{"id":"https://openalex.org/W3117120828","doi":"https://doi.org/10.1109/ictc49870.2020.9289509","title":"Adaptive Queue Management in Embedded Edge Devices for Object Detection with Low Latency","display_name":"Adaptive Queue Management in Embedded Edge Devices for Object Detection with Low Latency","publication_year":2020,"publication_date":"2020-10-21","ids":{"openalex":"https://openalex.org/W3117120828","doi":"https://doi.org/10.1109/ictc49870.2020.9289509","mag":"3117120828"},"language":"en","primary_location":{"id":"doi:10.1109/ictc49870.2020.9289509","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc49870.2020.9289509","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 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/A5054262214","display_name":"Yousung Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I12832649","display_name":"Gachon University","ror":"https://ror.org/03ryywt80","country_code":"KR","type":"education","lineage":["https://openalex.org/I12832649"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Yousung Yang","raw_affiliation_strings":["Gachon University, S. Korea"],"affiliations":[{"raw_affiliation_string":"Gachon University, S. Korea","institution_ids":["https://openalex.org/I12832649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027292445","display_name":"Jingyeom Kim","orcid":"https://orcid.org/0000-0002-7257-245X"},"institutions":[{"id":"https://openalex.org/I12832649","display_name":"Gachon University","ror":"https://ror.org/03ryywt80","country_code":"KR","type":"education","lineage":["https://openalex.org/I12832649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jingyeom Kim","raw_affiliation_strings":["Gachon University, S. Korea"],"affiliations":[{"raw_affiliation_string":"Gachon University, S. Korea","institution_ids":["https://openalex.org/I12832649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100343841","display_name":"Joohyung Lee","orcid":"https://orcid.org/0000-0003-1102-3905"},"institutions":[{"id":"https://openalex.org/I12832649","display_name":"Gachon University","ror":"https://ror.org/03ryywt80","country_code":"KR","type":"education","lineage":["https://openalex.org/I12832649"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joohyung Lee","raw_affiliation_strings":["Gachon University, S. Korea"],"affiliations":[{"raw_affiliation_string":"Gachon University, S. Korea","institution_ids":["https://openalex.org/I12832649"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101569498","display_name":"Seongsoo Lee","orcid":"https://orcid.org/0000-0002-3407-6236"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seongsoo Lee","raw_affiliation_strings":["ECELL Inc., S. Korea"],"affiliations":[{"raw_affiliation_string":"ECELL Inc., S. Korea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110137285","display_name":"Sung-Back Hong","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":"Sungback Hong","raw_affiliation_strings":["Network Research Division, ETRI, S. Korea"],"affiliations":[{"raw_affiliation_string":"Network Research Division, ETRI, S. Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056577173","display_name":"S. H. Shah Newaz","orcid":"https://orcid.org/0000-0001-7453-5268"},"institutions":[{"id":"https://openalex.org/I200859690","display_name":"Universiti Teknologi Brunei","ror":"https://ror.org/004y7f915","country_code":"BN","type":"education","lineage":["https://openalex.org/I200859690"]}],"countries":["BN"],"is_corresponding":false,"raw_author_name":"S. H. Shah Newaz","raw_affiliation_strings":["Universiti Teknologi Brunei (UTB), Brunei Darussalam"],"affiliations":[{"raw_affiliation_string":"Universiti Teknologi Brunei (UTB), Brunei Darussalam","institution_ids":["https://openalex.org/I200859690"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5054262214"],"corresponding_institution_ids":["https://openalex.org/I12832649"],"apc_list":null,"apc_paid":null,"fwci":0.4625,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.68305415,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1426","last_page":"1428"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9988999962806702,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9988999962806702,"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/T12079","display_name":"IoT Networks and Protocols","score":0.993399977684021,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8507837057113647},{"id":"https://openalex.org/keywords/queue","display_name":"Queue","score":0.7088629007339478},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.6217239499092102},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5689863562583923},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5622654557228088},{"id":"https://openalex.org/keywords/queuing-delay","display_name":"Queuing delay","score":0.5556711554527283},{"id":"https://openalex.org/keywords/queueing-theory","display_name":"Queueing theory","score":0.5180752277374268},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.48179763555526733},{"id":"https://openalex.org/keywords/queue-management-system","display_name":"Queue management system","score":0.4464584290981293},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4462764859199524},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.44524943828582764},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.435963898897171},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.4301658272743225},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.4142267107963562},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.3408823609352112},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.19289925694465637},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19260919094085693},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.16139480471611023},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09075537323951721},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08348113298416138}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8507837057113647},{"id":"https://openalex.org/C160403385","wikidata":"https://www.wikidata.org/wiki/Q220543","display_name":"Queue","level":2,"score":0.7088629007339478},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.6217239499092102},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5689863562583923},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5622654557228088},{"id":"https://openalex.org/C196095461","wikidata":"https://www.wikidata.org/wiki/Q576842","display_name":"Queuing