{"id":"https://openalex.org/W4406355288","doi":"https://doi.org/10.1109/ictc62082.2024.10827245","title":"Optimizing Memory Scheduling for Efficient Image Patch Inference on Resource-Constrained Devices","display_name":"Optimizing Memory Scheduling for Efficient Image Patch Inference on Resource-Constrained Devices","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4406355288","doi":"https://doi.org/10.1109/ictc62082.2024.10827245"},"language":"en","primary_location":{"id":"doi:10.1109/ictc62082.2024.10827245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10827245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","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/A5054768260","display_name":"Seungtae Hong","orcid":"https://orcid.org/0000-0003-0273-3542"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]},{"id":"https://openalex.org/I88761825","display_name":"Korea University of Science and Technology","ror":"https://ror.org/000qzf213","country_code":"KR","type":"education","lineage":["https://openalex.org/I88761825"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seungtae Hong","raw_affiliation_strings":["Electronics and Telecommunications Research Institute and University of Science and Technology,Intelligent Device &#x0026; Simulation Research Section,Daejeon,Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute and University of Science and Technology,Intelligent Device &#x0026; Simulation Research Section,Daejeon,Korea","institution_ids":["https://openalex.org/I142401562","https://openalex.org/I88761825"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076301234","display_name":"Gunju Park","orcid":"https://orcid.org/0000-0002-6734-8648"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gunju Park","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Intelligent Device &#x0026; Simulation Research Section,Daejeon,Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Intelligent Device &#x0026; Simulation Research Section,Daejeon,Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062319303","display_name":"Jeong-Si Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jeong-Si Kim","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Intelligent Device &#x0026; Simulation Research Section,Daejeon,Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Intelligent Device &#x0026; Simulation Research Section,Daejeon,Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5054768260"],"corresponding_institution_ids":["https://openalex.org/I142401562","https://openalex.org/I88761825"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24065286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"677","last_page":"679"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9419000148773193,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9419000148773193,"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":0.7893770933151245},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.6181861162185669},{"id":"https://openalex.org/keywords/processor-scheduling","display_name":"Processor scheduling","score":0.5986353158950806},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5782197713851929},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4741774797439575},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.44133061170578003},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.40899765491485596},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.39490991830825806},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2511492967605591},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.16056209802627563},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15947812795639038},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07049369812011719}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7893770933151245},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.6181861162185669},{"id":"https://openalex.org/C2984822820","wikidata":"https://www.wikidata.org/wiki/Q1123036","display_name":"Processor scheduling","level":3,"score":0.5986353158950806},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5782197713851929},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4741774797439575},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.44133061170578003},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.40899765491485596},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.39490991830825806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2511492967605591},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.16056209802627563},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15947812795639038},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07049369812011719}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc62082.2024.10827245","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10827245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W4399387149","https://openalex.org/W6780827055","https://openalex.org/W6784225549","https://openalex.org/W6803223524"],"related_works":["https://openalex.org/W1809394610","https://openalex.org/W2128410848","https://openalex.org/W2118368532","https://openalex.org/W2014085448","https://openalex.org/W2102390841","https://openalex.org/W3047653192","https://openalex.org/W2096289371","https://openalex.org/W2126232624","https://openalex.org/W2434525066","https://openalex.org/W3140149227"],"abstract_inverted_index":{"In":[0],"this":[1,100],"paper,":[2],"we":[3],"propose":[4],"an":[5,45],"optimized":[6],"memory":[7,28,41,50,68,82],"scheduling":[8,29,101],"technique":[9,102],"for":[10,56,71],"efficient":[11],"image":[12],"patch":[13,61],"inference":[14],"on":[15,91,113],"resource-constrained":[16,92],"devices.":[17,93],"Our":[18,94],"approach":[19],"addresses":[20],"the":[21,24,57,67,72,97,105],"inefficiencies":[22],"in":[23,81],"existing":[25],"MCUNet":[26],"v2's":[27],"algorithm,":[30],"which":[31],"maintains":[32],"buffer":[33],"tensors":[34,54],"longer":[35],"than":[36],"necessary,":[37],"leading":[38],"to":[39,47,88,103],"suboptimal":[40],"usage.":[42],"We":[43],"designed":[44],"algorithm":[46],"dynamically":[48],"adjust":[49],"blocks":[51],"and":[52,107],"retain":[53],"only":[55],"necessary":[58],"duration":[59],"during":[60],"inference.":[62],"This":[63],"method":[64],"significantly":[65],"reduces":[66],"footprint,":[69],"particularly":[70],"maximum":[73],"input/output":[74],"tensor.":[75],"The":[76],"results":[77],"demonstrate":[78],"substantial":[79],"improvements":[80],"utilization,":[83],"enabling":[84],"more":[85],"complex":[86],"models":[87],"be":[89],"deployed":[90],"findings":[95],"highlight":[96],"potential":[98],"of":[99,109],"enhance":[104],"feasibility":[106],"performance":[108],"deep":[110],"learning":[111],"applications":[112],"MCUs.":[114]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
