{"id":"https://openalex.org/W2902648151","doi":"https://doi.org/10.1109/mcc.2018.064181120","title":"PRTuner: Proactive-Reactive Re-Replication Tuning in HDFS-based Cloud Data Center","display_name":"PRTuner: Proactive-Reactive Re-Replication Tuning in HDFS-based Cloud Data Center","publication_year":2018,"publication_date":"2018-11-01","ids":{"openalex":"https://openalex.org/W2902648151","doi":"https://doi.org/10.1109/mcc.2018.064181120","mag":"2902648151"},"language":"en","primary_location":{"id":"doi:10.1109/mcc.2018.064181120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcc.2018.064181120","pdf_url":null,"source":{"id":"https://openalex.org/S2499224501","display_name":"IEEE Cloud Computing","issn_l":"2325-6095","issn":["2325-6095","2372-2568"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Cloud Computing","raw_type":"journal-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/A5072069428","display_name":"Thanda Shwe","orcid":"https://orcid.org/0000-0002-8052-2321"},"institutions":[{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Thanda Shwe","raw_affiliation_strings":["Kumamoto University"],"affiliations":[{"raw_affiliation_string":"Kumamoto University","institution_ids":["https://openalex.org/I96036126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010583900","display_name":"Masayoshi Aritsugi","orcid":"https://orcid.org/0000-0003-0861-849X"},"institutions":[{"id":"https://openalex.org/I96036126","display_name":"Kumamoto University","ror":"https://ror.org/02cgss904","country_code":"JP","type":"education","lineage":["https://openalex.org/I96036126"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Masayoshi Aritsugi","raw_affiliation_strings":["Kumamoto University"],"affiliations":[{"raw_affiliation_string":"Kumamoto University","institution_ids":["https://openalex.org/I96036126"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072069428"],"corresponding_institution_ids":["https://openalex.org/I96036126"],"apc_list":null,"apc_paid":null,"fwci":0.7854,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81612712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"5","issue":"6","first_page":"48","last_page":"57"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9998999834060669,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9994999766349792,"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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9976999759674072,"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":0.852509617805481},{"id":"https://openalex.org/keywords/replication","display_name":"Replication (statistics)","score":0.8364382982254028},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6859451532363892},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6664872169494629},{"id":"https://openalex.org/keywords/data-center","display_name":"Data center","score":0.6179911494255066},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.6124633550643921},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5382539629936218},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4716189205646515},{"id":"https://openalex.org/keywords/high-availability","display_name":"High availability","score":0.4687478840351105},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.44803404808044434},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4243171811103821},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.41494470834732056},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.38699871301651},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.25298231840133667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.852509617805481},{"id":"https://openalex.org/C12590798","wikidata":"https://www.wikidata.org/wiki/Q3933199","display_name":"Replication (statistics)","level":2,"score":0.8364382982254028},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6859451532363892},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6664872169494629},{"id":"https://openalex.org/C153740404","wikidata":"https://www.wikidata.org/wiki/Q671224","display_name":"Data center","level":2,"score":0.6179911494255066},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.6124633550643921},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5382539629936218},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4716189205646515},{"id":"https://openalex.org/C65813073","wikidata":"https://www.wikidata.org/wiki/Q1622420","display_name":"High availability","level":2,"score":0.4687478840351105},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.44803404808044434},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4243171811103821},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.41494470834732056},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.38699871301651},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.25298231840133667},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mcc.2018.064181120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcc.2018.064181120","pdf_url":null,"source":{"id":"https://openalex.org/S2499224501","display_name":"IEEE Cloud Computing","issn_l":"2325-6095","issn":["2325-6095","2372-2568"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Cloud Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1598064945","https://openalex.org/W1896690221","https://openalex.org/W1963853421","https://openalex.org/W1978629819","https://openalex.org/W2045287414","https://openalex.org/W2048095090","https://openalex.org/W2119738171","https://openalex.org/W2126160525","https://openalex.org/W2142812297","https://openalex.org/W2146033465","https://openalex.org/W2625207893","https://openalex.org/W2751619424","https://openalex.org/W2772326400","https://openalex.org/W2902836124","https://openalex.org/W2906870415","https://openalex.org/W2995564009","https://openalex.org/W4213251304","https://openalex.org/W4239670432","https://openalex.org/W6681588593","https://openalex.org/W6757462336"],"related_works":["https://openalex.org/W4205713785","https://openalex.org/W3016766501","https://openalex.org/W2901033488","https://openalex.org/W1965825568","https://openalex.org/W2181472888","https://openalex.org/W3086458689","https://openalex.org/W2380896362","https://openalex.org/W2017265510","https://openalex.org/W2927709820","https://openalex.org/W2402305308"],"abstract_inverted_index":{"With":[0],"the":[1,31,35,58,64,78,83,101,104,121,150],"expansion":[2],"of":[3,103,123],"storage":[4,28,60],"components":[5,29],"in":[6,47,89,120],"cloud":[7],"data":[8,15,23,36],"centers,":[9],"component":[10],"failures":[11],"become":[12],"prevalent.":[13],"Although":[14],"replication":[16],"can":[17],"be":[18,45],"exploited":[19],"to":[20,51,91,133],"protect":[21],"against":[22],"loss,":[24],"unfortunately,":[25],"each":[26],"time":[27],"fail,":[30],"burden":[32],"incurred":[33],"by":[34],"block":[37],"restoration":[38],"process":[39],"is":[40,131],"not":[41],"negligible.":[42],"Re-replication":[43],"should":[44],"performed":[46],"a":[48,54],"careful":[49],"manner":[50],"avoid":[52],"creating":[53],"load":[55],"imbalance":[56],"on":[57,95,137],"remaining":[59],"datanodes":[61],"while":[62,99,148],"maintaining":[63,149],"reliability":[65,102],"level.":[66],"In":[67],"this":[68],"paper,":[69],"we":[70],"propose":[71],"PRTuner,":[72],"which":[73],"forecasts":[74],"resource":[75],"utilization":[76],"for":[77,141],"whole":[79],"cluster":[80,97,139],"and":[81,87,144],"tunes":[82],"re-replication":[84,110],"rate":[85],"dynamically":[86],"proactively":[88],"order":[90],"minimize":[92,134],"performance":[93,118,135],"impacts":[94,136],"regular":[96,138],"jobs":[98,140],"ensuring":[100],"system.":[105],"PRTuner":[106,130],"also":[107],"enhances":[108],"proactive":[109],"with":[111],"an":[112],"additional":[113],"reactive":[114],"feature":[115],"that":[116,129],"minimizes":[117],"degradation":[119],"case":[122],"inaccurate":[124],"prediction.":[125],"Simulation":[126],"results":[127],"demonstrate":[128],"able":[132],"both":[142],"highly":[143],"lightly":[145],"utilized":[146],"clusters":[147],"systems":[151],"reliability.":[152]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
