{"id":"https://openalex.org/W4399324895","doi":"https://doi.org/10.1145/3643832.3661415","title":"Poster: Profiling Event Vision Processing on Edge Devices","display_name":"Poster: Profiling Event Vision Processing on Edge Devices","publication_year":2024,"publication_date":"2024-06-03","ids":{"openalex":"https://openalex.org/W4399324895","doi":"https://doi.org/10.1145/3643832.3661415"},"language":"en","primary_location":{"id":"doi:10.1145/3643832.3661415","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643832.3661415","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643832.3661415","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 22nd Annual International Conference on Mobile Systems, Applications and Services","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3643832.3661415","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029609148","display_name":"Ila Gokarn","orcid":"https://orcid.org/0009-0001-6977-945X"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Ila Gokarn","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054849647","display_name":"Archan Misra","orcid":"https://orcid.org/0000-0003-1212-1769"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Archan Misra","raw_affiliation_strings":["Singapore Management University, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore, Singapore","institution_ids":["https://openalex.org/I79891267"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5029609148"],"corresponding_institution_ids":["https://openalex.org/I79891267"],"apc_list":null,"apc_paid":null,"fwci":0.8159,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.71645692,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"672","last_page":"673"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9991000294685364,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9991000294685364,"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/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.9753000140190125,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9675999879837036,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.7610759735107422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6806392073631287},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.41048717498779297},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40340757369995117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37601518630981445},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08052945137023926},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.04663640260696411}],"concepts":[{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7610759735107422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6806392073631287},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.41048717498779297},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40340757369995117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37601518630981445},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08052945137023926},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.04663640260696411},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3643832.3661415","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643832.3661415","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643832.3661415","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 22nd Annual International Conference on Mobile Systems, Applications and Services","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-10228","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/9228","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://doi.org/10.1145/3643832.3661415","raw_type":"Conference Proceeding Article"}],"best_oa_location":{"id":"doi:10.1145/3643832.3661415","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3643832.3661415","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3643832.3661415","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 22nd Annual International Conference on Mobile Systems, Applications and Services","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320709","display_name":"National Research Foundation Singapore","ror":"https://ror.org/03cpyc314"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399324895.pdf"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2469278928","https://openalex.org/W3090117981","https://openalex.org/W3134123147","https://openalex.org/W3188021906","https://openalex.org/W4313046416","https://openalex.org/W6783508657"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"As":[0],"RGB":[1,68,123,180],"camera":[2,69],"resolutions":[3],"and":[4,18,58,162],"frame-rates":[5],"improve,":[6],"their":[7],"increased":[8],"energy":[9,51],"requirements":[10],"make":[11],"it":[12],"challenging":[13],"to":[14,43,82,165,171],"deploy":[15],"fast,":[16],"efficient,":[17],"low-power":[19,197],"applications":[20],"on":[21,107,134,200],"edge":[22,91,108,142,201],"devices.":[23,92,109,202],"Newer":[24],"classes":[25],"of":[26,80,86,95,98,128,152,157,191],"sensors,":[27],"such":[28,61],"as":[29,62],"the":[30,84,147,150,155,158,167,178,189],"biologically":[31],"inspired":[32],"neuromorphic":[33],"event-based":[34],"camera,":[35],"capture":[36],"only":[37],"changes":[38],"in":[39,47,63],"light":[40],"intensity":[41],"per-pixel":[42],"achieve":[44],"operational":[45],"superiority":[46],"sensing":[48],"latency":[49],"(O(\u03bcs)),":[50],"consumption":[52],"(O(mW)),":[53],"high":[54,96],"dynamic":[55,73],"range":[56],"(140dB),":[57],"task":[59],"accuracy":[60],"object":[64],"tracking,":[65],"over":[66],"traditional":[67],"streams.":[70],"However,":[71],"highly":[72],"scenes":[74],"can":[75],"yield":[76],"an":[77,135,172],"event":[78,99,120,160,174,198],"rate":[79],"up":[81,188],"12MEvents/second,":[83],"processing":[85,94,163],"which":[87],"could":[88],"overwhelm":[89],"resource-constrained":[90],"Efficient":[93],"volumes":[97],"data":[100],"is":[101],"crucial":[102],"for":[103,131,195],"ultra-fast":[104],"machine":[105],"vision":[106,199],"In":[110],"this":[111,185],"poster,":[112],"we":[113],"present":[114,166],"a":[115,140],"profiler":[116,145],"that":[117,184],"processes":[118],"simulated":[119],"streams":[121],"from":[122],"videos":[124],"into":[125],"6":[126],"variants":[127],"framed":[129],"representations":[130],"DNN":[132],"inference":[133],"NVIDIA":[136],"Jetson":[137],"Orin":[138],"AGX,":[139],"representative":[141],"device.":[143],"The":[144],"evaluates":[146],"trade-offs":[148],"between":[149],"volume":[151],"events":[153],"evaluated,":[154],"quality":[156],"processed":[159],"representation,":[161],"time":[164],"design":[168],"choices":[169],"available":[170],"edge-scale":[173],"camera-based":[175],"application":[176],"observing":[177],"same":[179],"scenes.":[181],"We":[182],"believe":[183],"analysis":[186],"opens":[187],"exploration":[190],"novel":[192],"system":[193],"designs":[194],"real-time":[196]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
