{"id":"https://openalex.org/W4372271895","doi":"https://doi.org/10.1145/3583120.3589567","title":"PhD Forum Abstract: Intelligence beyond the Edge in IoT","display_name":"PhD Forum Abstract: Intelligence beyond the Edge in IoT","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372271895","doi":"https://doi.org/10.1145/3583120.3589567"},"language":"en","primary_location":{"id":"doi:10.1145/3583120.3589567","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583120.3589567","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583120.3589567","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 22nd International Conference on Information Processing in Sensor Networks","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3583120.3589567","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024845005","display_name":"Xiaofan Yu","orcid":"https://orcid.org/0000-0002-9638-6184"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaofan Yu","raw_affiliation_strings":["Computer Science and Engineering, University of California San Diego, USA"],"raw_orcid":"https://orcid.org/0000-0002-9638-6184","affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University of California San Diego, USA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5024845005"],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":0.3455,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.403323,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"344","last_page":"345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9936000108718872,"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":0.9936000108718872,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9265999794006348,"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/T13553","display_name":"Age of Information Optimization","score":0.9074000120162964,"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":0.7632813453674316},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.7406504154205322},{"id":"https://openalex.org/keywords/closing","display_name":"Closing (real estate)","score":0.7208846807479858},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5892866253852844},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5816964507102966},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5699194669723511},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.5252156853675842},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5045100450515747},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.47716182470321655},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.44625574350357056},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3472290337085724},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3288128972053528},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2893228530883789},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.17581787705421448},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12685871124267578},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10315653681755066}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7632813453674316},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.7406504154205322},{"id":"https://openalex.org/C2778775528","wikidata":"https://www.wikidata.org/wiki/Q5135432","display_name":"Closing (real estate)","level":2,"score":0.7208846807479858},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5892866253852844},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5816964507102966},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5699194669723511},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.5252156853675842},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5045100450515747},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.47716182470321655},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.44625574350357056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3472290337085724},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3288128972053528},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2893228530883789},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.17581787705421448},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12685871124267578},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10315653681755066},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical 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},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3583120.3589567","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583120.3589567","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583120.3589567","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 22nd International Conference on Information Processing in Sensor Networks","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3583120.3589567","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3583120.3589567","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3583120.3589567","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 22nd International Conference on Information Processing in Sensor Networks","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[{"id":"https://openalex.org/G317115702","display_name":"FET: Small: Brain-Inspired Hyperdimensional Computing for IoT Applications","funder_award_id":"1911095","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3744848179","display_name":"AI Institute for Learning-Enabled Optimization at Scale (TILOS)","funder_award_id":"2112665","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G502606643","display_name":"CC* NPEO: Toward the National Research Platform","funder_award_id":"1826967","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5665456810","display_name":"CCRI: ABR: Cognitive Hardware and Software Ecosystem Community Infrastructure (CHASE-CI)","funder_award_id":"2100237","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6003409357","display_name":"Category II: A Prototype National Research Platform","funder_award_id":"2112167","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7181340123","display_name":"Collaborative Research: MLWiNS: Hyperdimensional Computing for Scalable IoT Intelligence Beyond the Edge","funder_award_id":"2003279","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4372271895.pdf","grobid_xml":"https://content.openalex.org/works/W4372271895.grobid-xml"},"referenced_works_count":2,"referenced_works":["https://openalex.org/W4206230517","https://openalex.org/W4385805188"],"related_works":["https://openalex.org/W2979760315","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W2956163139","https://openalex.org/W4386004629","https://openalex.org/W4321606826","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Along":[0],"with":[1],"the":[2,17,21,52,71],"recent":[3,68],"advancements":[4],"of":[5,24,44],"lightweight":[6],"machine":[7],"learning":[8],"and":[9,12,34,60,70],"powerful":[10],"systems":[11],"hardware":[13,35],"platforms,":[14],"intelligence":[15,57],"beyond":[16],"edge":[18,56],"has":[19],"become":[20],"next":[22],"tide":[23],"IoT.":[25],"However,":[26],"multiple":[27],"barriers":[28],"exist":[29],"from":[30],"data,":[31],"algorithm,":[32],"network":[33],"perspectives.":[36],"In":[37],"this":[38],"abstract,":[39],"I":[40,64],"provide":[41],"an":[42],"overview":[43],"my":[45],"PhD":[46],"research":[47],"which":[48],"aims":[49],"at":[50],"closing":[51],"gap":[53],"towards":[54],"deploying":[55],"for":[58],"large-scale":[59],"real-world":[61],"IoT":[62],"applications.":[63],"further":[65],"introduce":[66],"our":[67],"contributions":[69],"work":[72],"planned":[73],"ahead.":[74]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
