{"id":"https://openalex.org/W4416297976","doi":"https://doi.org/10.1145/3772356.3772401","title":"Beyond Lamport, Towards Probabilistic Fair Ordering","display_name":"Beyond Lamport, Towards Probabilistic Fair Ordering","publication_year":2025,"publication_date":"2025-11-17","ids":{"openalex":"https://openalex.org/W4416297976","doi":"https://doi.org/10.1145/3772356.3772401"},"language":null,"primary_location":{"id":"doi:10.1145/3772356.3772401","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3772356.3772401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM Workshop on Hot Topics in Networks","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/A5101609113","display_name":"Muhammad Haseeb","orcid":"https://orcid.org/0000-0003-1402-2115"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Muhammad Haseeb","raw_affiliation_strings":["New York University, New York City, USA"],"raw_orcid":"https://orcid.org/0000-0003-1402-2115","affiliations":[{"raw_affiliation_string":"New York University, New York City, USA","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078941654","display_name":"Jinkun Geng","orcid":"https://orcid.org/0000-0002-6574-8349"},"institutions":[{"id":"https://openalex.org/I1743320","display_name":"Palo Alto University","ror":"https://ror.org/04f812k67","country_code":"US","type":"education","lineage":["https://openalex.org/I1743320"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinkun Geng","raw_affiliation_strings":["Stanford University, Palo Alto, USA"],"raw_orcid":"https://orcid.org/0000-0002-6574-8349","affiliations":[{"raw_affiliation_string":"Stanford University, Palo Alto, USA","institution_ids":["https://openalex.org/I1743320","https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017787074","display_name":"Radhika Mittal","orcid":"https://orcid.org/0000-0003-4082-7865"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Radhika Mittal","raw_affiliation_strings":["UIUC, Urbana-Champaign, USA"],"raw_orcid":"https://orcid.org/0000-0003-4082-7865","affiliations":[{"raw_affiliation_string":"UIUC, Urbana-Champaign, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073895064","display_name":"Aurojit Panda","orcid":"https://orcid.org/0000-0001-9664-4377"},"institutions":[{"id":"https://openalex.org/I45029084","display_name":"City University of Seattle","ror":"https://ror.org/008a9hf75","country_code":"US","type":"education","lineage":["https://openalex.org/I4210086682","https://openalex.org/I45029084"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aurojit Panda","raw_affiliation_strings":["NYU, New York City, USA"],"raw_orcid":"https://orcid.org/0000-0001-9664-4377","affiliations":[{"raw_affiliation_string":"NYU, New York City, USA","institution_ids":["https://openalex.org/I45029084"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035861133","display_name":"Srinivas Narayana","orcid":"https://orcid.org/0000-0002-1128-477X"},"institutions":[{"id":"https://openalex.org/I102322142","display_name":"Rutgers, The State University of New Jersey","ror":"https://ror.org/05vt9qd57","country_code":"US","type":"education","lineage":["https://openalex.org/I102322142"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Srinivas Narayana","raw_affiliation_strings":["Rutgers University, New Brunswick, USA"],"raw_orcid":"https://orcid.org/0000-0002-1128-477X","affiliations":[{"raw_affiliation_string":"Rutgers University, New Brunswick, USA","institution_ids":["https://openalex.org/I102322142"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008674902","display_name":"Anirudh Sivaraman","orcid":"https://orcid.org/0000-0001-5025-4234"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anirudh Sivaraman","raw_affiliation_strings":["New York University, New York City, USA"],"raw_orcid":"https://orcid.org/0000-0001-5025-4234","affiliations":[{"raw_affiliation_string":"New York University, New York City, USA","institution_ids":["https://openalex.org/I57206974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101609113"],"corresponding_institution_ids":["https://openalex.org/I57206974"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.38444765,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"227","last_page":"235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.4388999938964844,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.4388999938964844,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.1031000018119812,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12216","display_name":"Network Time Synchronization Technologies","score":0.07249999791383743,"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/event","display_name":"Event (particle physics)","score":0.6518999934196472},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6485999822616577},{"id":"https://openalex.org/keywords/timestamp","display_name":"Timestamp","score":0.6245999932289124},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5990999937057495},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.5698000192642212},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.44279998540878296},{"id":"https://openalex.org/keywords/statistical-model","display_name":"Statistical model","score":0.4203000068664551},{"id":"https://openalex.org/keywords/transitive-relation","display_name":"Transitive