{"id":"https://openalex.org/W6969251474","doi":"https://doi.org/10.5555/3535850.3535888","title":"A Distributed Differentially Private Algorithm for Resource Allocation in Unboundedly Large Settings","display_name":"A Distributed Differentially Private Algorithm for Resource Allocation in Unboundedly Large Settings","publication_year":2022,"publication_date":"2022-05-09","ids":{"openalex":"https://openalex.org/W6969251474","doi":"https://doi.org/10.5555/3535850.3535888"},"language":"en","primary_location":{"id":"pmh:oai:infoscience.epfl.ch:299762","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/194319","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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":null,"raw_type":"conference proceedings"},"type":"conference-paper","indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://infoscience.epfl.ch/handle/20.500.14299/194319","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Danassis, Panayiotis","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Danassis, Panayiotis","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Triastcyn, Aleksei","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Triastcyn, Aleksei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Faltings, Boi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Faltings, Boi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46589359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.14239999651908875,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.14239999651908875,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10012","display_name":"Genetic diversity and population structure","score":0.08649999648332596,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11077","display_name":"Genetic and Clinical Aspects of Sex Determination and Chromosomal Abnormalities","score":0.06350000202655792,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6254000067710876},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6209999918937683},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5705000162124634},{"id":"https://openalex.org/keywords/constant","display_name":"Constant (computer programming)","score":0.3968000113964081},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3790000081062317},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.375},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.3474999964237213}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7092999815940857},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6254000067710876},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6209999918937683},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5705000162124634},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4226999878883362},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.3968000113964081},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38179999589920044},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3790000081062317},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.375},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.3474999964237213},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3330000042915344},{"id":"https://openalex.org/C61455927","wikidata":"https://www.wikidata.org/wiki/Q1030529","display_name":"Blossom algorithm","level":3,"score":0.3059999942779541},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.2996000051498413},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.2957000136375427},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2858999967575073},{"id":"https://openalex.org/C3018263672","wikidata":"https://www.wikidata.org/wiki/Q1296251","display_name":"Efficient algorithm","level":2,"score":0.28529998660087585},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.27079999446868896},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.26899999380111694},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.2676999866962433},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:infoscience.epfl.ch:299762","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/194319","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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":null,"raw_type":"conference proceedings"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:299762","is_oa":true,"landing_page_url":"https://infoscience.epfl.ch/handle/20.500.14299/194319","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"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":null,"raw_type":"conference proceedings"},"sustainable_development_goals":[{"score":0.6988985538482666,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"We":[0,60],"introduce":[1],"a":[2,64,67,81],"practical":[3],"and":[4,21,52,66,76,89,99],"scalable":[5],"algorithm":[6],"(PALMA)":[7],"for":[8],"solving":[9],"one":[10],"of":[11,15,84,105],"the":[12,106,111],"fundamental":[13],"problems":[14],"multi-agent":[16],"systems":[17],"--":[18,23],"finding":[19],"matches":[20],"allocations":[22],"in":[24,31,54,63,74],"unboundedly":[25],"large":[26],"settings":[27],"(e.g.,":[28],"resource":[29],"allocation":[30],"urban":[32],"environments,":[33],"mobility-on-demand":[34,65],"systems,":[35],"etc.),":[36],"while":[37],"providing":[38],"strong":[39,82],"worst-case":[40],"privacy":[41,85],"guarantees.":[42],"PALMA":[43,62],"is":[44],"decentralized,":[45],"runs":[46],"on-device,":[47],"requires":[48],"no":[49],"inter-agent":[50],"communication,":[51],"converges":[53],"constant":[55],"time":[56],"under":[57],"reasonable":[58],"assumptions.":[59],"evaluate":[61],"paper":[68],"assignment":[69],"scenario,":[70],"using":[71],"real":[72],"data":[73],"both,":[75],"demonstrate":[77],"that":[78],"it":[79],"provides":[80],"level":[83],"($\\varepsilon":[86],"\u0142eq":[87],"1$":[88],"median":[90],"as":[91,93],"low":[92],"$\\varepsilon":[94],"=":[95],"0.5$":[96],"across":[97],"agents)":[98],"high-quality":[100],"matchings":[101],"(up":[102],"to":[103],"$86%$":[104],"non-private":[107],"optimal,":[108],"outperforming":[109],"even":[110],"privacy-preserving":[112],"centralized":[113],"maximum-weight":[114],"matching":[115],"baseline).":[116]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
