{"id":"https://openalex.org/W4399168596","doi":"https://doi.org/10.1109/tetc.2024.3403757","title":"Investigating the Resilience Source of Classification Systems for Approximate Computing Techniques","display_name":"Investigating the Resilience Source of Classification Systems for Approximate Computing Techniques","publication_year":2024,"publication_date":"2024-05-30","ids":{"openalex":"https://openalex.org/W4399168596","doi":"https://doi.org/10.1109/tetc.2024.3403757"},"language":"en","primary_location":{"id":"doi:10.1109/tetc.2024.3403757","doi":"https://doi.org/10.1109/tetc.2024.3403757","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tetc.2024.3403757","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-1","norway-1","poland-140","russia-white-list-1"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/tetc.2024.3403757","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040622270","display_name":"Mario Barbareschi","orcid":"https://orcid.org/0000-0002-1417-6328","observed_orcids":["https://orcid.org/0000-0002-1417-6328"]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario Barbareschi","raw_affiliation_strings":["Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0002-1417-6328","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089194416","display_name":"Salvatore Barone","orcid":"https://orcid.org/0000-0003-2007-3744","observed_orcids":["https://orcid.org/0000-0003-2007-3744"]},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Salvatore Barone","raw_affiliation_strings":["Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Naples, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2007-3744","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Naples, Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":{"value":2495,"currency":"USD","value_usd":2495},"fwci":0.7614,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.63210186,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":97},"biblio":{"volume":"13","issue":"2","first_page":"382","last_page":"394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.948199987411499,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.948199987411499,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.02160000056028366,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12535","display_name":"Machine Learning and Data Classification","score":0.010499999858438969,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/approximate-computing","display_name":"approximate computing","score":0.9079999923706055},{"id":"https://openalex.org/keywords/classification-systems","display_name":"classification systems","score":0.8700000047683716},{"id":"https://openalex.org/keywords/error-resilience","display_name":"error resilience","score":0.9190000295639038},{"id":"https://openalex.org/keywords/design-space-exploration","display_name":"design space exploration","score":0.7799999713897705},{"id":"https://openalex.org/keywords/error-estimation","display_name":"error estimation","score":0.6480000019073486},{"id":"https://openalex.org/keywords/sample-selection","display_name":"sample selection","score":0.5759999752044678},{"id":"https://openalex.org/keywords/reduced-precision","display_name":"reduced precision","score":0.6129999756813049},{"id":"https://openalex.org/keywords/accuracy-loss","display_name":"accuracy loss","score":0.3619999885559082},{"id":"https://openalex.org/keywords/hardware-resource-efficiency","display_name":"hardware resource efficiency","score":0.3070000112056732}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.814576268196106},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.6078250408172607},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34874194860458374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.345039963722229},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetc.2024.3403757","doi":"https://doi.org/10.1109/tetc.2024.3403757","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tetc.2024.3403757","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-1","norway-1","poland-140","russia-white-list-1"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/tetc.2024.3403757","doi":"https://doi.org/10.1109/tetc.2024.3403757","is_oa":true,"landing_page_url":"https://doi.org/10.1109/tetc.2024.3403757","pdf_url":null,"source":{"id":"https://openalex.org/S2496326734","display_name":"IEEE