relation","score":0.4018000066280365}],"concepts":[{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6518999934196472},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6485999822616577},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6446999907493591},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.6245999932289124},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5990999937057495},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.5698000192642212},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.47209998965263367},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.44279998540878296},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4203000068664551},{"id":"https://openalex.org/C191399111","wikidata":"https://www.wikidata.org/wiki/Q64861","display_name":"Transitive relation","level":2,"score":0.4018000066280365},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37290000915527344},{"id":"https://openalex.org/C129891060","wikidata":"https://www.wikidata.org/wiki/Q1513059","display_name":"Clock synchronization","level":4,"score":0.36469998955726624},{"id":"https://openalex.org/C52563298","wikidata":"https://www.wikidata.org/wiki/Q1413349","display_name":"Vector clock","level":5,"score":0.35690000653266907},{"id":"https://openalex.org/C2777317252","wikidata":"https://www.wikidata.org/wiki/Q18393516","display_name":"Rare events","level":2,"score":0.35089999437332153},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.34200000762939453},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.30630001425743103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29120001196861267},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2757999897003174},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.2662999927997589},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.26579999923706055},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.2535000145435333},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2535000145435333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3772356.3772401","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3772356.3772401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 24th ACM Workshop on Hot Topics in Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6488755863","display_name":null,"funder_award_id":"2340748","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1991435698","https://openalex.org/W2030532958","https://openalex.org/W2035918100","https://openalex.org/W2046245205","https://openalex.org/W2075854425","https://openalex.org/W2105856476","https://openalex.org/W2331170127","https://openalex.org/W2762470888","https://openalex.org/W2903038868","https://openalex.org/W3137220996","https://openalex.org/W3137759927","https://openalex.org/W3171597154","https://openalex.org/W3188285597","https://openalex.org/W4386396633","https://openalex.org/W4401326752","https://openalex.org/W4413756858","https://openalex.org/W4414735931"],"related_works":[],"abstract_inverted_index":{"A":[0],"growing":[1],"class":[2],"of":[3,8,65,112,166],"applications":[4],"demands":[5],"fair":[6,183,186],"ordering":[7,145],"events,":[9],"which":[10,148],"ensures":[11],"that":[12,46,56,101,132],"events":[13,36,147],"generated":[14,40],"earlier":[15],"are":[16,149],"processed":[17],"before":[18,136],"later":[19],"events.":[20],"However,":[21],"achieving":[22],"such":[23],"sequencing":[24],"is":[25],"challenging":[26],"due":[27],"to":[28,67,82,172],"the":[29,69,99,130,164,167,173],"inherent":[30],"errors":[31],"in":[32],"clock":[33,61],"synchronization:":[34],"two":[35,38,84],"at":[37],"clients":[39],"close":[41],"together":[42],"may":[43],"have":[44],"timestamps":[45,86],"cannot":[47],"be":[48],"compared":[49],"confidently.":[50],"We":[51,158,177],"advocate":[52],"for":[53,119,144],"an":[54,133],"approach":[55],"embraces,":[57],"rather":[58],"than":[59],"eliminates,":[60],"synchronization":[62,91],"errors.":[63],"Instead":[64],"attempting":[66],"remove":[68],"error":[70,92],"from":[71],"a":[72,79,117,120,142],"timestamp,":[73],"Tommy,":[74],"our":[75],"proposed":[76],"system,":[77],"leverages":[78],"statistical":[80,96],"model":[81,97],"compare":[83],"noisy":[85],"probabilistically":[87],"by":[88,106,125,153],"learning":[89],"per-clock":[90],"distributions.":[93],"Our":[94],"preliminary":[95],"computes":[98],"probability":[100,131],"one":[102],"event":[103,134],"precedes":[104],"another":[105],"only":[107],"relying":[108],"on":[109],"local":[110],"clocks":[111],"clients.":[113,192],"This":[114],"serves":[115],"as":[116,170],"foundation":[118],"new":[121],"relation:":[122],"likely-happened-before":[123],"denoted":[124],"\u2192p":[126,139,168],"where":[127],"p":[128],"represents":[129],"happened":[135],"another.":[137],"The":[138],"relation":[140,169],"provides":[141],"basis":[143],"multiple":[146],"otherwise":[150],"considered":[151],"concurrent":[152],"Lamport's":[154],"happened-before":[155],"(\u2192)":[156],"relation.":[157,176],"highlight":[159],"various":[160],"related":[161],"challenges":[162],"including":[163],"intransitivity":[165],"opposed":[171],"transitive":[174],"\u2192":[175],"outline":[178],"several":[179],"research":[180],"directions:":[181],"online":[182],"sequencing,":[184],"stochastically":[185],"total":[187],"ordering,":[188],"and":[189],"handling":[190],"byzantine":[191]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-11-17T00:00:00"}
