,":[10],"analytics,":[11],"intelligence":[12,37,79,118],"and":[13,54,77,121],"more":[14],"is":[15],"moving":[16],"from":[17,112],"the":[18,21,27,65,73,81,88,95,105,130],"cloud":[19],"towards":[20],"edge;":[22],"among":[23],"all":[24],"technical":[25],"requirements,":[26],"edge":[28,98],"needs":[29],"to":[30,33,39,68,116],"be":[31,70],"able":[32],"natively":[34],"support":[35],"artificial":[36,78,101,117],"processes":[38],"enable":[40],"new":[41],"technological":[42],"paradigms,":[43],"such":[44],"as":[45],"smart":[46,52],"Factory":[47],"4.0,":[48],"healthcare":[49],"assisted":[50],"living,":[51],"cities":[53],"advanced":[55],"robotics,":[56],"for":[57],"example.":[58],"In":[59],"this":[60],"paper,":[61],"we":[62],"will":[63,69],"present":[64],"enabling":[66,100],"technologies":[67],"developed":[71],"within":[72],"\u201cBig":[74],"data":[75],"processing":[76],"at":[80],"network":[82],"edge\u201d":[83],"(BRAINE)":[84],"project,":[85],"one":[86],"largest":[89],"joint":[90],"activities":[91],"in":[92,94,129],"Europe":[93],"area":[96],"intelligence.":[102],"BRAINE":[103],"covers":[104],"full":[106],"stack":[107],"a":[109],"system":[110],"solution,":[111],"subsystem":[113],"integration":[114],"up":[115],"service":[119],"provisioning,":[120],"includes":[122],"four":[123],"use":[124],"cases":[125],"direct":[127],"impact":[128],"European":[131],"ecosystem.":[132]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
