{"id":"https://openalex.org/W3010437116","doi":"https://doi.org/10.1145/3377705","title":"Optimizing the SSD Burst Buffer by Traffic Detection","display_name":"Optimizing the SSD Burst Buffer by Traffic Detection","publication_year":2020,"publication_date":"2020-03-04","ids":{"openalex":"https://openalex.org/W3010437116","doi":"https://doi.org/10.1145/3377705","mag":"3010437116"},"language":"en","primary_location":{"id":"doi:10.1145/3377705","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377705","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3377705","source":{"id":"https://openalex.org/S26056741","display_name":"ACM Transactions on Architecture and Code Optimization","issn_l":"1544-3566","issn":["1544-3566","1544-3973"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Architecture and Code Optimization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3377705","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016486553","display_name":"Xuanhua Shi","orcid":"https://orcid.org/0000-0001-8451-8656"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xuanhua Shi","raw_affiliation_strings":["Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431757","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0002-2187-8125"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":["Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064596191","display_name":"Ligang He","orcid":"https://orcid.org/0000-0002-5671-0576"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ligang He","raw_affiliation_strings":["University of Warwick, UK"],"affiliations":[{"raw_affiliation_string":"University of Warwick, UK","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022262922","display_name":"Hai Jin","orcid":"https://orcid.org/0000-0002-3934-7605"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Jin","raw_affiliation_strings":["Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100351421","display_name":"Ming Li","orcid":"https://orcid.org/0000-0002-4073-0273"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Li","raw_affiliation_strings":["Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077521546","display_name":"Yong Chen","orcid":"https://orcid.org/0000-0002-9961-9051"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yong Chen","raw_affiliation_strings":["Texas Tech University, Texas, USA"],"affiliations":[{"raw_affiliation_string":"Texas Tech University, Texas, USA","institution_ids":["https://openalex.org/I12315562"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5016486553"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":1.7804,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.85688276,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"17","issue":"1","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","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/T11181","display_name":"Advanced Data Storage Technologies","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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9914000034332275,"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"}},{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.984000027179718,"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":0.8844723701477051},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6261190176010132},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.577880859375},{"id":"https://openalex.org/keywords/write-buffer","display_name":"Write buffer","score":0.5343790054321289},{"id":"https://openalex.org/keywords/buffer","display_name":"Buffer (optical fiber)","score":0.4563593864440918},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.44597792625427246},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.44116392731666565},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.34750813245773315},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.27184462547302246},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.25761622190475464}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8844723701477051},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6261190176010132},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.577880859375},{"id":"https://openalex.org/C89089495","wikidata":"https://www.wikidata.org/wiki/Q8038418","display_name":"Write buffer","level":5,"score":0.5343790054321289},{"id":"https://openalex.org/C145018004","wikidata":"https://www.wikidata.org/wiki/Q4985944","display_name":"Buffer (optical fiber)","level":2,"score":0.4563593864440918},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.44597792625427246},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.44116392731666565},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.34750813245773315},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.27184462547302246},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.25761622190475464},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C189783530","wikidata":"https://www.wikidata.org/wiki/Q352090","display_name":"CPU cache","level":3,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C115537543","wikidata":"https://www.wikidata.org/wiki/Q165596","display_name":"Cache","level":2,"score":0.0},{"id":"https://openalex.org/C38556500","wikidata":"https://www.wikidata.org/wiki/Q13404475","display_name":"Cache algorithms","level":4,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3377705","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377705","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3377705","source":{"id":"https://openalex.org/S26056741","display_name":"ACM Transactions on Architecture and Code Optimization","issn_l":"1544-3566","issn":["1544-3566","1544-3973"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Architecture and Code