{"id":"https://openalex.org/W4281756926","doi":"https://doi.org/10.1145/3489048.3530963","title":"An Enterprise-Grade Open-Source Data Reduction Architecture for All-Flash Storage Systems","display_name":"An Enterprise-Grade Open-Source Data Reduction Architecture for All-Flash Storage Systems","publication_year":2022,"publication_date":"2022-06-02","ids":{"openalex":"https://openalex.org/W4281756926","doi":"https://doi.org/10.1145/3489048.3530963"},"language":"en","primary_location":{"id":"doi:10.1145/3489048.3530963","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3489048.3530963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems","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/A5062301349","display_name":"Mohammadamin Ajdari","orcid":"https://orcid.org/0000-0003-1639-9303"},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Mohammadamin Ajdari","raw_affiliation_strings":["Sharif University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007132363","display_name":"Patrick Raaf","orcid":"https://orcid.org/0000-0002-1002-9734"},"institutions":[{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Patrick Raaf","raw_affiliation_strings":["Johannes Gutenberg University, Mainz, Germany"],"affiliations":[{"raw_affiliation_string":"Johannes Gutenberg University, Mainz, Germany","institution_ids":["https://openalex.org/I197323543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079868494","display_name":"Mostafa Kishani","orcid":"https://orcid.org/0000-0002-1900-9916"},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mostafa Kishani","raw_affiliation_strings":["Sharif University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035287543","display_name":"Reza Salkhordeh","orcid":"https://orcid.org/0000-0003-3786-7102"},"institutions":[{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Reza Salkhordeh","raw_affiliation_strings":["Johannes Gutenberg University, Mainz, Germany"],"affiliations":[{"raw_affiliation_string":"Johannes Gutenberg University, Mainz, Germany","institution_ids":["https://openalex.org/I197323543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088069234","display_name":"Hossein Asadi","orcid":"https://orcid.org/0000-0002-0264-3865"},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hossein Asadi","raw_affiliation_strings":["Sharif University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011466225","display_name":"Andr\u00e9 Brinkmann","orcid":"https://orcid.org/0000-0003-3083-2775"},"institutions":[{"id":"https://openalex.org/I197323543","display_name":"Johannes Gutenberg University Mainz","ror":"https://ror.org/023b0x485","country_code":"DE","type":"education","lineage":["https://openalex.org/I197323543"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Brinkmann","raw_affiliation_strings":["Johannes Gutenberg University, Mainz, Germany"],"affiliations":[{"raw_affiliation_string":"Johannes Gutenberg University, Mainz, Germany","institution_ids":["https://openalex.org/I197323543"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5062301349"],"corresponding_institution_ids":["https://openalex.org/I133529467"],"apc_list":null,"apc_paid":null,"fwci":0.2764,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54684262,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"59","last_page":"60"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","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/T11181","display_name":"Advanced Data Storage Technologies","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/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9930999875068665,"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/T11478","display_name":"Caching and Content Delivery","score":0.9818000197410583,"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":0.7549844980239868},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.6900771260261536},{"id":"https://openalex.org/keywords/stack","display_name":"Stack (abstract data type)","score":0.6240794062614441},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.5793150663375854},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.5299060344696045},{"id":"https://openalex.org/keywords/raid","display_name":"RAID","score":0.5294133424758911},{"id":"https://openalex.org/keywords/flash","display_name":"Flash (photography)","score":0.4987452030181885},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.4686785340309143},{"id":"https://openalex.org/keywords/enterprise-data-management","display_name":"Enterprise data management","score":0.4378058910369873},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.37412235140800476},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2755492925643921},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.27362197637557983},{"id":"https://openalex.org/keywords/enterprise-information-system","display_name":"Enterprise information system","score":0.15879863500595093}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7549844980239868},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.6900771260261536},{"id":"https://openalex.org/C9395851","wikidata":"https://www.wikidata.org/wiki/Q177929","display_name":"Stack (abstract data type)","level":2,"score":0.6240794062614441},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.5793150663375854},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.5299060344696045},{"id":"https://openalex.org/C133320665","wikidata":"https://www.wikidata.org/wiki/Q179299","display_name":"RAID","level":2,"score":0.5294133424758911},{"id":"https://openalex.org/C2777526259","wikidata":"https://www.wikidata.org/wiki/Q221836","display_name":"Flash (photography)","level":2,"score":0.4987452030181885},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.4686785340309143},{"id":"https://openalex.org/C136227091","wikidata":"https://www.wikidata.org/wiki/Q5380376","display_name":"Enterprise data management","level":3,"score":0.4378058910369873},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.37412235140800476},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2755492925643921},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.27362197637557983},{"id":"https://openalex.org/C27295321","wikidata":"https://www.wikidata.org/wiki/Q831795","display_name":"Enterprise information system","level":2,"score":0.15879863500595093},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3489048.3530963","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3489048.3530963","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Abstract Proceedings of the 2022 ACM SIGMETRICS/IFIP PERFORMANCE Joint International Conference on Measurement and Modeling of Computer Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4281666628"],"related_works":["https://openalex.org/W2390710122","https://openalex.org/W2086205578","https://openalex.org/W2190311755","https://openalex.org/W2126371355","https://openalex.org/W2373540784","https://openalex.org/W2394171788","https://openalex.org/W2386234490","https://openalex.org/W2170711884","https://openalex.org/W3013296895","https://openalex.org/W4284880205"],"abstract_inverted_index":{"Data":[0],"reduction":[1,55],"technologies":[2],"have":[3],"proven":[4],"their":[5],"effectiveness":[6],"to":[7,85,101,109,126,139],"decrease":[8],"the":[9,22,65,69,72,87,104,110,130],"ever-growing":[10],"demands":[11],"on":[12,43,64],"storage":[13,47,106],"system":[14,23,49],"capacities,":[15],"but":[16],"also":[17],"introduce":[18],"new":[19,95],"complexity":[20],"in":[21,119],"I/O":[24],"stack":[25,75,107],"that":[26],"can":[27],"easily":[28],"invalidate":[29],"well-known":[30],"best":[31],"practices.":[32],"In":[33],"this":[34],"paper,":[35],"we":[36,123],"conduct":[37],"an":[38,44,52,120,144],"extensive":[39],"set":[40],"of":[41,89,103],"experiments":[42],"enterprise":[45,105,121],"all-flash":[46],"(AFS)":[48],"equipped":[50],"with":[51,76,133],"open-source":[53],"data":[54,78,135,149],"module,":[56],"i.e.,":[57],"RedHat":[58],"VDO,":[59],"and":[60,71,137],"reveal":[61],"novel":[62],"observations":[63],"performance":[66,88],"gap":[67],"between":[68],"state-of-the-art":[70],"optimal":[73,96],"AFS":[74,132,146],"integrated":[77,134],"reduction.":[79],"We":[80],"then":[81],"offer":[82],"cross-layer":[83],"optimizations":[84,118],"enhance":[86],"AFS,":[90,122],"which":[91],"range":[92],"from":[93],"deriving":[94],"hardware":[97],"RAID":[98],"configurations":[99],"up":[100,125,138],"modifications":[102],"tailored":[108],"major":[111],"bottlenecks":[112],"observed.":[113],"By":[114],"implementing":[115],"all":[116],"proposed":[117],"show":[124],"12.5x":[127],"speedup":[128],"over":[129,143],"baseline":[131],"reduction,":[136],"57x":[140],"performance/cost":[141],"improvement":[142],"optimized":[145],"(with":[147],"no":[148],"reduction)":[150],"for":[151],"100%":[152],"write,":[153],"high-reduction":[154],"workload":[155],"scenarios.":[156]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}