{"id":"https://openalex.org/W2530692330","doi":"https://doi.org/10.1109/tmscs.2016.2617343","title":"Exploiting the Potential of Computation Reuse Through Approximate Computing","display_name":"Exploiting the Potential of Computation Reuse Through Approximate Computing","publication_year":2016,"publication_date":"2016-10-13","ids":{"openalex":"https://openalex.org/W2530692330","doi":"https://doi.org/10.1109/tmscs.2016.2617343","mag":"2530692330"},"language":"en","primary_location":{"id":"doi:10.1109/tmscs.2016.2617343","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmscs.2016.2617343","pdf_url":null,"source":{"id":"https://openalex.org/S4210201583","display_name":"IEEE Transactions on Multi-Scale Computing Systems","issn_l":"2332-7766","issn":["2332-7766","2372-207X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multi-Scale Computing Systems","raw_type":"journal-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/A5101635425","display_name":"Xin He","orcid":"https://orcid.org/0000-0001-9280-1208"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin He","raw_affiliation_strings":["State Key Laboratory of Computer Architecture, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Architecture, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034121567","display_name":"Shuhao Jiang","orcid":"https://orcid.org/0000-0002-7706-063X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuhao Jiang","raw_affiliation_strings":["State Key Laboratory of Computer Architecture, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Architecture, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102393841","display_name":"Wenyan L\u00fc","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyan Lu","raw_affiliation_strings":["State Key Laboratory of Computer Architecture, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Architecture, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015435942","display_name":"Guihai Yan","orcid":"https://orcid.org/0000-0002-1254-3278"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guihai Yan","raw_affiliation_strings":["State Key Laboratory of Computer Architecture, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Architecture, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101129828","display_name":"Yinhe Han","orcid":"https://orcid.org/0009-0009-8044-6611"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yinhe Han","raw_affiliation_strings":["State Key Laboratory of Computer Architecture, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Architecture, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023380073","display_name":"Xiaowei Li","orcid":"https://orcid.org/0000-0002-0874-814X"},"institutions":[{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Li","raw_affiliation_strings":["State Key Laboratory of Computer Architecture, University of Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Computer Architecture, University of Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210165038"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101635425"],"corresponding_institution_ids":["https://openalex.org/I4210165038"],"apc_list":null,"apc_paid":null,"fwci":1.892,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.85405304,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"3","issue":"3","first_page":"152","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9998000264167786,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9994999766349792,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9983999729156494,"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/computation","display_name":"Computation","score":0.8139370083808899},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.6901785135269165},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6821348667144775},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.6817038059234619},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.4352274537086487},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41333654522895813},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4115438461303711}],"concepts":[{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.8139370083808899},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.6901785135269165},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6821348667144775},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.6817038059234619},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.4352274537086487},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41333654522895813},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4115438461303711},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmscs.2016.2617343","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmscs.2016.2617343","pdf_url":null,"source":{"id":"https://openalex.org/S4210201583","display_name":"IEEE Transactions on Multi-Scale Computing Systems","issn_l":"2332-7766","issn":["2332-7766","2372-207X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multi-Scale