{"id":"https://openalex.org/W4396988508","doi":"https://doi.org/10.1145/3639856.3639919","title":"TinyML Demonstration of Time-series Prediction and Vision-based Gesture Recognition","display_name":"TinyML Demonstration of Time-series Prediction and Vision-based Gesture Recognition","publication_year":2023,"publication_date":"2023-10-25","ids":{"openalex":"https://openalex.org/W4396988508","doi":"https://doi.org/10.1145/3639856.3639919"},"language":"en","primary_location":{"id":"doi:10.1145/3639856.3639919","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639856.3639919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Third International Conference on Artificial Intelligence and Machine Learning Systems","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/A5022144144","display_name":"Syed Mujibul Islam","orcid":"https://orcid.org/0009-0008-2076-3378"},"institutions":[{"id":"https://openalex.org/I4210145666","display_name":"Embedded Systems (United States)","ror":"https://ror.org/04742eh45","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Syed Mujibul Islam","raw_affiliation_strings":["Embedded Devices &amp; Intelligent Systems, TCS Research, IN"],"raw_orcid":"https://orcid.org/0009-0008-2076-3378","affiliations":[{"raw_affiliation_string":"Embedded Devices &amp; Intelligent Systems, TCS Research, IN","institution_ids":["https://openalex.org/I4210145666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031675991","display_name":"Jayeeta Mondal","orcid":"https://orcid.org/0000-0002-8809-494X"},"institutions":[{"id":"https://openalex.org/I4210145666","display_name":"Embedded Systems (United States)","ror":"https://ror.org/04742eh45","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jayeeta Mondal","raw_affiliation_strings":["Embedded Devices &amp; Intelligent Systems, TCS Research, IN"],"raw_orcid":"https://orcid.org/0000-0002-8809-494X","affiliations":[{"raw_affiliation_string":"Embedded Devices &amp; Intelligent Systems, TCS Research, IN","institution_ids":["https://openalex.org/I4210145666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007526157","display_name":"Shalini Mukhopadhyay","orcid":"https://orcid.org/0000-0002-9179-2001"},"institutions":[{"id":"https://openalex.org/I4210145666","display_name":"Embedded Systems (United States)","ror":"https://ror.org/04742eh45","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shalini Mukhopadhyay","raw_affiliation_strings":["Embedded Devices &amp; Intelligent Systems, TCS Research, IN"],"raw_orcid":"https://orcid.org/0000-0002-9179-2001","affiliations":[{"raw_affiliation_string":"Embedded Devices &amp; Intelligent Systems, TCS Research, IN","institution_ids":["https://openalex.org/I4210145666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071019258","display_name":"Abhishek Roychoudhury","orcid":"https://orcid.org/0009-0000-8684-4551"},"institutions":[{"id":"https://openalex.org/I4210145666","display_name":"Embedded Systems (United States)","ror":"https://ror.org/04742eh45","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Abhishek Roychoudhury","raw_affiliation_strings":["Embedded Devices &amp; Intelligent Systems, TCS Research, IN"],"raw_orcid":"https://orcid.org/0009-0000-8684-4551","affiliations":[{"raw_affiliation_string":"Embedded Devices &amp; Intelligent Systems, TCS Research, IN","institution_ids":["https://openalex.org/I4210145666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025308099","display_name":"S. Dey","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145666","display_name":"Embedded Systems (United States)","ror":"https://ror.org/04742eh45","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Swarnava Dey","raw_affiliation_strings":["Embedded Devices &amp; Intelligent Systems, TCS Research, IN"],"raw_orcid":"https://orcid.org/0000-0002-3988-1445","affiliations":[{"raw_affiliation_string":"Embedded Devices &amp; Intelligent Systems, TCS Research, IN","institution_ids":["https://openalex.org/I4210145666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031139197","display_name":"Arijit Mukherjee","orcid":"https://orcid.org/0000-0001-5052-4476"},"institutions":[{"id":"https://openalex.org/I4210145666","display_name":"Embedded Systems (United States)","ror":"https://ror.org/04742eh45","country_code":"US","type":"company","lineage":["https://openalex.org/I4210145666"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Arijit Mukherjee","raw_affiliation_strings":["Embedded Devices &amp; Intelligent Systems, TCS Research, IN"],"raw_orcid":"https://orcid.org/0000-0001-5052-4476","affiliations":[{"raw_affiliation_string":"Embedded Devices &amp; Intelligent Systems, TCS Research, IN","institution_ids":["https://openalex.org/I4210145666"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21459563,"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":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9908999800682068,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9908999800682068,"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"}},{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.984499990940094,"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"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9765999913215637,"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":0.7965973615646362},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6119648218154907},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5925068259239197},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5865610241889954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5807196497917175},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.5794166922569275},{"id":"https://openalex.org/keywords/porting","display_name