delay","level":3,"score":0.5556711554527283},{"id":"https://openalex.org/C22684755","wikidata":"https://www.wikidata.org/wiki/Q847526","display_name":"Queueing theory","level":2,"score":0.5180752277374268},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.48179763555526733},{"id":"https://openalex.org/C128220111","wikidata":"https://www.wikidata.org/wiki/Q4531011","display_name":"Queue management system","level":3,"score":0.4464584290981293},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4462764859199524},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.44524943828582764},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.435963898897171},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4301658272743225},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.4142267107963562},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.3408823609352112},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.19289925694465637},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19260919094085693},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.16139480471611023},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09075537323951721},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08348113298416138},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc49870.2020.9289509","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc49870.2020.9289509","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.44999998807907104}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1965780717","https://openalex.org/W2563715243","https://openalex.org/W2610163782","https://openalex.org/W2796347433","https://openalex.org/W2888937876","https://openalex.org/W2954940441","https://openalex.org/W3013550388","https://openalex.org/W3013892423","https://openalex.org/W4293584584","https://openalex.org/W6750227808"],"related_works":["https://openalex.org/W4389850132","https://openalex.org/W1574724839","https://openalex.org/W1753434290","https://openalex.org/W2377190948","https://openalex.org/W4361855866","https://openalex.org/W2096476311","https://openalex.org/W169721953","https://openalex.org/W1965900363","https://openalex.org/W2264251017","https://openalex.org/W1623638113"],"abstract_inverted_index":{"With":[0],"the":[1,34,41,64,82,128,197,204,231,238,253,267],"advancement":[2],"in":[3,17,252],"artificial":[4],"intelligence":[5],"(AI)":[6],"and":[7,99,168,208,220,249,263],"microchips,":[8],"we":[9,139],"have":[10],"been":[11],"witnessing":[12],"growing":[13],"use":[14],"of":[15,26,51,104,112,131,165,210,230,245],"AI":[16,153,166],"object":[18,68,96,145,184,250],"detection":[19,58,69,97,185,251],"from":[20,24,70],"video":[21,35,71],"frames":[22,72,181,223],"captured":[23],"Internet":[25],"thing":[27],"(IoT)":[28],"devices":[29,77,256],"(e.g.,":[30],"IP":[31],"cameras).":[32],"From":[33],"capturing":[36],"sources":[37],"to":[38,48,88,110,124,179,183,228,266],"Cloud,":[39],"generally,":[40],"packet":[42,105],"forwarding":[43,106],"delay":[44,121,163,206],"could":[45],"reach":[46],"up":[47],"several":[49],"hundreds":[50],"milliseconds,":[52],"thereby":[53],"making":[54],"Cloud":[55],"based":[56],"objection":[57],"as":[59,93,127,178,258],"an":[60,141],"impractical":[61],"solution":[62,92],"when":[63,172],"latency":[65,152,246],"requirement":[66,164,171,207],"for":[67,149,247],"is":[73,122,200,217],"stringent.":[74],"Embedded":[75],"edge":[76,118,255],"which":[78,191],"are":[79,86,224],"situated":[80],"at":[81,196],"network":[83],"access":[84],"segment":[85],"considered":[87],"be":[89,125],"a":[90,101,161,193],"promising":[91],"they":[94],"perform":[95],"locally":[98],"impose":[100],"negligible":[102],"amount":[103],"delay.":[107],"Nevertheless,":[108],"due":[109,227],"lack":[111],"computation":[113,157],"resources":[114],"on":[115],"such":[116,170,257],"embedded":[117,198],"devices,":[119,199],"processing":[120,211],"likely":[123],"increased":[126],"frame":[129],"rates":[130],"incoming":[132],"images":[133],"increase.":[134],"To":[135],"solve":[136],"this":[137],"issue,":[138],"design":[140],"adaptive":[142],"queue":[143,175,189,215,273],"management-based":[144],"detecting":[146],"(QMOD)":[147],"scheme":[148,241],"achieving":[150],"low":[151],"services":[154],"with":[155],"limited":[156],"resources.":[158],"We":[159,233],"introduce":[160],"target":[162,205],"services,":[167],"map":[169],"deciding":[173],"optimal":[174,188],"size":[176,216],"so":[177],"contain":[180],"prior":[182],"procedures.":[186],"The":[187],"size,":[190],"represents":[192],"desired":[194],"value":[195],"dynamically":[201],"determined":[202],"by":[203],"weighted-average":[209],"time.":[212],"Thus,":[213],"maximum":[214],"adaptively":[218],"controlled,":[219],"some":[221],"redundant":[222],"automatically":[225],"dropped":[226],"overflow":[229],"queue.":[232],"demonstrate":[234],"through":[235],"experiments":[236],"that":[237],"proposed":[239],"QMOD":[240],"achieves":[242],"80%-90%":[243],"reduction":[244],"queuing":[248],"commercial":[254],"NVIDIA":[259],"Xavier,":[260],"Jetson":[261],"TX2,":[262],"Nano,":[264],"compared":[265],"various":[268],"benchmark":[269],"schemes":[270],"(i.e.,":[271],"static":[272],"size).":[274]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