Computing Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1051257415","display_name":null,"funder_award_id":"61432017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1172691215","display_name":null,"funder_award_id":"61522406","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1795454165","display_name":null,"funder_award_id":"61221062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2122852399","display_name":null,"funder_award_id":"61532017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4853362136","display_name":null,"funder_award_id":"61572470","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6496145672","display_name":null,"funder_award_id":"61376043","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7181024573","display_name":null,"funder_award_id":"Y404441000","funder_id":"https://openalex.org/F4320322847","funder_display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences"},{"id":"https://openalex.org/G8380396287","display_name":null,"funder_award_id":"61521092","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"},{"id":"https://openalex.org/F4320322847","display_name":"Youth Innovation Promotion Association of the Chinese Academy of Sciences","ror":"https://ror.org/031141b54"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1656779964","https://openalex.org/W1967922496","https://openalex.org/W1980535613","https://openalex.org/W1981473264","https://openalex.org/W2003957094","https://openalex.org/W2023662626","https://openalex.org/W2026764611","https://openalex.org/W2043657505","https://openalex.org/W2062143991","https://openalex.org/W2066146066","https://openalex.org/W2076536455","https://openalex.org/W2086329118","https://openalex.org/W2095667776","https://openalex.org/W2095872092","https://openalex.org/W2110535328","https://openalex.org/W2113457950","https://openalex.org/W2115592207","https://openalex.org/W2124583227","https://openalex.org/W2129523505","https://openalex.org/W2130052807","https://openalex.org/W2137462938","https://openalex.org/W2140865427","https://openalex.org/W2144334298","https://openalex.org/W2144495364","https://openalex.org/W2166773037","https://openalex.org/W2167258273","https://openalex.org/W2168429197","https://openalex.org/W2168530252","https://openalex.org/W2170472255","https://openalex.org/W2187230075","https://openalex.org/W2188276367","https://openalex.org/W2487770199","https://openalex.org/W4205579859","https://openalex.org/W4234974086","https://openalex.org/W4243796480","https://openalex.org/W4246966951","https://openalex.org/W4250893082","https://openalex.org/W4251734878","https://openalex.org/W4253172818","https://openalex.org/W4254893742","https://openalex.org/W6636812984","https://openalex.org/W6686956497","https://openalex.org/W6823702152"],"related_works":["https://openalex.org/W2317245370","https://openalex.org/W4249323025","https://openalex.org/W198851386","https://openalex.org/W1980160788","https://openalex.org/W2030310580","https://openalex.org/W947442053","https://openalex.org/W2148915962","https://openalex.org/W2283866686","https://openalex.org/W27867058","https://openalex.org/W2948365806"],"abstract_inverted_index":{"Approximate":[0],"computing,":[1],"which":[2],"tackles":[3],"tradeoff":[4],"between":[5,157],"computation":[6,11,71,105,110,134,199,214],"quality":[7],"(e.g.,":[8],"accuracy)":[9],"and":[10,24,197,219],"efforts,":[12],"is":[13],"becoming":[14],"a":[15,41,163,174,186,227],"promising":[16],"technique":[17,168],"to":[18,49,88,91,108,123,137,154,169,192],"improve":[19],"performance":[20],"for":[21,94,112,216,226],"many":[22],"mission-non-critical":[23],"error-tolerant":[25],"applications.":[26],"The":[27,81],"computations":[28,38,86],"in":[29,77,98,121],"such":[30,54],"applications":[31],"usually":[32],"exhibit":[33],"superior":[34],"value":[35],"locality,":[36],"i.e.,":[37],"performed":[39],"by":[40,127],"function":[42],"or":[43],"code":[44],"region":[45],"are":[46,66,74],"very":[47],"likely":[48],"produce":[50],"\u201csimilar\u201d":[51],"results.":[52],"Reusing":[53],"similar":[55,198],"results":[56,65,202],"can":[57],"bypass":[58],"redundant":[59],"computations,":[60],"as":[61,63],"long":[62],"\u201cexact\u201d":[64,97],"not":[67],"mandatory.":[68],"However,":[69],"conventional":[70],"reuse":[72,92,106,111,135,215],"techniques":[73],"less":[75],"effective":[76],"approximate":[78,104,113,139,181,217,230],"computing":[79,182,190,218],"paradigm.":[80],"input":[82,149],"values":[83],"of":[84,179,189,213,229],"two":[85],"have":[87],"be":[89],"identical":[90],"one":[93],"another,":[95],"hence":[96],"nature.":[99],"We":[100],"propose":[101],"ACR,":[102],"an":[103,148],"scheme,":[107],"enable":[109],"computing.":[114],"ACR":[115,145,160,184,206],"relaxes":[116],"the":[117,132,205,211],"exact":[118,133],"matching":[119],"requirement":[120],"inputs":[122],"some":[124],"extent":[125],"regulated":[126],"\u201csimilarity\u201d":[128],"quantification,":[129],"thereby":[130],"shifting":[131],"paradigm":[136],"its":[138],"counterpart.":[140],"Specifically,":[141],"using":[142],"statistical":[143],"approaches":[144],"first":[146],"provides":[147,162],"significance-aware":[150],"similarity":[151,156],"quantification":[152],"scheme":[153,207],"calculate":[155],"different":[158],"computations.":[159],"also":[161],"regression":[164],"based":[165],"branch":[166,195],"prediction":[167],"resolve":[170],"conditional":[171],"branches":[172],"inside":[173],"computation.":[175],"Furthermore,":[176],"on":[177,224],"top":[178],"proposed":[180],"framework,":[183],"presents":[185],"parallel":[187],"implementation":[188],"engine":[191],"carry":[193],"out":[194],"resolving":[196],"searching.":[200],"Experimental":[201],"show":[203],"that":[204],"could":[208],"effectively":[209],"exploit":[210],"potential":[212],"achieves":[220],"3.12":[221],"times":[222],"speedup":[223],"average":[225],"set":[228],"benchmarks.":[231]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}