{"id":"https://openalex.org/W4410582490","doi":"https://doi.org/10.23919/date64628.2025.10993247","title":"Power- and Deadline-Aware Dynamic Inference on Intermittent Computing Systems","display_name":"Power- and Deadline-Aware Dynamic Inference on Intermittent Computing Systems","publication_year":2025,"publication_date":"2025-03-31","ids":{"openalex":"https://openalex.org/W4410582490","doi":"https://doi.org/10.23919/date64628.2025.10993247"},"language":"en","primary_location":{"id":"doi:10.23919/date64628.2025.10993247","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date64628.2025.10993247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Design, Automation &amp;amp; Test in Europe Conference (DATE)","raw_type":"proceedings-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/A5043717556","display_name":"Hengrui Zhao","orcid":"https://orcid.org/0000-0002-6712-5823"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Hengrui Zhao","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton,UK"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton,UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lei Xun","orcid":null},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lei Xun","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton,UK"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton,UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021750511","display_name":"Jagmohan Chauhan","orcid":"https://orcid.org/0000-0003-2080-3276"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jagmohan Chauhan","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton,UK"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton,UK","institution_ids":["https://openalex.org/I43439940"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001556143","display_name":"Geoff V. Merrett","orcid":"https://orcid.org/0000-0003-4980-3894"},"institutions":[{"id":"https://openalex.org/I43439940","display_name":"University of Southampton","ror":"https://ror.org/01ryk1543","country_code":"GB","type":"education","lineage":["https://openalex.org/I43439940"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Geoff Merrett","raw_affiliation_strings":["School of Electronics and Computer Science, University of Southampton,UK"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Computer Science, University of Southampton,UK","institution_ids":["https://openalex.org/I43439940"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5043717556"],"corresponding_institution_ids":["https://openalex.org/I43439940"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11046018,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.891700029373169,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10772","display_name":"Distributed systems and fault tolerance","score":0.891700029373169,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.8830999732017517,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.8521999716758728,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.7855123281478882},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6465632915496826},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.492183119058609},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38709285855293274},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17569342255592346}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7855123281478882},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6465632915496826},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.492183119058609},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38709285855293274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17569342255592346},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/date64628.2025.10993247","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date64628.2025.10993247","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 Design, Automation &amp;amp; Test in Europe Conference (DATE)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.soton.ac.uk:497948","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401019","display_name":"ePrints Soton (University of Southampton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I43439940","host_organization_name":"University of Southampton","host_organization_lineage":["https://openalex.org/I43439940"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W2024338138","https://openalex.org/W2112796928","https://openalex.org/W2323498967","https://openalex.org/W2342830374","https://openalex.org/W2537482850","https://openalex.org/W2793307717","https://openalex.org/W2897303255","https://openalex.org/W2962677625","https://openalex.org/W2981698279","https://openalex.org/W3083629635","https://openalex.org/W3091175932","https://openalex.org/W3092581393","https://openalex.org/W3108788300","https://openalex.org/W3175549063","https://openalex.org/W3204647170","https://openalex.org/W4309287541","https://openalex.org/W4317927974","https://openalex.org/W4380925920","https://openalex.org/W4383816923","https://openalex.org/W6755926523","https://openalex.org/W6757036269"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"energy-harvesting":[1,78],"intermittent":[2],"computing":[3],"systems,":[4],"balancing":[5],"power":[6,33,60],"constraints":[7],"with":[8],"the":[9,86,113],"need":[10],"for":[11],"timely":[12],"and":[13,41,52,80],"accurate":[14],"inference":[15,57,98],"remains":[16],"a":[17,39,63,101],"critical":[18],"challenge.":[19],"Existing":[20],"methods":[21],"often":[22],"sacrifice":[23],"significant":[24],"accuracy":[25,108],"or":[26],"fail":[27],"to":[28,31,54,69,95,112],"adapt":[29],"effectively":[30],"fluctuating":[32],"conditions.":[34,61],"This":[35],"paper":[36],"presents":[37],"DualAdaptNet,":[38],"power-":[40],"deadline-aware":[42],"neural":[43],"network":[44],"architecture":[45],"that":[46,90],"dynamically":[47],"adapts":[48],"both":[49],"its":[50],"width":[51],"depth":[53],"ensure":[55],"reliable":[56],"under":[58],"variable":[59],"Additionally,":[62],"runtime":[64],"scheduling":[65],"method":[66],"is":[67],"introduced":[68],"select":[70],"an":[71],"appropriate":[72],"sub-network":[73],"configuration":[74],"based":[75],"on":[76,85],"real-time":[77],"conditions":[79],"system":[81],"deadlines.":[82],"Experimental":[83],"results":[84],"MNIST":[87],"dataset":[88],"demonstrate":[89],"our":[91],"approach":[92],"completes":[93],"up":[94],"7.0%":[96],"more":[97],"tasks":[99],"within":[100],"specified":[102],"deadline,":[103],"while":[104],"also":[105],"improving":[106],"average":[107],"by":[109],"15.4%":[110],"compared":[111],"state-of-the-art.":[114]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
