{"id":"https://openalex.org/W4394999019","doi":"https://doi.org/10.1145/3620665.3640372","title":"Achieving Near-Zero Read Retry for 3D NAND Flash Memory","display_name":"Achieving Near-Zero Read Retry for 3D NAND Flash Memory","publication_year":2024,"publication_date":"2024-04-22","ids":{"openalex":"https://openalex.org/W4394999019","doi":"https://doi.org/10.1145/3620665.3640372"},"language":"en","primary_location":{"id":"doi:10.1145/3620665.3640372","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3620665.3640372","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2","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/A5044985024","display_name":"Min Ye","orcid":"https://orcid.org/0000-0001-5828-3806"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Min Ye","raw_affiliation_strings":["City University of Hong Kong, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"City University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100393695","display_name":"Qiao Li","orcid":"https://orcid.org/0000-0002-4579-4268"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiao Li","raw_affiliation_strings":["Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028849469","display_name":"Yina Lv","orcid":"https://orcid.org/0000-0003-3971-3123"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yina Lv","raw_affiliation_strings":["City University of Hong Kong, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"City University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436779","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0002-6299-4683"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["Peking University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076738375","display_name":"Tianyu Ren","orcid":"https://orcid.org/0000-0002-1185-5667"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Tianyu Ren","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038339208","display_name":"Daniel Wen","orcid":"https://orcid.org/0009-0009-0732-7034"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel Wen","raw_affiliation_strings":["YEESTOR Microelectronics Co., Ltd, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"YEESTOR Microelectronics Co., Ltd, Shenzhen, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056407308","display_name":"Tei\u2010Wei Kuo","orcid":"https://orcid.org/0000-0003-1974-0394"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tei-Wei Kuo","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101441768","display_name":"Chun Jason Xue","orcid":"https://orcid.org/0000-0002-6431-9868"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Chun Jason Xue","raw_affiliation_strings":["City University of Hong Kong / Mohamed bin Zayed University of Artificial Intelligence, Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"City University of Hong Kong / Mohamed bin Zayed University of Artificial Intelligence, Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5044985024"],"corresponding_institution_ids":["https://openalex.org/I168719708"],"apc_list":null,"apc_paid":null,"fwci":4.6334,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.95125075,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"55","last_page":"70"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9968000054359436,"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":0.9819999933242798,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/flash","display_name":"Flash (photography)","score":0.8362876176834106},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8024910092353821},{"id":"https://openalex.org/keywords/flash-file-system","display_name":"Flash file system","score":0.766893744468689},{"id":"https://openalex.org/keywords/flash-memory","display_name":"Flash memory","score":0.6419429183006287},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.6294492483139038},{"id":"https://openalex.org/keywords/nand-gate","display_name":"NAND gate","score":0.5412769317626953},{"id":"https://openalex.org/keywords/table","display_name":"Table (database)","score":0.5043703317642212},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.49161916971206665},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.48846617341041565},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.335737407207489},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.33029165863990784},{"id":"https://openalex.org/keywords/computer-memory","display_name":"Computer memory","score":0.15631356835365295},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1429375410079956},{"id":"https://openalex.org/keywords/logic-gate","display_name":"Logic gate","score":0.12844499945640564},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10902553796768188}],"concepts":[{"id":"https://openalex.org/C2777526259","wikidata":"https://www.wikidata.org/wiki/Q221836","display_name":"Flash (photography)","level":2,"score":0.8362876176834106},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8024910092353821},{"id":"https://openalex.org/C27670709","wikidata":"https://www.wikidata.org/wiki/Q5457555","display_name":"Flash file system","level":4,"score":0.766893744468689},{"id":"https://openalex.org/C2776531357","wikidata":"https://www.wikidata.org/wiki/Q174077","display_name":"Flash memory","level":2,"score":0.6419429183006287},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.6294492483139038},{"id":"https://openalex.org/C124296912","wikidata":"https://www.wikidata.org/wiki/Q575178","display_name":"NAND