{"id":"https://openalex.org/W2975164302","doi":"https://doi.org/10.1109/isit.2019.8849760","title":"Cloud-Assisted On-Sensor Observation Classification in Latency-Impeded IoT Systems","display_name":"Cloud-Assisted On-Sensor Observation Classification in Latency-Impeded IoT Systems","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2975164302","doi":"https://doi.org/10.1109/isit.2019.8849760","mag":"2975164302"},"language":"en","primary_location":{"id":"doi:10.1109/isit.2019.8849760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2019.8849760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://escholarship.org/content/qt9wq6g2tq/qt9wq6g2tq.pdf?t=q4to5j","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019519909","display_name":"Igor Burago","orcid":null},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Igor Burago","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051196445","display_name":"Marco Levorato","orcid":"https://orcid.org/0000-0002-6920-4189"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marco Levorato","raw_affiliation_strings":["Department of Computer Science, University of California, Irvine"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Irvine","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5019519909"],"corresponding_institution_ids":["https://openalex.org/I204250578"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.13404083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1462","last_page":"1466"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9987000226974487,"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":0.9987000226974487,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9984999895095825,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9972000122070312,"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/cloud-computing","display_name":"Cloud computing","score":0.778526782989502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7782690525054932},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5859695076942444},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.49422553181648254},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45312243700027466},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.452629029750824},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45020973682403564},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.44557806849479675},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.43862926959991455},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.4265602231025696},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.42567774653434753},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42190372943878174},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.41686320304870605},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.40917953848838806},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.16640430688858032},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.13984498381614685},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.1017255187034607}],"concepts":[{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.778526782989502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7782690525054932},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5859695076942444},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.49422553181648254},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45312243700027466},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.452629029750824},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45020973682403564},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.44557806849479675},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.43862926959991455},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.4265602231025696},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.42567774653434753},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42190372943878174},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.41686320304870605},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.40917953848838806},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.16640430688858032},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.13984498381614685},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.1017255187034607},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isit.2019.8849760","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit.2019.8849760","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:escholarship.org/ark:/13030/qt9wq6g2tq","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/9wq6g2tq","pdf_url":"https://escholarship.org/content/qt9wq6g2tq/qt9wq6g2tq.pdf?t=q4to5j","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:escholarship.org/ark:/13030/qt9wq6g2tq","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/9wq6g2tq","pdf_url":"https://escholarship.org/content/qt9wq6g2tq/qt9wq6g2tq.pdf?t=q4to5j","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.800000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2975164302.pdf","grobid_xml":"https://content.openalex.org/works/W2975164302.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1501203061","https://openalex.org/W2001996312","https://openalex.org/W2006901563","https://openalex.org/W2058401212","https://openalex.org/W2086402015","https://openalex.org/W2105103777","https://openalex.org/W2114623221","https://openalex.org/W2135099885","https://openalex.org/W2576261600","https://openalex.org/W2962988160","https://openalex.org/W4255308044","https://openalex.org/W6685627644"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660"],"abstract_inverted_index":{"The":[0],"combination":[1],"of":[2,10,16,25,37,117,146],"computation":[3],"and":[4,19,27,93,129],"communication":[5,70],"constraints":[6],"within":[7],"the":[8,35,45,56,65,98,101,131],"Internet":[9],"Things":[11],"systems":[12],"require":[13],"intelligent":[14],"allocation":[15],"decision":[17,48,84,103],"making":[18],"learning":[20,82,116],"processes":[21],"across":[22],"a":[23,83,109,137],"network":[24],"sensing":[26],"computing":[28,61],"devices.":[29],"In":[30],"this":[31],"paper,":[32],"we":[33,80],"present":[34],"problem":[36,113],"observation":[38],"selection":[39],"for":[40,90,105,114,125,144],"reactive":[41],"on-sensor":[42,91,120],"decision-making,":[43],"where":[44],"most":[46],"accurate":[47],"rule":[49,85,104],"cannot":[50],"be":[51],"used":[52],"unaided":[53],"neither":[54],"at":[55,142],"sensor":[57],"(due":[58,67],"to":[59,68,136],"limited":[60],"power),":[62],"nor":[63],"in":[64,77],"cloud":[66,99],"high":[69],"latency).":[71],"To":[72],"make":[73],"time-sensitive":[74],"adaptation":[75],"possible":[76],"these":[78],"conditions,":[79],"consider":[81],"that":[86],"is":[87,94,140],"computationally":[88],"viable":[89],"use":[92],"continuously":[95],"adjusted":[96],"by":[97],"using":[100],"optimal":[102],"supervision.":[106],"We":[107],"pose":[108],"constrained":[110],"stochastic":[111],"optimization":[112],"online":[115],"such":[118],"instrumental":[119],"classifier,":[121],"propose":[122],"an":[123],"algorithm":[124],"updating":[126],"its":[127],"parameters,":[128],"establish":[130],"conditions":[132],"under":[133],"which":[134],"convergence":[135],"local":[138],"extremum":[139],"guaranteed,":[141],"least":[143],"samples":[145],"independent":[147],"observations.":[148]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
