{"id":"https://openalex.org/W2585828435","doi":"https://doi.org/10.1109/bigdata.2016.7840932","title":"Analyzing the performance of data replication and data partitioning in the cloud: The BEOWULF approach","display_name":"Analyzing the performance of data replication and data partitioning in the cloud: The BEOWULF approach","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2585828435","doi":"https://doi.org/10.1109/bigdata.2016.7840932","mag":"2585828435"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata.2016.7840932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2016.7840932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5008017347","display_name":"Alexander Stiemer","orcid":"https://orcid.org/0000-0003-0557-4073"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Alexander Stiemer","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Basel, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001727966","display_name":"Ilir Fetai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116528","display_name":"Swiss Distance University of Applied Sciences","ror":"https://ror.org/01t75ff47","country_code":"CH","type":"education","lineage":["https://openalex.org/I4210116528"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Ilir Fetai","raw_affiliation_strings":["Swiss Distance University of Applied Sciences"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Swiss Distance University of Applied Sciences","institution_ids":["https://openalex.org/I4210116528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034703920","display_name":"Heiko Schuldt","orcid":"https://orcid.org/0000-0001-9865-6371"},"institutions":[{"id":"https://openalex.org/I1850255","display_name":"University of Basel","ror":"https://ror.org/02s6k3f65","country_code":"CH","type":"education","lineage":["https://openalex.org/I1850255"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Heiko Schuldt","raw_affiliation_strings":["Department of Mathematics and Computer Science, University of Basel, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, University of Basel, Switzerland","institution_ids":["https://openalex.org/I1850255"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2837","last_page":"2846"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10772","display_name":"Distributed systems and fault tolerance","score":0.9998000264167786,"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":0.9998000264167786,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9937000274658203,"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/computer-science","display_name":"Computer science","score":0.8882140517234802},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.7181869149208069},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.7021976709365845},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.6662828326225281},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.656968891620636},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6455919742584229},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5191816091537476},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.4722047746181488},{"id":"https://openalex.org/keywords/distributed-database","display_name":"Distributed database","score":0.46844130754470825},{"id":"https://openalex.org/keywords/synchronization","display_name":"Synchronization (alternating current)","score":0.4492097795009613},{"id":"https://openalex.org/keywords/data-consistency","display_name":"Data consistency","score":0.443612664937973},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.4193003177642822},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.27876922488212585},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2083195447921753}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8882140517234802},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7181869149208069},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.7021976709365845},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.6662828326225281},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.656968891620636},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6455919742584229},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5191816091537476},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.4722047746181488},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.46844130754470825},{"id":"https://openalex.org/C2778562939","wikidata":"https://www.wikidata.org/wiki/Q1298791","display_name":"Synchronization (alternating current)","level":3,"score":0.4492097795009613},{"id":"https://openalex.org/C93361087","wikidata":"https://www.wikidata.org/wiki/Q4426698","display_name":"Data consistency","level":2,"score":0.443612664937973},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.4193003177642822},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.27876922488212585},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2083195447921753},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bigdata.2016.7840932","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata.2016.7840932","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:oai:edoc.unibas.ch:51990","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401836","display_name":"edoc (University of Basel)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1850255","host_organization_name":"University of Basel","host_organization_lineage":["https://openalex.org/I1850255"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1444968430","https://openalex.org/W1545155892","https://openalex.org/W1565760524","https://openalex.org/W1585527216","https://openalex.org/W1963979953","https://openalex.org/W1973115038","https://openalex.org/W1980096825","https://openalex.org/W1983472973","https://openalex.org/W1984255960","https://openalex.org/W2010042648","https://openalex.org/W2013451019","https://openalex.org/W2022537167","https://openalex.org/W2039795745","https://openalex.org/W2054584570","https://openalex.org/W2093640589","https://openalex.org/W2094711531","https://openalex.org/W2095135670","https://openalex.org/W2101123884","https://openalex.org/W2106887953","https://openalex.org/W2110765100","https://openalex.org/W2117917070","https://openalex.org/W2131460078","https://openalex.org/W2131751093","https://openalex.org/W2133741724","https://openalex.org/W2161730338","https://openalex.org/W2203529038","https://openalex.org/W2219593536","https://openalex.org/W2313953460","https://openalex.org/W2322143332","https://openalex.org/W2542400470","https://openalex.org/W4229516390","https://openalex.org/W6646313414"],"related_works":["https://openalex.org/W1520094959","https://openalex.org/W5344383","https://openalex.org/W1985478984","https://openalex.org/W2031735840","https://openalex.org/W2971748376","https://openalex.org/W14296039","https://openalex.org/W2171733965","https://openalex.org/W2736736734","https://openalex.org/W1990327889","https://openalex.org/W2519290774"],"abstract_inverted_index":{"Applications":[0],"deployed":[1],"in":[2,51,93,106,173],"the":[3,46,58,67,94,127,134,137,145,149,152,164,167,171,175],"Cloud":[4],"usually":[5],"come":[6],"with":[7,136,156],"dedicated":[8],"performance":[9],"and":[10,34,102,130,170],"availability":[11],"requirements.":[12],"This":[13],"can":[14],"be":[15],"achieved":[16],"by":[17,24,61],"replicating":[18],"data":[19,38,59,91],"across":[20],"several":[21],"sites":[22],"and/or":[23],"partitioning":[25],"data.":[26],"Data":[27,103],"replication":[28],"allows":[29],"to":[30,36,79],"parallelize":[31],"read":[32],"requests":[33],"thus":[35],"decrease":[37],"access":[39],"latency,":[40],"but":[41,70],"induces":[42],"significant":[43],"overhead":[44],"for":[45,89,140,179],"synchronization":[47],"of":[48,151,166],"updates.":[49],"Partitioning,":[50],"contrast,":[52],"is":[53,64],"highly":[54],"beneficial":[55],"if":[56,74],"all":[57],"accessed":[60],"an":[62],"application":[63],"located":[65],"at":[66],"same":[68],"site,":[69],"again":[71],"necessitates":[72],"coordination":[73],"distributed":[75,90],"transactions":[76],"are":[77],"needed":[78],"serve":[80],"applications.":[81],"In":[82,144],"this":[83],"paper,":[84],"we":[85,147],"analyze":[86],"three":[87,128],"protocols":[88,129],"management":[92],"Cloud,":[95],"namely":[96],"Read-One-Write-All-Available":[97],"(ROWAA),":[98],"Majority":[99],"Quorum":[100],"(MQ)":[101],"Partitioning":[104],"(DP)-all":[105],"a":[107,116,121,141,157,180],"configuration":[108],"that":[109,125,131],"guarantees":[110],"strong":[111],"consistency.":[112],"We":[113],"introduce":[114],"BEOWULF,":[115],"meta":[117],"protocol":[118,135,178],"based":[119],"on":[120],"comprehensive":[122],"cost":[123,154],"model":[124,155,169],"integrates":[126],"dynamically":[132],"selects":[133],"lowest":[138],"latency":[139],"given":[142,181],"workload.":[143,182],"evaluation,":[146],"compare":[148],"prediction":[150],"BEOWULF":[153],"baseline":[158],"evaluation.":[159],"The":[160],"results":[161],"nicely":[162],"show":[163],"effectiveness":[165],"analytical":[168],"precision":[172],"selecting":[174],"best":[176],"suited":[177]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
