{"id":"https://openalex.org/W7136424084","doi":"https://doi.org/10.48550/arxiv.2603.12435","title":"DiscoRD: An Experimental Methodology for Quickly Discovering the Reliable Read Disturbance Threshold of Real DRAM Chips","display_name":"DiscoRD: An Experimental Methodology for Quickly Discovering the Reliable Read Disturbance Threshold of Real DRAM Chips","publication_year":2026,"publication_date":"2026-03-12","ids":{"openalex":"https://openalex.org/W7136424084","doi":"https://doi.org/10.48550/arxiv.2603.12435"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2603.12435","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.12435","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2603.12435","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056716458","display_name":"Ataberk Olgun","orcid":"https://orcid.org/0000-0001-5333-5726"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Olgun, Ataberk","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129398215","display_name":"F. Nisa Bostanci","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bostanci, F. Nisa","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041744643","display_name":"\u0130smail Emir Y\u00fcksel","orcid":"https://orcid.org/0000-0003-3310-4423"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuksel, Ismail Emir","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070892312","display_name":"Haocong Luo","orcid":"https://orcid.org/0009-0009-0849-8724"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luo, Haocong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129546120","display_name":"Minesh Patel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patel, Minesh","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5129609402","display_name":"A. Giray Yaglikci","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yaglikci, A. Giray","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5129509188","display_name":"Onur Mutlu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mutlu, Onur","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11005","display_name":"Radiation Effects in Electronics","score":0.5813999772071838,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11005","display_name":"Radiation Effects in Electronics","score":0.5813999772071838,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11424","display_name":"Security and Verification in Computing","score":0.26899999380111694,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.06199999898672104,"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/dram","display_name":"Dram","score":0.8701000213623047},{"id":"https://openalex.org/keywords/disturbance","display_name":"Disturbance (geology)","score":0.8403000235557556},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5340999960899353},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5184999704360962},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4884999990463257},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.43619999289512634},{"id":"https://openalex.org/keywords/error-detection-and-correction","display_name":"Error detection and correction","score":0.40049999952316284},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.3702000081539154}],"concepts":[{"id":"https://openalex.org/C7366592","wikidata":"https://www.wikidata.org/wiki/Q1255620","display_name":"Dram","level":2,"score":0.8701000213623047},{"id":"https://openalex.org/C2777601987","wikidata":"https://www.wikidata.org/wiki/Q5283581","display_name":"Disturbance (geology)","level":2,"score":0.8403000235557556},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7936999797821045},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5340999960899353},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5184999704360962},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4884999990463257},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.43619999289512634},{"id":"https://openalex.org/C103088060","wikidata":"https://www.wikidata.org/wiki/Q1062839","display_name":"Error detection and correction","level":2,"score":0.40049999952316284},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.39590001106262207},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.3702000081539154},{"id":"https://openalex.org/C118702147","wikidata":"https://www.wikidata.org/wiki/Q189396","display_name":"Dynamic random-access memory","level":3,"score":0.3637000024318695},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.3603000044822693},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.3239000141620636},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3237000107765198},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3212999999523163},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3167000114917755},{"id":"https://openalex.org/C135598885","wikidata":"https://www.wikidata.org/wiki/Q1366302","display_name":"Row","level":2,"score":0.31619998812675476},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.2890999913215637},{"id":"https://openalex.org/C87907426","wikidata":"https://www.wikidata.org/wiki/Q6815755","display_name":"Memory refresh","level":4,"score":0.28439998626708984},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.27140000462532043},{"id":"https://openalex.org/C176649486","wikidata":"https://www.wikidata.org/wiki/Q2308807","display_name":"Memory management","level":3,"score":0.2662000060081482},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.26109999418258667}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2603.12435","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.12435","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2603.12435","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2603.12435","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7848218083381653}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"State-of-the-art":[0],"DRAM":[1,46,113],"read":[2,8,24,34,77,124,137,177,219,232,254],"disturbance":[3,9,25,35,78,125,138,178,220,233,255],"mitigations":[4],"rely":[5],"on":[6,88,155,188],"the":[7,13,22,42,89,106,129,184,195,247],"threshold":[10],"(RDT)":[11],"(e.g.,":[12],"number":[14],"of":[15,44,92,108,110,112,116,131,197],"aggressor":[16],"row":[17,47,200],"activations":[18],"needed":[19],"to":[20,27,69,225,244],"induce":[21],"first":[23],"bitflip)":[26],"securely":[28],"and":[29,31,39,63,71,75,127,168,175,191,216,228],"performance-":[30,62],"energy-efficiently":[32],"prevent":[33],"bitflips.":[36],"However,":[37],"accurately":[38],"exhaustively":[40],"characterizing":[41],"RDT":[43,56,107,196],"every":[45],"in":[48],"a":[49,73,136,143,156],"chip":[50],"is":[51,57,68,140],"time":[52],"intensive.":[53],"Rapidly":[54],"determining":[55],"important":[58,224],"for":[59,123,253],"enabling":[60],"secure,":[61],"energy-efficient":[64,229],"systems.":[65],"Our":[66,206],"goal":[67],"develop":[70,85,119],"evaluate":[72,128],"reliable":[74],"rapid":[76],"testing":[79],"methodology.":[80],"To":[81],"that":[82,152,209,237,241],"end,":[83],"we":[84,104,150,193],"DiscoRD":[86,238],"building":[87],"key":[90],"results":[91,207],"an":[93,120],"extensive":[94],"experimental":[95],"characterization":[96],"study":[97],"using":[98,142],"212":[99],"real":[100],"DDR4":[101],"chips":[102],"whereby":[103],"measure":[105],"hundreds":[109],"thousands":[111],"rows":[114],"millions":[115],"times.":[117],"We":[118,235],"empirical":[121],"model":[122,149],"bitflips":[126],"probability":[130,167],"read-disturbance-induced":[132],"uncorrectable":[133,165],"errors":[134],"when":[135],"mechanism":[139],"configured":[141],"single":[144],"$RDT_{min}$":[145],"measurement.":[146],"Using":[147],"this":[148],"demonstrate":[151],"1)":[153],"relying":[154],"lightweight":[157],"error-correcting":[158],"code":[159],"(ECC)":[160],"alone":[161],"yields":[162],"relatively":[163],"high":[164],"error":[166,185,210],"2)":[169],"combining":[170],"ECC,":[171],"infrequent":[172],"memory":[173,212],"scrubbing,":[174,213],"configurable":[176,218],"mitigation":[179,221,256],"mechanisms":[180],"can":[181,201],"greatly":[182],"reduce":[183],"probability.":[186],"Building":[187],"our":[189],"observations":[190],"analyses,":[192],"discuss":[194],"each":[198],"individual":[199],"be":[202],"identified":[203],"more":[204],"precisely.":[205],"show":[208],"tolerance,":[211],"online":[214],"profiling,":[215],"run-time":[217],"techniques":[222],"are":[223],"enable":[226],"secure":[227],"spatial-variation":[230],"aware":[231],"mitigations.":[234],"hope":[236],"drives":[239],"research":[240],"enables":[242],"us":[243],"quantitatively":[245],"navigate":[246],"performance/cost":[248],"-":[249],"reliability":[250],"tradeoff":[251],"space":[252],"techniques.":[257]},"counts_by_year":[],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2026-03-17T00:00:00"}
