{"id":"https://openalex.org/W2074899371","doi":"https://doi.org/10.1145/2043556.2043562","title":"Design implications for enterprise storage systems via multi-dimensional trace analysis","display_name":"Design implications for enterprise storage systems via multi-dimensional trace analysis","publication_year":2011,"publication_date":"2011-10-23","ids":{"openalex":"https://openalex.org/W2074899371","doi":"https://doi.org/10.1145/2043556.2043562","mag":"2074899371"},"language":"en","primary_location":{"id":"doi:10.1145/2043556.2043562","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2043556.2043562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Third ACM Symposium on Operating Systems Principles","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/A5015079760","display_name":"Yanpei Chen","orcid":"https://orcid.org/0000-0001-6010-263X"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yanpei Chen","raw_affiliation_strings":["University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024199805","display_name":"Kiran Srinivasan","orcid":"https://orcid.org/0009-0003-6805-1293"},"institutions":[{"id":"https://openalex.org/I1283576576","display_name":"NetApp (United States)","ror":"https://ror.org/05c4cm338","country_code":"US","type":"company","lineage":["https://openalex.org/I1283576576"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kiran Srinivasan","raw_affiliation_strings":["NetApp Inc"],"affiliations":[{"raw_affiliation_string":"NetApp Inc","institution_ids":["https://openalex.org/I1283576576"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041663672","display_name":"Garth R. Goodson","orcid":null},"institutions":[{"id":"https://openalex.org/I1283576576","display_name":"NetApp (United States)","ror":"https://ror.org/05c4cm338","country_code":"US","type":"company","lineage":["https://openalex.org/I1283576576"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Garth Goodson","raw_affiliation_strings":["NetApp Inc"],"affiliations":[{"raw_affiliation_string":"NetApp Inc","institution_ids":["https://openalex.org/I1283576576"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109560331","display_name":"Randy H. Katz","orcid":null},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Randy Katz","raw_affiliation_strings":["University of California, Berkeley"],"affiliations":[{"raw_affiliation_string":"University of California, Berkeley","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015079760"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":12.4243,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.98817695,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"43","last_page":"56"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9998999834060669,"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/T11478","display_name":"Caching and Content Delivery","score":0.9998999834060669,"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":0.9998000264167786,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9915000200271606,"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":0.8173664212226868},{"id":"https://openalex.org/keywords/server","display_name":"Server","score":0.6293153166770935},{"id":"https://openalex.org/keywords/directory","display_name":"Directory","score":0.5917654037475586},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.5772466063499451},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5700838565826416},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.5333741903305054},{"id":"https://openalex.org/keywords/file-server","display_name":"File server","score":0.4554218649864197},{"id":"https://openalex.org/keywords/information-repository","display_name":"Information repository","score":0.4481722414493561},{"id":"https://openalex.org/keywords/systems-design","display_name":"Systems design","score":0.4177585244178772},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.398928165435791},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25439101457595825},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.17913657426834106},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.14884382486343384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8173664212226868},{"id":"https://openalex.org/C93996380","wikidata":"https://www.wikidata.org/wiki/Q44127","display_name":"Server","level":2,"score":0.6293153166770935},{"id":"https://openalex.org/C2777683733","wikidata":"https://www.wikidata.org/wiki/Q201456","display_name":"Directory","level":2,"score":0.5917654037475586},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.5772466063499451},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5700838565826416},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.5333741903305054},{"id":"https://openalex.org/C4373008","wikidata":"https://www.wikidata.org/wiki/Q513349","display_name":"File server","level":2,"score":0.4554218649864197},{"id":"https://openalex.org/C3102742","wikidata":"https://www.wikidata.org/wiki/Q6031177","display_name":"Information repository","level":3,"score":0.4481722414493561},{"id":"https://openalex.org/C31352089","wikidata":"https://www.wikidata.org/wiki/Q3750474","display_name":"Systems design","level":2,"score":0.4177585244178772},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.398928165435791},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25439101457595825},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.17913657426834106},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.14884382486343384},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/2043556.2043562","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2043556.2043562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Twenty-Third ACM Symposium on Operating Systems Principles","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.231.2888","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.231.2888","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.sigops.org/sosp/sosp11/current/2011-Cascais/04-chen-online.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.231.9643","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.231.9643","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.sigops.org/sosp/sosp11/current/2011-Cascais/printable/04-chen.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.358.277","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.358.277","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.eecs.berkeley.edu/~ychen2/professional/CifsTraceAnalysisSOSP2011CameraReady1.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1677118421","https://openalex.org/W1967141605","https://openalex.org/W1995945562","https://openalex.org/W2000965156","https://openalex.org/W2007415020","https://openalex.org/W2065077642","https://openalex.org/W2070834743","https://openalex.org/W2100773341","https://openalex.org/W2102795219","https://openalex.org/W2125788329","https://openalex.org/W2128946566","https://openalex.org/W2141041105","https://openalex.org/W2160127232","https://openalex.org/W2163750144","https://openalex.org/W2163764145","https://openalex.org/W2171796885","https://openalex.org/W2585172182","https://openalex.org/W2751318774","https://openalex.org/W4254126235"],"related_works":["https://openalex.org/W3162884427","https://openalex.org/W2362593014","https://openalex.org/W2080470135","https://openalex.org/W4287184259","https://openalex.org/W2351901761","https://openalex.org/W2967088990","https://openalex.org/W2021496484","https://openalex.org/W1999590660","https://openalex.org/W1826586879","https://openalex.org/W1988949500"],"abstract_inverted_index":{"Enterprise":[0],"storage":[1,19,61,74],"systems":[2,20],"are":[3,29],"facing":[4],"enormous":[5],"challenges":[6],"due":[7],"to":[8,31,38,54,77],"increasing":[9],"growth":[10],"and":[11,82,89,105,115],"heterogeneity":[12],"of":[13],"the":[14],"data":[15,56,103],"stored.":[16],"Designing":[17],"future":[18],"requires":[21],"comprehensive":[22,79],"insights":[23,41,84],"that":[24,47,100],"existing":[25],"trace":[26],"analysis":[27],"methods":[28],"ill-equipped":[30],"supply.":[32],"In":[33],"this":[34],"paper,":[35],"we":[36],"seek":[37],"provide":[39],"such":[40],"by":[42],"using":[43],"a":[44],"new":[45],"methodology":[46],"leverages":[48],"an":[49],"objective,":[50],"multi-dimensional":[51],"statistical":[52],"technique":[53],"extract":[55],"access":[57,80],"patterns":[58,81],"from":[59],"network":[60,73],"system":[62,75],"traces.":[63],"We":[64,92],"apply":[65],"our":[66],"method":[67],"on":[68],"two":[69],"large-scale":[70],"real-world":[71],"production":[72],"traces":[76],"obtain":[78],"design":[83,98],"at":[85],"user,":[86],"application,":[87],"file,":[88],"directory":[90],"levels.":[91],"derive":[93],"simple,":[94],"easily":[95],"implementable,":[96],"threshold-based":[97],"optimizations":[99],"enable":[101],"efficient":[102],"placement":[104],"capacity":[106],"optimization":[107],"strategies":[108],"for":[109,113,119],"servers,":[110],"consolidation":[111],"policies":[112],"clients,":[114],"improved":[116],"caching":[117],"performance":[118],"both.":[120]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":13}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
