{"id":"https://openalex.org/W3011218668","doi":"https://doi.org/10.1109/ieeeconf44664.2019.9048987","title":"On A Fundamental Predictability-Distortion Trade-Off in Decentralized Decisional Networks","display_name":"On A Fundamental Predictability-Distortion Trade-Off in Decentralized Decisional Networks","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3011218668","doi":"https://doi.org/10.1109/ieeeconf44664.2019.9048987","mag":"3011218668"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf44664.2019.9048987","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf44664.2019.9048987","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 53rd Asilomar Conference on Signals, Systems, and Computers","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/A5000136332","display_name":"Lorenzo Miretti","orcid":"https://orcid.org/0000-0002-0040-0325"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Lorenzo Miretti","raw_affiliation_strings":["EURECOM,Sophia Antipolis,France","EURECOM, Sophia Antipolis, France"],"affiliations":[{"raw_affiliation_string":"EURECOM,Sophia Antipolis,France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"EURECOM, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087162414","display_name":"Paul de Kerret","orcid":"https://orcid.org/0000-0003-0506-3871"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Paul de Kerret","raw_affiliation_strings":["EURECOM,Sophia Antipolis,France","EURECOM, Sophia Antipolis, France"],"affiliations":[{"raw_affiliation_string":"EURECOM,Sophia Antipolis,France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"EURECOM, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1902872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021728919","display_name":"David Gesbert","orcid":"https://orcid.org/0000-0002-4806-704X"},"institutions":[{"id":"https://openalex.org/I1902872","display_name":"EURECOM","ror":"https://ror.org/00sse7z02","country_code":"FR","type":"education","lineage":["https://openalex.org/I1902872","https://openalex.org/I205703379"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"David Gesbert","raw_affiliation_strings":["EURECOM,Sophia Antipolis,France","EURECOM, Sophia Antipolis, France"],"affiliations":[{"raw_affiliation_string":"EURECOM,Sophia Antipolis,France","institution_ids":["https://openalex.org/I1902872"]},{"raw_affiliation_string":"EURECOM, Sophia Antipolis, France","institution_ids":["https://openalex.org/I1902872"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5000136332"],"corresponding_institution_ids":["https://openalex.org/I1902872"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17480681,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1071","last_page":"1075"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9980000257492065,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9980000257492065,"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9976000189781189,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9969000220298767,"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/predictability","display_name":"Predictability","score":0.9091552495956421},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7063918113708496},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5951506495475769},{"id":"https://openalex.org/keywords/quantization","display_name":"Quantization (signal processing)","score":0.5482046604156494},{"id":"https://openalex.org/keywords/distortion","display_name":"Distortion (music)","score":0.5264630913734436},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4762687385082245},{"id":"https://openalex.org/keywords/dependency","display_name":"Dependency (UML)","score":0.4583527147769928},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44335517287254333},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40574145317077637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24228143692016602},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1904992163181305},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1431559920310974},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.08066415786743164}],"concepts":[{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.9091552495956421},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7063918113708496},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5951506495475769},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5482046604156494},{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.5264630913734436},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4762687385082245},{"id":"https://openalex.org/C19768560","wikidata":"https://www.wikidata.org/wiki/Q320727","display_name":"Dependency (UML)","level":2,"score":0.4583527147769928},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44335517287254333},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40574145317077637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24228143692016602},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1904992163181305},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1431559920310974},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.08066415786743164},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ieeeconf44664.2019.9048987","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf44664.2019.9048987","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 53rd Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"},{"id":"pmh:oai:fr.eurecom:6058","is_oa":false,"landing_page_url":"http://www.eurecom.fr/publication/6058","pdf_url":null,"source":{"id":"https://openalex.org/S4377196942","display_name":"Graduate School and Research Center in Digital Science (EURECOM)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1902872","host_organization_name":"EURECOM","host_organization_lineage":["https://openalex.org/I1902872"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ASILOMAR 2019, Asilomar Conference on Signals, Systems, and Computers, 3-6 November 2019, Pacific Grove, CA, USA","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1987719797","https://openalex.org/W2052064292","https://openalex.org/W2092792265","https://openalex.org/W2129905273","https://openalex.org/W2131578006","https://openalex.org/W2134383396","https://openalex.org/W2139774323","https://openalex.org/W2150593711","https://openalex.org/W2155174176","https://openalex.org/W2882983838","https://openalex.org/W2913888803","https://openalex.org/W4233014035","https://openalex.org/W4250744658","https://openalex.org/W6682243771"],"related_works":["https://openalex.org/W2726467123","https://openalex.org/W2064726690","https://openalex.org/W4252678288","https://openalex.org/W4254065731","https://openalex.org/W1607297154","https://openalex.org/W4210820789","https://openalex.org/W4237782192","https://openalex.org/W2913177154","https://openalex.org/W4235131201","https://openalex.org/W4232793539"],"abstract_inverted_index":{"Decentralized":[0],"decisional":[1],"networks":[2],"are":[3],"composed":[4],"of":[5,14,36,123,142],"agents":[6,53],"that":[7],"take":[8],"coordinated":[9],"decisions":[10],"on":[11,139],"the":[12,19,34,52,73,104],"basis":[13],"individual":[15],"noisy":[16],"information":[17,29,64],"about":[18],"system":[20,105],"state,":[21],"i.e.":[22],"under":[23,144],"a":[24,113,133,140],"so":[25],"called":[26],"distributed":[27],"state":[28,63,92],"configuration.":[30],"In":[31],"such":[32],"scenarios,":[33],"application":[35],"algorithms":[37],"directly":[38],"derived":[39],"from":[40],"classical":[41],"centralized":[42],"optimization":[43],"often":[44],"incurs":[45],"severe":[46],"performance":[47],"degradation.":[48],"This":[49,107],"is":[50,126],"because":[51],"fail":[54],"to":[55,61,90,103,111,127,135],"predict":[56],"each":[57],"other's":[58],"decision":[59,97],"due":[60],"local":[62],"noise,":[65],"hence":[66],"they":[67],"do":[68],"not":[69],"coordinate":[70],"properly.":[71],"On":[72],"other":[74],"hand":[75],"coordination":[76],"can":[77],"be":[78],"easily":[79],"enhanced":[80],"by":[81],"letting":[82],"one":[83],"agent":[84],"reduce":[85],"its":[86,91,96],"dependency":[87],"with":[88],"respect":[89],"information,":[93],"thus":[94],"making":[95],"more":[98],"predictable":[99],"but":[100],"less":[101],"adapted":[102],"state.":[106],"observation":[108],"naturally":[109],"leads":[110],"formulating":[112],"fundamental":[114],"trade-off,":[115],"coined":[116],"here":[117],"predictability-distortion":[118],"trade":[119],"off.":[120],"The":[121],"goal":[122],"this":[124,129],"paper":[125],"formulate":[128],"trade-off":[130],"and":[131],"propose":[132],"framework":[134],"explore":[136],"it,":[137],"based":[138],"concept":[141],"quantization":[143],"predictability":[145],"constraint.":[146]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
