{"id":"https://openalex.org/W2624693925","doi":"https://doi.org/10.1109/tpds.2017.2715327","title":"Realistic and Scalable Benchmarking Cloud File Systems: Practices and Lessons from AliCloud","display_name":"Realistic and Scalable Benchmarking Cloud File Systems: Practices and Lessons from AliCloud","publication_year":2017,"publication_date":"2017-06-15","ids":{"openalex":"https://openalex.org/W2624693925","doi":"https://doi.org/10.1109/tpds.2017.2715327","mag":"2624693925"},"language":"en","primary_location":{"id":"doi:10.1109/tpds.2017.2715327","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2017.2715327","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Transactions on Parallel and Distributed Systems","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/A5101544944","display_name":"Zujie Ren","orcid":"https://orcid.org/0000-0002-9985-9805"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zujie Ren","raw_affiliation_strings":["School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","[School of computer science and technology, Hangzhou Dianzi University, Hangzhou, China]"],"raw_orcid":"https://orcid.org/0000-0002-9985-9805","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Hangzhou Dianzi University, Hangzhou, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"[School of computer science and technology, Hangzhou Dianzi University, Hangzhou, China]","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100651611","display_name":"Weisong Shi","orcid":"https://orcid.org/0000-0001-5864-4675"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weisong Shi","raw_affiliation_strings":["Department of Computer Science, Wayne State University, Detroit, MI","Dept of Computer Science, Wayne State University, Detroit, MI#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Wayne State University, Detroit, MI","institution_ids":["https://openalex.org/I185443292"]},{"raw_affiliation_string":"Dept of Computer Science, Wayne State University, Detroit, MI#TAB#","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101964066","display_name":"Jian Wan","orcid":"https://orcid.org/0000-0003-0775-4254"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Wan","raw_affiliation_strings":["Department of Software Engineering, Zhejiang University of Science and Technology, Hangzhou, China","[Department of Software Engineering, Zhejiang University of Science and Technology, Hangzhou, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]},{"raw_affiliation_string":"[Department of Software Engineering, Zhejiang University of Science and Technology, Hangzhou, China]","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100609407","display_name":"Feng Cao","orcid":"https://orcid.org/0000-0001-5276-0026"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feng Cao","raw_affiliation_strings":["AliCloud Computing Co., Ltd., Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AliCloud Computing Co., Ltd., Hangzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081487025","display_name":"Jiangbin Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiangbin Lin","raw_affiliation_strings":["AliCloud Computing Co., Ltd., Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AliCloud Computing Co., Ltd., Hangzhou, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101544944"],"corresponding_institution_ids":["https://openalex.org/I50760025"],"apc_list":null,"apc_paid":null,"fwci":1.3158,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.83086926,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"28","issue":"11","first_page":"3272","last_page":"3285"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9997000098228455,"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/T11181","display_name":"Advanced Data Storage Technologies","score":0.9997000098228455,"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/T11478","display_name":"Caching and Content Delivery","score":0.9987999796867371,"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/cloud-computing","display_name":"Cloud computing","score":0.8678149580955505},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8225067853927612},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6298819780349731},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.5786904692649841},{"id":"https://openalex.org/keywords/cloud-testing","display_name":"Cloud testing","score":0.4760589301586151},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.4547840356826782},{"id":"https://openalex.org/keywords/file-system","display_name":"File system","score":0.44960126280784607},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.4155419170856476},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3476182222366333},{"id":"https://openalex.org/keywords/cloud-computing-security","display_name":"Cloud computing security","score":0.27093228697776794}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.8678149580955505},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8225067853927612},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6298819780349731},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.5786904692649841},{"id":"https://openalex.org/C120115606","wikidata":"https://www.wikidata.org/wiki/Q5135723","display_name":"Cloud testing","level":4,"score":0.4760589301586151},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.4547840356826782},{"id":"https://openalex.org/C2780940931","wikidata":"https://www.wikidata.org/wiki/Q174989","display_name":"File