{"id":"https://openalex.org/W3036587492","doi":"https://doi.org/10.1145/3391812.3396266","title":"Analytics-Driven Networking: When the Computer becomes the Network","display_name":"Analytics-Driven Networking: When the Computer becomes the Network","publication_year":2020,"publication_date":"2020-06-16","ids":{"openalex":"https://openalex.org/W3036587492","doi":"https://doi.org/10.1145/3391812.3396266","mag":"3036587492"},"language":"en","primary_location":{"id":"doi:10.1145/3391812.3396266","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3391812.3396266","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3391812.3396266","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":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3391812.3396266","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073240021","display_name":"Inder Monga","orcid":"https://orcid.org/0000-0003-4524-0457"},"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":true,"raw_author_name":"Inder Monga","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":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5073240021"],"corresponding_institution_ids":["https://openalex.org/I148283060"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08761918,"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":"1"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12216","display_name":"Network Time Synchronization Technologies","score":0.8432000279426575,"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/T12216","display_name":"Network Time Synchronization Technologies","score":0.8432000279426575,"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":0.8105000257492065,"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":0.8026000261306763,"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":0.7730985879898071},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.7723814845085144},{"id":"https://openalex.org/keywords/telemetry","display_name":"Telemetry","score":0.5799933671951294},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5664249062538147},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.4901769757270813},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4190753102302551},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.412982314825058},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.411357045173645},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.29826319217681885},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.15831980109214783}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7730985879898071},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.7723814845085144},{"id":"https://openalex.org/C183121708","wikidata":"https://www.wikidata.org/wiki/Q209867","display_name":"Telemetry","level":2,"score":0.5799933671951294},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5664249062538147},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.4901769757270813},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4190753102302551},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.412982314825058},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.411357045173645},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.29826319217681885},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.15831980109214783},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3391812.3396266","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3391812.3396266","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3391812.3396266","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":{"id":"doi:10.1145/3391812.3396266","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3391812.3396266","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3391812.3396266","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"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3036587492.pdf","grobid_xml":"https://content.openalex.org/works/W3036587492.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4226266853","https://openalex.org/W4210252074","https://openalex.org/W4245701730","https://openalex.org/W2511794504","https://openalex.org/W2911648135","https://openalex.org/W3092201768","https://openalex.org/W2886451445","https://openalex.org/W3108449883","https://openalex.org/W2551093110","https://openalex.org/W2796632413"],"abstract_inverted_index":{"As":[0],"the":[1,17,61,77],"era":[2],"of":[3,48,64,79,100],"'human-managed":[4],"networking'":[5],"passes":[6],"to":[7,29,39,67,90,97],"'analytics-driven":[8],"networking',":[9],"more":[10,12],"and":[11,23,41],"data":[13,62],"about":[14],"networks,":[15],"including":[16],"constituent":[18],"flows,":[19],"is":[20,51,58,63],"being":[21,37,88,103],"tracked":[22],"retrieved.":[24],"With":[25],"networks":[26],"now":[27],"needing":[28],"be":[30],"an":[31,54],"effective":[32],"sensor,":[33],"new":[34,80,95],"methods":[35],"are":[36,87,102],"proposed":[38],"create":[40],"manage":[42],"this":[43,49],"streaming":[44],"telemetry.":[45],"While":[46],"collection":[47],"telemetry":[50,93],"happening":[52],"at":[53],"unprecedented":[55],"scale,":[56],"it":[57],"unclear":[59],"if":[60],"enough":[65],"resolution":[66],"make":[68],"real-time":[69],"decisions":[70],"needed":[71],"for":[72,76],"fine-grained":[73],"control,":[74],"or":[75],"application":[78],"machine":[81],"learning/artificial":[82],"intelligence":[83],"techniques.":[84],"New":[85],"techniques":[86],"developed":[89],"provide":[91],"high-precision":[92],"as":[94],"analytics":[96],"take":[98],"advantage":[99],"that":[101],"developed.":[104]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