Optimization","raw_type":"journal-article"},{"id":"pmh:oai:ttu-ir.tdl.org:2346/89877","is_oa":false,"landing_page_url":"https://hdl.handle.net/2346/89877","pdf_url":null,"source":{"id":"https://openalex.org/S4306402519","display_name":"ThinkTech (Texas Tech University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I12315562","host_organization_name":"Texas Tech University","host_organization_lineage":["https://openalex.org/I12315562"],"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":"Article"}],"best_oa_location":{"id":"doi:10.1145/3377705","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3377705","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3377705","source":{"id":"https://openalex.org/S26056741","display_name":"ACM Transactions on Architecture and Code Optimization","issn_l":"1544-3566","issn":["1544-3566","1544-3973"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Architecture and Code Optimization","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.550000011920929,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1395209947","display_name":null,"funder_award_id":"2017YFC0803700","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2465329715","display_name":null,"funder_award_id":"61832006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4107942919","display_name":null,"funder_award_id":"61772218 and 61832006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8858013105","display_name":null,"funder_award_id":"61772218","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3010437116.pdf","grobid_xml":"https://content.openalex.org/works/W3010437116.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W2008559335","https://openalex.org/W2023678166","https://openalex.org/W2031479196","https://openalex.org/W2064864675","https://openalex.org/W2076874848","https://openalex.org/W2168067900","https://openalex.org/W2295387928","https://openalex.org/W2475126267","https://openalex.org/W2580346077","https://openalex.org/W2583711684","https://openalex.org/W2619170713","https://openalex.org/W2725946184","https://openalex.org/W2725993358","https://openalex.org/W2747566632","https://openalex.org/W2757619322","https://openalex.org/W2770169462","https://openalex.org/W2792929614","https://openalex.org/W3105586398","https://openalex.org/W4297938497"],"related_works":["https://openalex.org/W3027347211","https://openalex.org/W2383226856","https://openalex.org/W2072590764","https://openalex.org/W2348988202","https://openalex.org/W2977978932","https://openalex.org/W150152345","https://openalex.org/W1590019873","https://openalex.org/W2043397443","https://openalex.org/W2188061826","https://openalex.org/W2330107863"],"abstract_inverted_index":{"Currently,":[0],"HPC":[1],"storage":[2,13],"systems":[3],"still":[4],"use":[5],"hard":[6],"disk":[7],"drive":[8,17],"(HDD)":[9],"as":[10,22,60,148,288],"their":[11],"dominant":[12],"device.":[14],"Solid":[15],"state":[16],"(SSD)":[18],"is":[19,126,141],"widely":[20],"deployed":[21],"the":[23,35,89,94,100,103,115,119,130,145,156,161,165,174,191,202,211,221,231,240,246,250,285,305],"buffer":[24,28,44,91,151,292],"to":[25,33,87,98,111,128,143,154,189,200,208,224,244],"HDDs.":[26],"Burst":[27],"has":[29,56],"also":[30],"been":[31],"proposed":[32,127,272],"manage":[34],"SSD":[36,63,104,139,175,228,280,301],"buffering":[37,180,214],"of":[38,158,213,249,257,278,308],"bursty":[39],"write":[40,120],"requests.":[41],"Although":[42],"burst":[43,90,150,291],"can":[45,274,297],"improve":[46,88,190,210],"I/O":[47,192,203,316],"performance":[48,147,212,287],"in":[49,118,177,185,205,217,227],"many":[50],"cases,":[51],"we":[52,78,106,168,194],"find":[53],"that":[54,270],"it":[55],"some":[57],"limitations":[58],"such":[59],"requiring":[61],"large":[62],"capacity":[64,140],"and":[65,71,113,164,181,262],"harmonious":[66],"overlapping":[67,160],"between":[68],"computation":[69,162],"phase":[70,163],"data":[72,116,179,232],"flushing":[73,166,182,198],"phase.":[74],"In":[75,187,294],"this":[76,309],"article,":[77],"propose":[79,169],"a":[80,108,170,196,234,255],"scheme,":[81],"called":[82],"SSDUP+.":[83],"1":[84],"SSDUP+":[85,219,238,258,273,296],"aims":[86],"by":[92,229],"addressing":[93],"above":[95],"limitations.":[96],"First,":[97],"reduce":[99,201],"demand":[101],"for":[102,173],"capacity,":[105],"develop":[107],"novel":[109],"method":[110],"detect":[112],"quantify":[114],"randomness":[117],"traffic.":[121],"Further,":[122,237],"an":[123,276],"adaptive":[124],"algorithm":[125],"classify":[129],"random":[131,215,222],"writes":[132,216,223,226],"dynamically.":[133],"By":[134],"doing":[135],"so,":[136],"much":[137],"less":[138],"required":[142],"achieve":[144],"similar":[146],"other":[149,289],"schemes.":[152,293],"Next,":[153],"overcome":[155],"difficulty":[157],"perfectly":[159],"phase,":[167],"pipeline":[171],"mechanism":[172],"buffer,":[176],"which":[178],"are":[183],"performed":[184],"pipeline.":[186],"addition,":[188,295],"throughput,":[193],"adopt":[195],"traffic-aware":[197],"strategy":[199],"interference":[204],"HDD.":[206],"Finally,":[207],"further":[209],"SSD,":[218],"transforms":[220],"sequential":[225],"storing":[230],"with":[233,304],"log":[235],"structure.":[236],"uses":[239],"AVL":[241],"tree":[242],"structure":[243],"store":[245],"sequence":[247],"information":[248],"data.":[251],"We":[252],"have":[253],"implemented":[254],"prototype":[256],"based":[259],"on":[260],"OrangeFS":[261],"conducted":[263],"extensive":[264],"experiments.":[265],"The":[266],"experimental":[267],"results":[268],"show":[269],"our":[271],"save":[275,298],"average":[277],"50%":[279],"space":[281,302],"while":[282,312],"delivering":[283],"almost":[284],"same":[286],"common":[290],"about":[299],"20%":[300],"compared":[303],"previous":[306],"version":[307],"work,":[310],"SSDUP,":[311],"achieving":[313],"20\u201330%":[314],"higher":[315],"throughput":[317],"than":[318],"SSDUP.":[319]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}