{"id":"https://openalex.org/W4386580839","doi":"https://doi.org/10.1145/3607918","title":"Keep in Balance: Runtime-reconfigurable Intermittent Deep Inference","display_name":"Keep in Balance: Runtime-reconfigurable Intermittent Deep Inference","publication_year":2023,"publication_date":"2023-09-09","ids":{"openalex":"https://openalex.org/W4386580839","doi":"https://doi.org/10.1145/3607918"},"language":"en","primary_location":{"id":"doi:10.1145/3607918","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3607918","pdf_url":null,"source":{"id":"https://openalex.org/S136160450","display_name":"ACM Transactions on Embedded Computing Systems","issn_l":"1539-9087","issn":["1539-9087","1558-3465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Embedded 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/A5019092304","display_name":"Chih\u2010Hsuan Yen","orcid":"https://orcid.org/0000-0002-4793-1721"},"institutions":[{"id":"https://openalex.org/I84653119","display_name":"Academia Sinica","ror":"https://ror.org/05bxb3784","country_code":"TW","type":"facility","lineage":["https://openalex.org/I84653119"]},{"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":true,"raw_author_name":"Chih-Hsuan Yen","raw_affiliation_strings":["National Taiwan University and Academia Sinica, Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University and Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I16733864","https://openalex.org/I84653119"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028536382","display_name":"Hashan Roshantha Mendis","orcid":"https://orcid.org/0000-0002-3082-7688"},"institutions":[{"id":"https://openalex.org/I84653119","display_name":"Academia Sinica","ror":"https://ror.org/05bxb3784","country_code":"TW","type":"facility","lineage":["https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hashan Roshantha Mendis","raw_affiliation_strings":["Academia Sinica, Taiwan"],"affiliations":[{"raw_affiliation_string":"Academia Sinica, Taiwan","institution_ids":["https://openalex.org/I84653119"]}]},{"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/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]},{"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":["AE","TW"],"is_corresponding":false,"raw_author_name":"Tei-Wei Kuo","raw_affiliation_strings":["National Taiwan University, Taiwan and Mohamed bin Zayed University of Artificial Intelligence, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taiwan and Mohamed bin Zayed University of Artificial Intelligence, United Arab Emirates","institution_ids":["https://openalex.org/I4210113480","https://openalex.org/I16733864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036230837","display_name":"Pi-Cheng Hsiu","orcid":"https://orcid.org/0000-0001-8035-4033"},"institutions":[{"id":"https://openalex.org/I84653119","display_name":"Academia Sinica","ror":"https://ror.org/05bxb3784","country_code":"TW","type":"facility","lineage":["https://openalex.org/I84653119"]},{"id":"https://openalex.org/I193365169","display_name":"National Chi Nan University","ror":"https://ror.org/03ha6v181","country_code":"TW","type":"education","lineage":["https://openalex.org/I193365169"]},{"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":"Pi-Cheng Hsiu","raw_affiliation_strings":["Academia Sinica, National Taiwan University and National Chi Nan University, Taiwan"],"affiliations":[{"raw_affiliation_string":"Academia Sinica, National Taiwan University and National Chi Nan University, Taiwan","institution_ids":["https://openalex.org/I193365169","https://openalex.org/I16733864","https://openalex.org/I84653119"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019092304"],"corresponding_institution_ids":["https://openalex.org/I16733864","https://openalex.org/I84653119"],"apc_list":null,"apc_paid":null,"fwci":0.8033,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7209158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"22","issue":"5s","first_page":"1","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9994000196456909,"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/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9994000196456909,"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":0.9950000047683716,"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/T12238","display_name":"Green IT and Sustainability","score":0.9922999739646912,"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/computer-science","display_name":"Computer science","score":0.8556904792785645},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.7315124273300171},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.6200524568557739},{"id":"https://openalex.org/keywords/intermittency","display_name":"Intermittency","score":0.5779311060905457},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5101959705352783},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.4505324363708496},{"id":"https://openalex.org/keywords/middleware","display_name":"Middleware (distributed applications)","score":0.4404090940952301},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42730265855789185},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40581294894218445},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3229731321334839},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20581653714179993}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8556904792785645},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.7315124273300171},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.6200524568557739},{"id":"https://openalex.org/C2780388094","wikidata":"https://www.wikidata.org/wiki/Q1666248","display_name":"Intermittency","level":3,"score":0.5779311060905457},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5101959705352783},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.4505324363708496},{"id":"https://openalex.org/C169468491","wikidata":"https://www.wikidata.org/wiki/Q146923","display_name":"Middleware (distributed applications)","level":2,"score":0.4404090940952301},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42730265855789185},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40581294894218445},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3229731321334839},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20581653714179993},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C196558001","wikidata":"https://www.wikidata.org/wiki/Q190132","display_name":"Turbulence","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3607918","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3607918","pdf_url":null,"source":{"id":"https://openalex.org/S136160450","display_name":"ACM Transactions on Embedded Computing Systems","issn_l":"1539-9087","issn":["1539-9087","1558-3465"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Embedded Computing Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[{"id":"https://openalex.org/G8511415830","display_name":null,"funder_award_id":"MOST 110-2222-E-001-003-MY3","funder_id":"https://openalex.org/F4320322795","funder_display_name":"Ministry of Science and Technology, Taiwan"}],"funders":[{"id":"https://openalex.org/F4320322795","display_name":"Ministry of Science and Technology, Taiwan","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W2732113146","https://openalex.org/W2769912137","https://openalex.org/W2791411134","https://openalex.org/W2797583228","https://openalex.org/W2884159461","https://openalex.org/W2971002981","https://openalex.org/W3011347095","https://openalex.org/W3019166713","https://openalex.org/W3043328287","https://openalex.org/W3080418756","https://openalex.org/W3091175932","https://openalex.org/W3091602279","https://openalex.org/W3091611536","https://openalex.org/W3105888187","https://openalex.org/W3118608800","https://openalex.org/W3134151912","https://openalex.org/W3200382295","https://openalex.org/W4210278476","https://openalex.org/W4210486199","https://openalex.org/W4292722085","https://openalex.org/W4308477818","https://openalex.org/W4394670654","https://openalex.org/W6740491147","https://openalex.org/W6746451879","https://openalex.org/W6846080037"],"related_works":["https://openalex.org/W2564644595","https://openalex.org/W1566002589","https://openalex.org/W1589804082","https://openalex.org/W2042838258","https://openalex.org/W4226166178","https://openalex.org/W1525560163","https://openalex.org/W1967480872","https://openalex.org/W4387214903","https://openalex.org/W1968332008","https://openalex.org/W2167608453"],"abstract_inverted_index":{"Intermittent":[0],"deep":[1],"neural":[2],"network":[3,200,229],"(DNN)":[4],"inference":[5,55,104,117,150,183,218],"is":[6,109,144,162],"a":[7,66,112,158,180,187,194,223,227,234],"promising":[8],"technique":[9],"to":[10,37,43,57,74,100,129,135,146,164],"enable":[11],"intelligent":[12],"applications":[13],"on":[14,193],"tiny":[15],"devices":[16],"powered":[17],"by":[18,86,119,176,219],"ambient":[19,91],"energy":[20],"sources.":[21],"Nonetheless,":[22],"intermittent":[23,182,205,217],"execution":[24],"presents":[25],"inherent":[26],"challenges,":[27],"primarily":[28],"involving":[29],"accumulating":[30],"progress":[31],"across":[32],"power":[33,44,48,206],"cycles":[34],"and":[35,82,126,157,202,233,239],"having":[36],"refetch":[38,84,128],"volatile":[39],"data":[40,59,80,83,124,127],"lost":[41],"due":[42,73],"loss":[45],"in":[46,155],"each":[47],"cycle.":[49],"Existing":[50],"approaches":[51],"typically":[52],"optimize":[53,166],"the":[54,75,87,103,121,136,153,167,173],"configuration":[56,68,151,168],"maximize":[58],"reuse.":[60],"However,":[61],"we":[62],"observe":[63],"that":[64,115,185,212],"such":[65],"fixed":[67,188],"may":[69],"be":[70],"significantly":[71],"inefficient":[72],"fluctuating":[76],"balance":[77,132],"point":[78],"between":[79,123,237],"reuse":[81,125],"caused":[85],"dynamic":[88],"nature":[89],"of":[90,139],"energy.":[92],"This":[93],"work":[94],"proposes":[95],"DynBal":[96,108,178,213],",":[97],"an":[98,149],"approach":[99,184],"dynamically":[101],"reconfigure":[102],"engine":[105],"at":[106,169],"runtime.":[107,170],"realized":[110],"as":[111],"middleware":[113],"plugin":[114],"improves":[116],"performance":[118],"exploring":[120],"interplay":[122],"maintain":[130],"their":[131],"with":[133,198],"respect":[134],"changing":[137],"level":[138],"intermittency.":[140],"An":[141],"indirect":[142],"metric":[143],"developed":[145],"easily":[147],"evaluate":[148,172],"considering":[152],"variability":[154],"intermittency,":[156],"lightweight":[159],"reconfiguration":[160],"algorithm":[161],"employed":[163],"efficiently":[165],"We":[171],"improvement":[174,225],"brought":[175],"integrating":[177],"into":[179],"recent":[181],"uses":[186],"configuration.":[189],"Evaluations":[190],"were":[191],"conducted":[192],"Texas":[195],"Instruments":[196],"device":[197],"various":[199],"models":[201],"under":[203,230],"varied":[204],"strengths.":[207],"Our":[208],"experimental":[209],"results":[210],"demonstrate":[211],"can":[214],"speed":[215],"up":[216],"3.26":[220],"times,":[221],"achieving":[222],"greater":[224],"for":[226],"large":[228,235],"high":[231],"intermittency":[232],"gap":[236],"memory":[238],"computation":[240],"performance.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}