Transactions on Emerging Topics in Computing","issn_l":"2168-6750","issn":["2168-6750","2376-4562"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-1","norway-1","poland-140","russia-white-list-1"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W332481212","https://openalex.org/W1998305460","https://openalex.org/W2026005150","https://openalex.org/W2086309060","https://openalex.org/W2087189381","https://openalex.org/W2106334424","https://openalex.org/W2112796928","https://openalex.org/W2126105956","https://openalex.org/W2194775991","https://openalex.org/W2402144811","https://openalex.org/W2738060292","https://openalex.org/W2765562062","https://openalex.org/W2899084402","https://openalex.org/W2903222888","https://openalex.org/W2958306322","https://openalex.org/W2970971581","https://openalex.org/W2980235527","https://openalex.org/W2997591727","https://openalex.org/W3032338640","https://openalex.org/W3038988173","https://openalex.org/W3071517735","https://openalex.org/W3083485280","https://openalex.org/W3083503885","https://openalex.org/W3154788416","https://openalex.org/W3155323635","https://openalex.org/W3166637233","https://openalex.org/W4210659427","https://openalex.org/W4225500326","https://openalex.org/W4285199350","https://openalex.org/W4285239639"],"related_works":["https://openalex.org/W2600535411","https://openalex.org/W2992721891","https://openalex.org/W4387140082","https://openalex.org/W4317677410","https://openalex.org/W4404301976","https://openalex.org/W4404954299","https://openalex.org/W4416602905","https://openalex.org/W2902116460","https://openalex.org/W6980026873","https://openalex.org/W2937022844"],"abstract_inverted_index":{"During":[0],"the":[1,80,133,137,146],"last":[2],"decade,":[3],"classification":[4],"systems":[5],"(CSs)":[6],"received":[7],"significant":[8],"research":[9],"attention,":[10],"with":[11],"new":[12,33],"learning":[13],"algorithms":[14],"achieving":[15],"high":[16],"accuracy":[17],"in":[18,25],"various":[19],"applications.":[20],"However,":[21],"their":[22],"resource-intensive":[23],"nature,":[24],"terms":[26],"of":[27,44,106,121,124],"hardware":[28],"and":[29,47,72,100,126,163],"computation":[30,60],"time,":[31,71],"poses":[32],"design":[34],"challenges.":[35],"CSs":[36],"exhibit":[37],"inherent":[38],"error":[39,82,122,141],"resilience,":[40],"due":[41],"to":[42,69,96,131,157,161,176,197],"redundancy":[43],"training":[45],"sets,":[46],"self-healing":[48],"properties,":[49],"making":[50],"them":[51],"suitable":[52],"for":[53,83,140,188],"Approximate":[54],"Computing":[55],"(AxC).":[56],"AxC":[57,77],"enables":[58],"efficient":[59],"by":[61,143,168],"using":[62],"reduced":[63],"precision":[64],"or":[65],"approximate":[66,85,190],"values,":[67],"leading":[68],"energy,":[70],"silicon":[73],"area":[74],"savings.":[75],"Exploiting":[76],"involves":[78],"estimating":[79],"introduced":[81],"each":[84],"variant":[86],"found":[87],"during":[88],"a":[89,103,129,171],"Design-Space":[90],"Exploration":[91],"(DSE).":[92],"This":[93],"estimation":[94,142,166],"has":[95],"be":[97,158],"both":[98],"rapid":[99],"meaningful,":[101],"considering":[102],"substantial":[104],"number":[105],"test":[107,147],"samples,":[108],"which":[109],"are":[110,155],"utterly":[111],"conflicting":[112],"demands.":[113],"In":[114,149,174],"this":[115],"paper,":[116],"we":[117,127,151,180],"investigate":[118],"on":[119],"sources":[120],"resiliency":[123],"CSs,":[125,191],"propose":[128],"technique":[130,183],"haste":[132],"DSE":[134],"that":[135,154],"reduces":[136],"computational":[138],"time":[139],"systematically":[144],"reducing":[145],"set.":[148],"particular,":[150],"cherry-pick":[152],"samples":[153],"likely":[156],"more":[159],"sensitive":[160],"approximation":[162],"perform":[164],"accuracy-loss":[165],"just":[167],"exploiting":[169],"such":[170],"sample":[172],"subset.":[173],"order":[175],"demonstrate":[177],"its":[178],"efficacy,":[179],"integrate":[181],"our":[182],"into":[184],"two":[185],"different":[186],"approaches":[187],"generating":[189],"showing":[192],"an":[193],"average":[194],"speed-up":[195],"up":[196],"\u224818.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2024-05-31T00:00:00"}
