{"id":"https://openalex.org/W2538462262","doi":"https://doi.org/10.1145/2966986.2980080","title":"Dynamic reliability management for near-threshold dark silicon processors","display_name":"Dynamic reliability management for near-threshold dark silicon processors","publication_year":2016,"publication_date":"2016-10-18","ids":{"openalex":"https://openalex.org/W2538462262","doi":"https://doi.org/10.1145/2966986.2980080","mag":"2538462262"},"language":"en","primary_location":{"id":"doi:10.1145/2966986.2980080","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2966986.2980080","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2980080&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th International Conference on Computer-Aided Design","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dl.acm.org/ft_gateway.cfm?id=2980080&type=pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100412370","display_name":"Taeyoung Kim","orcid":"https://orcid.org/0000-0002-8353-1776"},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]},{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Taeyoung Kim","raw_affiliation_strings":["University of California","Department of Computer Science and Engineering, University of California, Riverside, 92521, United States of America"],"affiliations":[{"raw_affiliation_string":"University of California","institution_ids":["https://openalex.org/I2803209242"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, University of California, Riverside, 92521, United States of America","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027081374","display_name":"Zeyu Sun","orcid":"https://orcid.org/0000-0001-7465-1824"},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]},{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zeyu Sun","raw_affiliation_strings":["University of California","Department of Electrical and Computer Engineering, University of California, Riverside, 92521, United States of America"],"affiliations":[{"raw_affiliation_string":"University of California","institution_ids":["https://openalex.org/I2803209242"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Riverside, 92521, United States of America","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013935639","display_name":"Chase Cook","orcid":"https://orcid.org/0000-0002-0734-8398"},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]},{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chase Cook","raw_affiliation_strings":["University of California","Department of Electrical and Computer Engineering, University of California, Riverside, 92521, United States of America"],"affiliations":[{"raw_affiliation_string":"University of California","institution_ids":["https://openalex.org/I2803209242"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Riverside, 92521, United States of America","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082238646","display_name":"Jagadeesh Gaddipati","orcid":null},"institutions":[{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]},{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jagadeesh Gaddipati","raw_affiliation_strings":["University of California","Department of Electrical and Computer Engineering, University of California, Riverside, 92521, United States of America"],"affiliations":[{"raw_affiliation_string":"University of California","institution_ids":["https://openalex.org/I2803209242"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Riverside, 92521, United States of America","institution_ids":["https://openalex.org/I103635307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100452499","display_name":"Hai Wang","orcid":"https://orcid.org/0000-0002-4003-2758"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Wang","raw_affiliation_strings":["School of Microelectronics and Solid-State Electronics, UESTC, Chengdu, China","School of Microelectronics and Solid-State Electronics, UESTC, Chengdu 610054, China"],"affiliations":[{"raw_affiliation_string":"School of Microelectronics and Solid-State Electronics, UESTC, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Microelectronics and Solid-State Electronics, UESTC, Chengdu 610054, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030264455","display_name":"Hai\u2010Bao Chen","orcid":"https://orcid.org/0000-0001-7046-3455"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haibao Chen","raw_affiliation_strings":["Shanghai Jiao Tong University, Shanghai, China","Department of Micro/Nano-electronics, Shanghai Jiao Tong University, 200240, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Micro/Nano-electronics, Shanghai Jiao Tong University, 200240, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058844682","display_name":"Sheldon X.-D. Tan","orcid":"https://orcid.org/0000-0003-2119-6869"},"institutions":[{"id":"https://openalex.org/I2803209242","display_name":"University of California System","ror":"https://ror.org/00pjdza24","country_code":"US","type":"education","lineage":["https://openalex.org/I2803209242"]},{"id":"https://openalex.org/I103635307","display_name":"University of California, Riverside","ror":"https://ror.org/03nawhv43","country_code":"US","type":"education","lineage":["https://openalex.org/I103635307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheldon X.-D. Tan","raw_affiliation_strings":["University of California","Department of Electrical and Computer Engineering, University of California, Riverside, 92521, United States of America"],"affiliations":[{"raw_affiliation_string":"University of California","institution_ids":["https://openalex.org/I2803209242"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California, Riverside, 92521, United States of America","institution_ids":["https://openalex.org/I103635307"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100412370"],"corresponding_institution_ids":["https://openalex.org/I103635307","https://openalex.org/I2803209242"],"apc_list":null,"apc_paid":null,"fwci":0.9188,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.78408046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10472","display_name":"Semiconductor materials and devices","score":1.0,"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/T10472","display_name":"Semiconductor materials and devices","score":1.0,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9998000264167786,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9997000098228455,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.6714550256729126},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6323229074478149},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5834270119667053},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.526548445224762},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5206922292709351},{"id":"https://openalex.org/keywords/dynamic-programming","display_name":"Dynamic