":"Porting","score":0.5189259052276611},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.477113276720047},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4360429346561432},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.4273376762866974},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.36678218841552734},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.32899200916290283},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.22855225205421448},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.19510555267333984},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.1382959485054016},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12831544876098633}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7965973615646362},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6119648218154907},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5925068259239197},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5865610241889954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5807196497917175},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.5794166922569275},{"id":"https://openalex.org/C106251023","wikidata":"https://www.wikidata.org/wiki/Q851989","display_name":"Porting","level":3,"score":0.5189259052276611},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.477113276720047},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4360429346561432},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.4273376762866974},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.36678218841552734},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.32899200916290283},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.22855225205421448},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.19510555267333984},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.1382959485054016},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12831544876098633},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3639856.3639919","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3639856.3639919","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Third International Conference on Artificial Intelligence and Machine Learning Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W4381746925","https://openalex.org/W6944570150"],"related_works":["https://openalex.org/W2356602486","https://openalex.org/W2351992668","https://openalex.org/W2324828474","https://openalex.org/W2374315191","https://openalex.org/W2391207559","https://openalex.org/W2384715785","https://openalex.org/W2349624418","https://openalex.org/W2064459023","https://openalex.org/W2384611437","https://openalex.org/W2347873412"],"abstract_inverted_index":{"The":[0,252],"growing":[1],"need":[2],"for":[3,37,45,132,160,188,227,269],"artificial":[4],"intelligence":[5],"in":[6,88,166,207,243],"multitude":[7],"of":[8,27,90,127,137,203,216,232],"domains":[9],"has":[10],"over":[11],"the":[12,35,55,59,73,80,114,125,156,177,204,208,214,217],"past":[13],"few":[14],"years":[15],"triggered":[16],"some":[17,199,202],"concerns":[18],"related":[19],"to":[20,34,53,58,69,79,121,150,158,175,198],"latency":[21],"and":[22,92,94,124,145,191,235,265],"reliability":[23],"when":[24],"huge":[25,70],"amounts":[26],"sensor":[28],"data":[29,74,81,178],"are":[30,64,85,254],"moved":[31],"from":[32],"sensors":[33],"cloud":[36,115],"computation.":[38],"These":[39],"concerns,":[40],"coupled":[41],"with":[42,181,185,261],"sustainability":[43],"drives":[44],"green":[46],"computing,":[47],"have":[48],"emerged":[49],"as":[50,140,142,267],"key":[51],"drivers":[52],"move":[54],"computation":[56,91],"closer":[57],"source,":[60],"on":[61,99,113,272],"devices":[62,77,101,123,134],"which":[63,165],"often":[65,148],"less":[66],"power-hungry":[67],"compared":[68],"machines":[71],"at":[72],"centers.":[75],"However,":[76],"close":[78],"sources,":[82],"or":[83],"sensors,":[84],"typically":[86],"constrained":[87],"terms":[89],"memory":[93],"hence":[95],"running":[96],"inference":[97,225],"models":[98,108,130,226,253],"such":[100,129,161],"is":[102,146,153,169],"not":[103,170],"trivial.":[104],"Well-known":[105],"deep":[106,138,182],"learning":[107,139,183,259],"that":[109,197,239],"perform":[110],"extremely":[111],"well":[112,141],"infrastructure":[116],"cannot":[117],"be":[118,241],"directly":[119],"ported":[120],"smaller":[122,133],"task":[126],"handcrafting":[128],"meant":[131],"requires":[135],"knowledge":[136],"embedded":[143,162,189],"systems,":[144],"thus":[147],"difficult":[149],"find.":[151],"This":[152,211],"turn":[154],"increases":[155],"time":[157],"market":[159],"AI":[163],"models,":[164],"today\u2019s":[167],"world":[168],"generally":[171],"acceptable.":[172],"In":[173],"order":[174],"augment":[176],"scientists":[179],"conversant":[180],"methodologies":[184],"necessary":[186],"skills":[187],"development":[190,209],"deployment,":[192],"we":[193,222],"propose":[194],"a":[195,257],"platform":[196],"extend":[200],"automates":[201],"crucial":[205],"steps":[206],"cycle.":[210],"demo":[212],"shows":[213],"capability":[215],"TCS":[218],"Edge":[219],"Wizard":[220],"where":[221],"auto":[223],"generate":[224],"Battery":[228],"Management":[229],"System":[230],"(BMS)":[231],"electric":[233],"vehicles":[234],"Vision-based":[236],"gesture":[237],"recognition":[238],"can":[240],"used":[242],"several":[244],"scenarios":[245],"including":[246],"Advanced":[247],"Driver":[248],"Assistance":[249],"Systems":[250],"(ADAS).":[251],"generated":[255],"using":[256],"reinforcement":[258],"system":[260],"accuracy,":[262],"MAC":[263],"operations":[264],"size":[266],"constraints":[268],"final":[270],"deployment":[271],"edge":[273],"devices.":[274]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
