{"id":"https://openalex.org/W4399487330","doi":"https://doi.org/10.1145/3649476.3658798","title":"Autotile: Autonomous Task-tiling for Deep Inference on Battery-less Embedded System","display_name":"Autotile: Autonomous Task-tiling for Deep Inference on Battery-less Embedded System","publication_year":2024,"publication_date":"2024-06-10","ids":{"openalex":"https://openalex.org/W4399487330","doi":"https://doi.org/10.1145/3649476.3658798"},"language":"en","primary_location":{"id":"doi:10.1145/3649476.3658798","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3649476.3658798","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Great Lakes Symposium on VLSI 2024","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3649476.3658798","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5089458547","display_name":"Jishnu Banerjee","orcid":"https://orcid.org/0009-0000-1511-9694"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jishnu Banerjee","raw_affiliation_strings":["Computer Science, The University of Texas at San Antonio, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science, The University of Texas at San Antonio, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009170496","display_name":"Sahidul Islam","orcid":"https://orcid.org/0000-0002-4488-8182"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sahidul Islam","raw_affiliation_strings":["University of Texas at San Antonio, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at San Antonio, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030582784","display_name":"Wei Wei","orcid":"https://orcid.org/0009-0001-2973-4425"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Wei Wei","raw_affiliation_strings":["The University of Texas at San Antonio, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100435224","display_name":"Pan Chen","orcid":"https://orcid.org/0000-0002-7375-7608"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chen Pan","raw_affiliation_strings":["The University of Texas at San Antonio, USA"],"affiliations":[{"raw_affiliation_string":"The University of Texas at San Antonio, USA","institution_ids":["https://openalex.org/I45438204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059911353","display_name":"Mimi Xie","orcid":"https://orcid.org/0000-0003-1973-2909"},"institutions":[{"id":"https://openalex.org/I45438204","display_name":"The University of Texas at San Antonio","ror":"https://ror.org/01kd65564","country_code":"US","type":"education","lineage":["https://openalex.org/I45438204"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mimi Xie","raw_affiliation_strings":["University of Texas at San Antonio, USA"],"affiliations":[{"raw_affiliation_string":"University of Texas at San Antonio, USA","institution_ids":["https://openalex.org/I45438204"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5089458547"],"corresponding_institution_ids":["https://openalex.org/I45438204"],"apc_list":null,"apc_paid":null,"fwci":1.5957,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.8246711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"323","last_page":"327"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10054","display_name":"Parallel Computing and Optimization Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9988999962806702,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9986000061035156,"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":0.7454551458358765},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6622565984725952},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6228252649307251},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.4744081199169159},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3746693730354309},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09823364019393921}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7454551458358765},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6622565984725952},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6228252649307251},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.4744081199169159},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3746693730354309},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09823364019393921},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3649476.3658798","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3649476.3658798","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Great Lakes Symposium on VLSI 2024","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3649476.3658798","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3649476.3658798","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Great Lakes Symposium on VLSI 2024","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2282186389","https://openalex.org/W2537482850","https://openalex.org/W2564734887","https://openalex.org/W2766455145","https://openalex.org/W2793307717","https://openalex.org/W2925292215","https://openalex.org/W2952526845","https://openalex.org/W2996943723","https://openalex.org/W3195195672","https://openalex.org/W3200382295","https://openalex.org/W4283711834","https://openalex.org/W4294068669"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"Deep":[0],"Neural":[1],"Networks":[2],"(DNNs)":[3],"are":[4],"increasingly":[5],"applied":[6],"in":[7,47],"various":[8],"intelligent":[9,23],"applications":[10,24],"for":[11,14,30,78],"enhanced":[12],"accuracy":[13],"in-situ":[15],"decision-making.":[16],"Considering":[17],"the":[18,43,69,84,88,91,128,133],"cost":[19],"and":[20,116],"longevity,":[21],"those":[22],"usually":[25],"employ":[26],"energy":[27,85,96,114],"harvesting":[28,86],"(EH)":[29],"power":[31,39],"supply.":[32],"Nevertheless,":[33],"due":[34],"to":[35,112],"inherent":[36],"intermittency,":[37],"EH":[38,101],"can":[40,93,131],"frequently":[41],"disrupt":[42],"runtime":[44,80,95,117],"operation,":[45],"resulting":[46],"subsequent":[48],"forward":[49],"progress":[50],"loss":[51],"when":[52],"executing":[53],"long":[54],"computations":[55],"of":[56,90],"DNN":[57,63,109],"inference.":[58],"To":[59],"address":[60],"this":[61],"issue,":[62],"tiling":[64,110],"has":[65],"been":[66],"employed":[67],"where":[68],"input":[70],"data":[71],"is":[72],"partitioned":[73],"into":[74],"multiple":[75],"smaller":[76],"tiles":[77,92],"efficient":[79],"operation.":[81],"However,":[82],"under":[83,99],"scenarios,":[87],"size":[89],"influence":[94],"efficiency":[97,115],"significantly":[98],"different":[100],"conditions.":[102],"Therefore,":[103],"we":[104],"proposed":[105,129],"environmentally":[106],"adaptive":[107],"dynamic":[108],"methods":[111,135],"optimize":[113],"reliability.":[118],"The":[119],"experimental":[120],"results":[121],"on":[122,138],"a":[123],"real":[124],"testbed":[125],"show":[126],"that":[127],"technique":[130],"outperform":[132],"state-of-the-art":[134],"by":[136],"19.24%":[137],"average.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
