{"id":"https://openalex.org/W4381744920","doi":"https://doi.org/10.1109/noms56928.2023.10154214","title":"AMAC: Attention-based Multi-Agent Cooperation for Smart Load Balancing","display_name":"AMAC: Attention-based Multi-Agent Cooperation for Smart Load Balancing","publication_year":2023,"publication_date":"2023-05-08","ids":{"openalex":"https://openalex.org/W4381744920","doi":"https://doi.org/10.1109/noms56928.2023.10154214"},"language":"en","primary_location":{"id":"doi:10.1109/noms56928.2023.10154214","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/noms56928.2023.10154214","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-03931985/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001436578","display_name":"Omar Houidi","orcid":"https://orcid.org/0000-0002-1659-0231"},"institutions":[{"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":true,"raw_author_name":"Omar Houidi","raw_affiliation_strings":["Institut Polytechnique de Paris,Telecom SudParis, SAMOVAR,France","IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)"],"affiliations":[{"raw_affiliation_string":"Institut Polytechnique de Paris,Telecom SudParis, SAMOVAR,France","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)","institution_ids":["https://openalex.org/I4210145102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054486227","display_name":"Sihem Bakri","orcid":"https://orcid.org/0000-0003-4056-0515"},"institutions":[{"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":"Sihem Bakri","raw_affiliation_strings":["Institut Polytechnique de Paris,Telecom SudParis, SAMOVAR,France","IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)"],"affiliations":[{"raw_affiliation_string":"Institut Polytechnique de Paris,Telecom SudParis, SAMOVAR,France","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)","institution_ids":["https://openalex.org/I4210145102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034736630","display_name":"Djamal Zeghlache","orcid":"https://orcid.org/0000-0002-9558-8120"},"institutions":[{"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":"Djamal Zeghlache","raw_affiliation_strings":["Institut Polytechnique de Paris,Telecom SudParis, SAMOVAR,France","IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)"],"affiliations":[{"raw_affiliation_string":"Institut Polytechnique de Paris,Telecom SudParis, SAMOVAR,France","institution_ids":["https://openalex.org/I4210145102"]},{"raw_affiliation_string":"IP Paris - Institut Polytechnique de Paris (Route de Saclay, 91120 Palaiseau Cedex, France - France)","institution_ids":["https://openalex.org/I4210145102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073832312","display_name":"Julien Lesca","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Julien Lesca","raw_affiliation_strings":["Huawei Technologies Ltd., Paris Research Center,France","Huawei Technologies France [Boulogne-Billancourt] (Arcs de Seine\r\n18 quai du Point du Jour\r\nCS 70003\r\n92100 Boulogne Billancourt - France)"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Ltd., Paris Research Center,France","institution_ids":["https://openalex.org/I4210123571"]},{"raw_affiliation_string":"Huawei Technologies France [Boulogne-Billancourt] (Arcs de Seine\r\n18 quai du Point du Jour\r\nCS 70003\r\n92100 Boulogne Billancourt - France)","institution_ids":["https://openalex.org/I4210123571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047863977","display_name":"Pham Tran Anh Quang","orcid":"https://orcid.org/0000-0002-5961-8134"},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pham Tran Anh Quang","raw_affiliation_strings":["Huawei Technologies Ltd., Paris Research Center,France","Huawei Technologies France [Boulogne-Billancourt] (Arcs de Seine\r\n18 quai du Point du Jour\r\nCS 70003\r\n92100 Boulogne Billancourt - France)"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Ltd., Paris Research Center,France","institution_ids":["https://openalex.org/I4210123571"]},{"raw_affiliation_string":"Huawei Technologies France [Boulogne-Billancourt] (Arcs de Seine\r\n18 quai du Point du Jour\r\nCS 70003\r\n92100 Boulogne Billancourt - France)","institution_ids":["https://openalex.org/I4210123571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045586541","display_name":"J\u00e9r\u00e9mie Leguay","orcid":"https://orcid.org/0000-0002-4670-6389"},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J\u00e9r\u00e9mie Leguay","raw_affiliation_strings":["Huawei Technologies Ltd., Paris Research Center,France","Huawei Technologies France [Boulogne-Billancourt] (Arcs de Seine\r\n18 quai du Point du Jour\r\nCS 70003\r\n92100 Boulogne Billancourt - France)"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Ltd., Paris Research Center,France","institution_ids":["https://openalex.org/I4210123571"]},{"raw_affiliation_string":"Huawei Technologies France [Boulogne-Billancourt] (Arcs de Seine\r\n18 quai du Point du Jour\r\nCS 70003\r\n92100 Boulogne Billancourt - France)","institution_ids":["https://openalex.org/I4210123571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081881036","display_name":"Paolo Medagliani","orcid":"https://orcid.org/0000-0001-8520-3664"},"institutions":[{"id":"https://openalex.org/I4210123571","display_name":"Huawei Technologies (France)","ror":"https://ror.org/02rbzf697","country_code":"FR","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210123571"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Paolo Medagliani","raw_affiliation_strings":["Huawei Technologies Ltd., Paris Research Center,France","Huawei Technologies France [Boulogne-Billancourt] (Arcs de Seine\r\n18 quai du Point du Jour\r\nCS 70003\r\n92100 Boulogne Billancourt - France)"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Ltd., Paris Research Center,France","institution_ids":["https://openalex.org/I4210123571"]},{"raw_affiliation_string":"Huawei Technologies France [Boulogne-Billancourt] (Arcs de Seine\r\n18 quai du Point du Jour\r\nCS 70003\r\n92100 Boulogne Billancourt - France)","institution_ids":["https://openalex.org/I4210123571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5001436578"],"corresponding_institution_ids":["https://openalex.org/I4210145102"],"apc_list":null,"apc_paid":null,"fwci":0.1331,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42066538,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9728999733924866,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9728999733924866,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T12761","display_name":"Data Stream Mining Techniques","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9634000062942505,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7649075984954834},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6983429193496704},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6681703925132751},{"id":"https://openalex.org/keywords/performance-indicator","display_name":"Performance indicator","score":0.6046998500823975},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.597739040851593},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.48281988501548767},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.46772706508636475},{"id":"https://openalex.org/keywords/performance-improvement","display_name":"Performance improvement","score":0.42957544326782227},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3458041846752167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22784528136253357},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16690295934677124},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.14024823904037476},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.06908610463142395},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.06426125764846802}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7649075984954834},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6983429193496704},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6681703925132751},{"id":"https://openalex.org/C135510737","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance indicator","level":2,"score":0.6046998500823975},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.597739040851593},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.48281988501548767},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.46772706508636475},{"id":"https://openalex.org/C2778915421","wikidata":"https://www.wikidata.org/wiki/Q3643177","display_name":"Performance improvement","level":2,"score":0.42957544326782227},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3458041846752167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22784528136253357},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16690295934677124},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.14024823904037476},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.06908610463142395},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.06426125764846802},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/noms56928.2023.10154214","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/noms56928.2023.10154214","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"NOMS 2023-2023 IEEE/IFIP Network Operations and Management Symposium","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03931985v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03931985","pdf_url":"https://hal.science/hal-03931985/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 IEEE/IFIP Network Operations and Management Symposium (NOMS 2023), May 2023, Miami, FL, United States. &#x27E8;10.1109/NOMS56928.2023.10154214&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03931985v1","is_oa":true,"landing_page_url":"https://hal.science/hal-03931985","pdf_url":"https://hal.science/hal-03931985/document","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2023 IEEE/IFIP Network Operations and Management Symposium (NOMS 2023), May 2023, Miami, FL, United States. &#x27E8;10.1109/NOMS56928.2023.10154214&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381744920.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W3084456289","https://openalex.org/W2024136090","https://openalex.org/W4391331176","https://openalex.org/W2586732548","https://openalex.org/W3049728571"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3],"Attention-based":[4],"Multi-Agent":[5,15],"Cooperation":[6],"(AMAC)":[7],"approach":[8],"to":[9,29],"reduce":[10],"message":[11],"exchange":[12],"overhead":[13,44],"in":[14,53],"Reinforcement":[16],"Learning-based":[17],"smart":[18],"load":[19],"balancing.":[20],"AMAC":[21,39],"shares":[22],"only":[23],"most":[24],"relevant":[25],"messages":[26],"across":[27],"agents":[28],"coordinate":[30],"decision-making":[31],"without":[32],"degrading":[33],"original":[34],"performance.":[35],"Experiments":[36],"show":[37],"that":[38],"significantly":[40],"lowers":[41],"inter-agent":[42],"communications":[43],"and":[45,48,58],"learning":[46],"complexity":[47],"outperforms":[49],"multiple":[50],"MARL":[51],"benchmarks":[52],"Key":[54,59],"Performance":[55],"Indicators":[56,61],"(KPIs)":[57],"Quality":[60],"(KQIs).":[62]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}