programming","score":0.4751420021057129},{"id":"https://openalex.org/keywords/electromigration","display_name":"Electromigration","score":0.4571400284767151},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4210847020149231},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41465669870376587},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.41405731439590454},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.374455988407135},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2565405070781708},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2217707633972168},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20252299308776855},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12534669041633606}],"concepts":[{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.6714550256729126},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6323229074478149},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5834270119667053},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.526548445224762},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5206922292709351},{"id":"https://openalex.org/C37404715","wikidata":"https://www.wikidata.org/wiki/Q380679","display_name":"Dynamic programming","level":2,"score":0.4751420021057129},{"id":"https://openalex.org/C138055206","wikidata":"https://www.wikidata.org/wiki/Q1319010","display_name":"Electromigration","level":2,"score":0.4571400284767151},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4210847020149231},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41465669870376587},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.41405731439590454},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.374455988407135},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2565405070781708},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2217707633972168},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20252299308776855},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12534669041633606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2966986.2980080","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2966986.2980080","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2980080&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th International Conference on Computer-Aided Design","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2966986.2980080","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2966986.2980080","pdf_url":"http://dl.acm.org/ft_gateway.cfm?id=2980080&type=pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 35th International Conference on Computer-Aided Design","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G2033117526","display_name":null,"funder_award_id":"2013-TJ-2417","funder_id":"https://openalex.org/F4320306087","funder_display_name":"Semiconductor Research Corporation"},{"id":"https://openalex.org/G4788990755","display_name":null,"funder_award_id":"CCF-1527324, CCF-1255899","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8380321884","display_name":null,"funder_award_id":"HR0011-16-2-0009","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306087","display_name":"Semiconductor Research Corporation","ror":"https://ror.org/047z4n946"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2538462262.pdf","grobid_xml":"https://content.openalex.org/works/W2538462262.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W272534615","https://openalex.org/W1645422805","https://openalex.org/W1890614305","https://openalex.org/W1998525920","https://openalex.org/W2006312753","https://openalex.org/W2007719944","https://openalex.org/W2025392738","https://openalex.org/W2027189346","https://openalex.org/W2029040443","https://openalex.org/W2031853729","https://openalex.org/W2034062945","https://openalex.org/W2044771513","https://openalex.org/W2077036969","https://openalex.org/W2083090974","https://openalex.org/W2107789747","https://openalex.org/W2113375885","https://openalex.org/W2129960401","https://openalex.org/W2132729131","https://openalex.org/W2150608324","https://openalex.org/W2154857344","https://openalex.org/W2168159483","https://openalex.org/W2168469872","https://openalex.org/W2170382128","https://openalex.org/W2347205803","https://openalex.org/W3139377883","https://openalex.org/W4237030520","https://openalex.org/W4240401033","https://openalex.org/W4253995697"],"related_works":["https://openalex.org/W2004615523","https://openalex.org/W2055638565","https://openalex.org/W2138118262","https://openalex.org/W4229007131","https://openalex.org/W2542708587","https://openalex.org/W2364197307","https://openalex.org/W4381800218","https://openalex.org/W2034853009","https://openalex.org/W2381557379","https://openalex.org/W2768698792"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"we":[3,50],"propose":[4,51],"a":[5,52,184],"new":[6,53,77,125,193,250],"dynamic":[7],"reliability":[8],"management":[9],"(DRM)":[10],"techniques":[11],"at":[12,47,137,204,258],"the":[13,31,37,45,48,87,102,112,115,121,138,160,175,192,201,205,223,244,249,259],"system":[14,139,142],"level":[15,143],"for":[16,62],"emerging":[17],"low":[18],"power":[19,152,238],"dark":[20,162,187],"silicon":[21,163,188],"manycore":[22],"microprocessors":[23],"operating":[24],"in":[25,44,83,109],"near-threshold":[26,186],"region.":[27],"We":[28,219],"mainly":[29],"consider":[30,59],"electromigration":[32],"(EM)":[33],"failures.":[34],"To":[35],"leverage":[36],"EM":[38,71,127,148,195,211],"recovery":[39,60,126,202,245],"effects,":[40],"which":[41],"was":[42],"ignored":[43],"past,":[46],"system-level,":[49],"equivalent":[54,78,88,104,194],"DC":[55,79,105,196],"current":[56,65,80,106],"model":[57,72,128],"to":[58,133,151,235],"effects":[61,203,246],"general":[63],"time-varying":[64],"waveforms":[66,119],"so":[67,93,207],"that":[68,94,191,208,222],"existing":[69],"compact":[70],"can":[73,129,198,215,228,253],"be":[74,134,216],"applied.":[75],"The":[76,124,141,169],"is":[81,91,107,156,172],"calculated":[82,92],"two":[84],"steps:":[85],"firstly,":[86],"square":[89,118],"waveform":[90],"peak":[95],"and":[96,153,166,213,231,240,265],"terminal":[97],"stresses":[98],"are":[99,247],"matched,":[100],"secondly,":[101],"parameterized":[103],"derived":[108],"terms":[110],"of":[111,114,261],"parameters":[113],"periodic":[116],"fitted":[117],"from":[120],"first":[122],"step.":[123],"allow":[130],"EM-induced":[131],"lifetime":[132,149,212,257],"better":[135],"managed":[136],"level.":[140],"energy":[144,226,233,264],"optimization":[145,227,251],"problem":[146,171],"considering":[147],"subject":[150,234],"performance":[154,241,268],"constraints":[155],"framed":[157],"by":[158,174],"seeking":[159],"best":[161],"cores'":[164],"voltage":[165],"on/off":[167],"status.":[168],"resulting":[170],"solved":[173],"State-Action-Reward-State-Action":[176],"(SARSA)":[177],"reinforcement":[178],"learning":[179],"algorithm.":[180],"Experimental":[181],"results":[182],"on":[183],"64-core":[185],"processor":[189],"show":[190,221],"currents":[197],"fully":[199],"exhibit":[200],"system-level":[206],"trade-off":[209],"between":[210],"energy/performance":[214],"easily":[217],"made.":[218],"further":[220],"proposed":[224],"learning-based":[225],"effectively":[229],"manage":[230],"optimize":[232],"reliability,":[236],"given":[237],"budget":[239],"limits.":[242],"When":[243],"considered,":[248],"method":[252],"achieve":[254],"8.6&#x00D7;":[255],"longer":[256],"costs":[260],"2.0&#x00D7;":[262],"more":[263,267],"3.3&#x00D7;":[266],"degradation.":[269]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