gate","level":3,"score":0.5412769317626953},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.5043703317642212},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.49161916971206665},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.48846617341041565},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.335737407207489},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.33029165863990784},{"id":"https://openalex.org/C92855701","wikidata":"https://www.wikidata.org/wiki/Q5830907","display_name":"Computer memory","level":3,"score":0.15631356835365295},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1429375410079956},{"id":"https://openalex.org/C131017901","wikidata":"https://www.wikidata.org/wiki/Q170451","display_name":"Logic gate","level":2,"score":0.12844499945640564},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10902553796768188},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C98986596","wikidata":"https://www.wikidata.org/wiki/Q1143031","display_name":"Semiconductor memory","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3620665.3640372","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3620665.3640372","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 2","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1553622981","https://openalex.org/W1964275247","https://openalex.org/W1984463050","https://openalex.org/W2003314673","https://openalex.org/W2010390358","https://openalex.org/W2014536047","https://openalex.org/W2046728630","https://openalex.org/W2047997537","https://openalex.org/W2055550117","https://openalex.org/W2063832396","https://openalex.org/W2079369525","https://openalex.org/W2090993682","https://openalex.org/W2315706183","https://openalex.org/W2524846051","https://openalex.org/W2612789561","https://openalex.org/W2623407995","https://openalex.org/W2794657861","https://openalex.org/W2898690264","https://openalex.org/W2917201421","https://openalex.org/W2921558526","https://openalex.org/W2946710960","https://openalex.org/W2949251802","https://openalex.org/W2962844766","https://openalex.org/W2969440538","https://openalex.org/W2980072139","https://openalex.org/W2994616148","https://openalex.org/W3005720814","https://openalex.org/W3006257421","https://openalex.org/W3033819328","https://openalex.org/W3036777008","https://openalex.org/W3039374431","https://openalex.org/W3106304288","https://openalex.org/W3119951918","https://openalex.org/W3154447666","https://openalex.org/W3155143326","https://openalex.org/W3214164816","https://openalex.org/W4220661181","https://openalex.org/W4220732928","https://openalex.org/W4221004587","https://openalex.org/W4235079358","https://openalex.org/W4241254990","https://openalex.org/W4289599030","https://openalex.org/W4312381018","https://openalex.org/W4360605508","https://openalex.org/W4360605780","https://openalex.org/W4360831969","https://openalex.org/W4361200058","https://openalex.org/W4378364886","https://openalex.org/W6806560770"],"related_works":["https://openalex.org/W2054139911","https://openalex.org/W164278522","https://openalex.org/W1577524679","https://openalex.org/W2606330551","https://openalex.org/W2162027152","https://openalex.org/W2101851311","https://openalex.org/W2391055460","https://openalex.org/W2085734125","https://openalex.org/W1994190181","https://openalex.org/W2378293894"],"abstract_inverted_index":{"As":[0],"the":[1,56,78,81,98,127,136,146,155,175,186],"flash-based":[2],"storage":[3],"devices":[4],"age":[5],"with":[6,166],"program/erase":[7],"(P/E)":[8],"cycles,":[9,173],"they":[10],"require":[11],"an":[12],"increasing":[13],"number":[14,157],"of":[15,30,66,85,158],"read":[16,26,37,44,57,83,86,117,124,137,159,181],"retries":[17,160,182],"for":[18,48,77,89,109,134,164],"error":[19,60],"correction,":[20],"which":[21,72],"in":[22],"turn":[23],"deteriorates":[24],"their":[25],"performance.":[27,38],"The":[28],"design":[29],"read-retry":[31],"methods":[32],"is":[33,188],"critical":[34],"to":[35,54,104,120,161,190],"flash":[36,40,68,111,142,187],"Current":[39],"chips":[41,143],"embed":[42],"pre-defined":[43],"retry":[45,118],"tables":[46,52],"(RRT)":[47],"retry,":[49],"but":[50],"these":[51],"fail":[53],"consider":[55],"granularity":[58],"and":[59,97],"behaviors.":[61],"We":[62,113],"characterize":[63],"different":[64],"types":[65],"real":[67,141],"chips,":[69],"based":[70],"on":[71,140,183],"we":[73,100],"further":[74],"develop":[75],"models":[76],"correlation":[79],"among":[80],"optimal":[82],"offsets":[84],"voltages":[87,125],"required":[88],"reading":[90],"each":[91,110],"page.":[92],"By":[93],"leveraging":[94],"characterization":[95],"observations":[96],"models,":[99],"propose":[101],"a":[102,106,115,131],"methodology":[103,148],"generate":[105],"tailored":[107],"RRT":[108],"model.":[112],"introduce":[114],"dynamic":[116],"procedure":[119],"pick":[121],"up":[122],"proper":[123],"from":[126],"table,":[128],"followed":[129],"by":[130],"proximity-search":[132],"method":[133],"fine-tuning":[135],"offsets.":[138],"Experiments":[139],"show":[144],"that":[145],"proposed":[147],"can":[149],"achieve":[150],"near-zero":[151],"retries.":[152],"It":[153],"reduces":[154],"average":[156,184],"below":[162],"0.003":[163],"data":[165],"high":[167],"retention":[168],"time":[169],"at":[170],"8K":[171],"P/E":[172,192],"whereas":[174],"state-of-the-art":[176],"approaches":[177],"incur":[178],"over":[179],"3":[180],"once":[185],"aged":[189],"3K":[191],"cycles.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