system","level":2,"score":0.44960126280784607},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.4155419170856476},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3476182222366333},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.27093228697776794},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tpds.2017.2715327","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpds.2017.2715327","pdf_url":null,"source":{"id":"https://openalex.org/S97130795","display_name":"IEEE Transactions on Parallel and Distributed Systems","issn_l":"1045-9219","issn":["1045-9219","1558-2183","2161-9883"],"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 Transactions on Parallel and Distributed Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2739530000","display_name":null,"funder_award_id":"CNS-1563728","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5938368865","display_name":null,"funder_award_id":"61572163","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":54,"referenced_works":["https://openalex.org/W106162958","https://openalex.org/W228898923","https://openalex.org/W279457913","https://openalex.org/W1489297933","https://openalex.org/W1544148736","https://openalex.org/W1572571795","https://openalex.org/W1798754286","https://openalex.org/W1958120563","https://openalex.org/W1974534485","https://openalex.org/W1985229168","https://openalex.org/W1985419898","https://openalex.org/W1992683137","https://openalex.org/W1998082182","https://openalex.org/W1999984505","https://openalex.org/W2003829707","https://openalex.org/W2010628428","https://openalex.org/W2026450784","https://openalex.org/W2041766944","https://openalex.org/W2052312648","https://openalex.org/W2065753274","https://openalex.org/W2074899371","https://openalex.org/W2080048189","https://openalex.org/W2081819181","https://openalex.org/W2087252221","https://openalex.org/W2087946700","https://openalex.org/W2088443439","https://openalex.org/W2096125134","https://openalex.org/W2105160174","https://openalex.org/W2105947650","https://openalex.org/W2111556044","https://openalex.org/W2112053513","https://openalex.org/W2114303224","https://openalex.org/W2117339850","https://openalex.org/W2125901106","https://openalex.org/W2129542763","https://openalex.org/W2141181087","https://openalex.org/W2148199553","https://openalex.org/W2150013559","https://openalex.org/W2150478767","https://openalex.org/W2155072926","https://openalex.org/W2156327440","https://openalex.org/W2159081928","https://openalex.org/W2282158116","https://openalex.org/W2998553639","https://openalex.org/W3003444068","https://openalex.org/W3104065274","https://openalex.org/W4285719527","https://openalex.org/W6604258156","https://openalex.org/W6632476604","https://openalex.org/W6634372899","https://openalex.org/W6641042954","https://openalex.org/W6650418438","https://openalex.org/W6672350481","https://openalex.org/W6677331330"],"related_works":["https://openalex.org/W2046698369","https://openalex.org/W2240063513","https://openalex.org/W3010663160","https://openalex.org/W2309601263","https://openalex.org/W1596010778","https://openalex.org/W1770504724","https://openalex.org/W2546731016","https://openalex.org/W2736068468","https://openalex.org/W2552591219","https://openalex.org/W223746659"],"abstract_inverted_index":{"The":[0],"past":[1],"decade":[2],"has":[3],"witnessed":[4],"the":[5,38,65,110,117,122,137,230],"rapid":[6],"boom":[7],"of":[8,21,29,40,69,109,150,191],"cloud":[9,13,41,44,74,112,131,162,180,220,231],"computing.":[10],"Many":[11],"public":[12],"infrastructures":[14],"have":[15,52],"been":[16],"implemented":[17],"and":[18,50,60,67,84,125,128,145,152,156,175,202,209,215],"serve":[19],"millions":[20],"tenants.":[22],"Cloud":[23],"file":[24,45,163,181,221],"systems,":[25,46,222],"which":[26,106,194,223],"take":[27],"charge":[28],"petabyte-scale":[30],"data":[31,126,143],"storage,":[32],"play":[33],"a":[34,94,100,161,173,189],"crucial":[35],"role":[36],"in":[37,73,104,114,133,211,234],"performance":[39,58,86,177,217],"infrastructures.":[42],"Typical":[43],"including":[47,136],"GFS,":[48],"HDFS":[49],"Ceph,":[51],"attracted":[53],"notable":[54],"research":[55],"efforts":[56],"for":[57],"evaluation":[59,178],"optimization.":[61],"However,":[62],"due":[63],"to":[64,80,158,171,229],"heterogeneity":[66],"complexity":[68],"I/O":[70,96,123,185,213],"workload":[71,97,124],"characteristics":[72],"environments,":[75],"it":[76],"is":[77,107],"still":[78],"challenging":[79],"conduct":[81],"an":[82],"accurate":[83],"efficient":[85,176],"evaluation.":[87],"To":[88],"address":[89],"this":[90],"problem,":[91],"we":[92,120,224],"collected":[93],"two-week":[95],"trace":[98],"from":[99],"2,500-node":[101],"production":[102],"cluster":[103],"AliCloud,":[105],"one":[108],"largest":[111],"providers":[113],"Asia.":[115],"Using":[116],"AliCloud":[118],"trace,":[119],"characterized":[121],"distribution,":[127],"compared":[129],"two":[130],"services":[132],"multiple":[134],"perspectives,":[135],"request":[138,141],"arrival":[139],"pattern,":[140],"size,":[142],"population":[144],"so":[146],"on.":[147],"A":[148],"list":[149],"observations":[151],"implications":[153],"were":[154],"derived":[155],"applied":[157],"help":[159],"design":[160],"system":[164],"benchmarking":[165],"suite,":[166],"called":[167],"Porcupine.":[168],"Porcupine":[169,197],"aims":[170],"deploy":[172],"scalable":[174],"on":[179,219],"systems":[182],"using":[183],"realistic":[184],"workloads.":[186],"We":[187],"conducted":[188],"group":[190],"validation":[192],"experiments,":[193],"demonstrated":[195],"that":[196],"can":[198],"achieve":[199],"high":[200],"accuracy":[201],"scalability.":[203],"This":[204],"paper":[205],"provides":[206],"our":[207],"experiences":[208],"lessons":[210],"generating":[212],"workloads":[214],"deploying":[216],"tests":[218],"believe":[225],"will":[226],"be":[227],"insightful":[228],"computing":[232],"community":[233],"general.":[235]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}