{"id":"https://openalex.org/W3006484653","doi":"https://doi.org/10.1109/icc42927.2021.9500811","title":"Consistency Analysis of Replication-Based Probabilistic Key-Value Stores","display_name":"Consistency Analysis of Replication-Based Probabilistic Key-Value Stores","publication_year":2021,"publication_date":"2021-06-01","ids":{"openalex":"https://openalex.org/W3006484653","doi":"https://doi.org/10.1109/icc42927.2021.9500811","mag":"3006484653"},"language":"en","primary_location":{"id":"doi:10.1109/icc42927.2021.9500811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2002.06098","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102741453","display_name":"Ramy E. Ali","orcid":"https://orcid.org/0000-0002-6273-1998"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I2800817003","display_name":"California Southern University","ror":"https://ror.org/058zz0t50","country_code":"US","type":"education","lineage":["https://openalex.org/I2800817003"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ramy E. Ali","raw_affiliation_strings":["Department of Electrical Engineering, University of Southern California, Los Angeles, CA","University  of Southern California"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, University of Southern California, Los Angeles, CA","institution_ids":["https://openalex.org/I1174212"]},{"raw_affiliation_string":"University  of Southern California","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I2800817003"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5102741453"],"corresponding_institution_ids":["https://openalex.org/I1174212","https://openalex.org/I2800817003"],"apc_list":null,"apc_paid":null,"fwci":0.2713,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.33077273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":"11","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":1.0,"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":1.0,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9993000030517578,"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/monte-carlo-method","display_name":"Monte Carlo method","score":0.6878474950790405},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6811183094978333},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.6465262174606323},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6413697004318237},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6187677979469299},{"id":"https://openalex.org/keywords/eventual-consistency","display_name":"Eventual consistency","score":0.5216084718704224},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.5019681453704834},{"id":"https://openalex.org/keywords/strong-consistency","display_name":"Strong consistency","score":0.4930412471294403},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.47763577103614807},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46724653244018555},{"id":"https://openalex.org/keywords/vendor","display_name":"Vendor","score":0.42993301153182983},{"id":"https://openalex.org/keywords/consistency-model","display_name":"Consistency model","score":0.3129982054233551},{"id":"https://openalex.org/keywords/data-consistency","display_name":"Data consistency","score":0.21187973022460938},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1887180507183075},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10279867053031921},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.0974191427230835},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.06780830025672913}],"concepts":[{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6878474950790405},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6811183094978333},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.6465262174606323},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6413697004318237},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6187677979469299},{"id":"https://openalex.org/C34422012","wikidata":"https://www.wikidata.org/wiki/Q6125872","display_name":"Eventual consistency","level":4,"score":0.5216084718704224},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.5019681453704834},{"id":"https://openalex.org/C31388003","wikidata":"https://www.wikidata.org/wiki/Q7624548","display_name":"Strong consistency","level":3,"score":0.4930412471294403},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.47763577103614807},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46724653244018555},{"id":"https://openalex.org/C2777338717","wikidata":"https://www.wikidata.org/wiki/Q1762621","display_name":"Vendor","level":2,"score":0.42993301153182983},{"id":"https://openalex.org/C37279795","wikidata":"https://www.wikidata.org/wiki/Q2492305","display_name":"Consistency model","level":3,"score":0.3129982054233551},{"id":"https://openalex.org/C93361087","wikidata":"https://www.wikidata.org/wiki/Q4426698","display_name":"Data consistency","level":2,"score":0.21187973022460938},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1887180507183075},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10279867053031921},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0974191427230835},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.06780830025672913},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/icc42927.2021.9500811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc42927.2021.9500811","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICC 2021 - IEEE International Conference on Communications","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2002.06098","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.06098","pdf_url":"https://arxiv.org/pdf/2002.06098","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"mag:3006484653","is_oa":true,"landing_page_url":"https://arxiv.org/pdf/2002.06098v2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2002.06098","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2002.06098","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2002.06098","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.06098","pdf_url":"https://arxiv.org/pdf/2002.06098","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3006484653.pdf","grobid_xml":"https://content.openalex.org/works/W3006484653.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W1559340406","https://openalex.org/W1984579341","https://openalex.org/W2013451019","https://openalex.org/W2038562061","https://openalex.org/W2057583008","https://openalex.org/W2065180040","https://openalex.org/W2072936102","https://openalex.org/W2080722982","https://openalex.org/W2084640755","https://openalex.org/W2087946700","https://openalex.org/W2113954151","https://openalex.org/W2121053357","https://openalex.org/W2146771412","https://openalex.org/W2146970479","https://openalex.org/W2149579966","https://openalex.org/W2153704625","https://openalex.org/W2172110069","https://openalex.org/W2175270166","https://openalex.org/W2219929968","https://openalex.org/W2341655714","https://openalex.org/W2611515161","https://openalex.org/W2736870576","https://openalex.org/W2962721554","https://openalex.org/W4249823756","https://openalex.org/W6633381752"],"related_works":["https://openalex.org/W3189785642","https://openalex.org/W2017632959","https://openalex.org/W1586652447","https://openalex.org/W2061731745","https://openalex.org/W2766331953","https://openalex.org/W3010022189","https://openalex.org/W1619486754","https://openalex.org/W3104501860","https://openalex.org/W3045691393","https://openalex.org/W2952551898","https://openalex.org/W2792700081","https://openalex.org/W3010567927","https://openalex.org/W1577276539","https://openalex.org/W2080537650","https://openalex.org/W2490750865","https://openalex.org/W2991820076","https://openalex.org/W3133646186","https://openalex.org/W3033722055","https://openalex.org/W2951945318","https://openalex.org/W2949494084"],"abstract_inverted_index":{"Partial":[0],"quorum":[1,36],"systems":[2,37,53],"are":[3],"widely":[4],"used":[5],"in":[6,73],"distributed":[7],"key-value":[8,74],"stores":[9],"due":[10],"to":[11],"their":[12],"latency":[13,69],"benefits":[14],"at":[15],"the":[16,30,48,61],"expense":[17],"of":[18,33,68],"providing":[19],"weaker":[20],"consistency":[21,71],"guarantees.":[22],"The":[23],"probabilistically":[24],"bounded":[25],"staleness":[26],"framework":[27],"(PBS)":[28],"studied":[29],"latency-consistency":[31,49],"trade-off":[32,50],"Dynamo-style":[34],"partial":[35],"through":[38],"Monte":[39,80],"Carlo":[40,81],"event-based":[41,82],"simulations.":[42,83],"In":[43],"this":[44],"paper,":[45],"we":[46],"study":[47],"for":[51,60],"such":[52],"analytically":[54],"and":[55,70],"derive":[56],"a":[57],"closed-form":[58],"expression":[59],"inconsistency":[62],"probability.":[63],"Our":[64],"approach":[65],"allows":[66],"fine-tuning":[67],"guarantees":[72],"stores,":[75],"which":[76],"is":[77],"intractable":[78],"using":[79]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2025-10-10T00:00:00"}
