{"id":"https://openalex.org/W4408325414","doi":"https://doi.org/10.1109/globecom52923.2024.10901439","title":"Cooperative Streaming Inferences in IoT Networks","display_name":"Cooperative Streaming Inferences in IoT Networks","publication_year":2024,"publication_date":"2024-12-08","ids":{"openalex":"https://openalex.org/W4408325414","doi":"https://doi.org/10.1109/globecom52923.2024.10901439"},"language":"en","primary_location":{"id":"doi:10.1109/globecom52923.2024.10901439","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901439","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/GLOBECOM52923.2024.10901439","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100415393","display_name":"Mengyuan Li","orcid":"https://orcid.org/0000-0001-5526-3228"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Mengyuan Li","raw_affiliation_strings":["Delft University of Technology,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044138533","display_name":"George Iosifidis","orcid":"https://orcid.org/0000-0003-1001-2323"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"George Iosifidis","raw_affiliation_strings":["Delft University of Technology,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045465417","display_name":"Ramjee Prasad","orcid":"https://orcid.org/0000-0001-7443-7641"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"R. Venkatesha Prasad","raw_affiliation_strings":["Delft University of Technology,The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delft University of Technology,The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4824","last_page":"4829"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9933000206947327,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9933000206947327,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9857000112533569,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9386000037193298,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7272080183029175},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5939225554466248},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.43056607246398926},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.4200807213783264},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32314664125442505},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.31073135137557983},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09952262043952942}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7272080183029175},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5939225554466248},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.43056607246398926},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.4200807213783264},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32314664125442505},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.31073135137557983},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09952262043952942}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/globecom52923.2024.10901439","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom52923.2024.10901439","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2024 - 2024 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:16967974","is_oa":true,"landing_page_url":"https://doi.org/10.1109/GLOBECOM52923.2024.10901439","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"GLOBECOM, IEEE Global Communications Conference","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:16967974","is_oa":true,"landing_page_url":"https://doi.org/10.1109/GLOBECOM52923.2024.10901439","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"GLOBECOM, IEEE Global Communications Conference","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2513180554","https://openalex.org/W2547443968","https://openalex.org/W2604304011","https://openalex.org/W2725436513","https://openalex.org/W2766827306","https://openalex.org/W2797477167","https://openalex.org/W2883140778","https://openalex.org/W2883483737","https://openalex.org/W2970084480","https://openalex.org/W2982760504","https://openalex.org/W3081076929","https://openalex.org/W3106045847","https://openalex.org/W3156233896","https://openalex.org/W3179083294","https://openalex.org/W4366377627","https://openalex.org/W4378473300","https://openalex.org/W4387869952","https://openalex.org/W4389105019","https://openalex.org/W4390974023","https://openalex.org/W4399688673","https://openalex.org/W6681723013","https://openalex.org/W6694693775","https://openalex.org/W6750960112","https://openalex.org/W6772299385"],"related_works":["https://openalex.org/W4245926026","https://openalex.org/W4311097251","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4247463117","https://openalex.org/W4361251261","https://openalex.org/W3031181660","https://openalex.org/W4238100021"],"abstract_inverted_index":{"Collaborative":[0],"execution":[1,35],"of":[2,13,36,98,105],"inference":[3],"tasks":[4],"by":[5],"extreme-edge":[6],"nodes":[7,31],"can":[8,32],"effectively":[9],"address":[10],"the":[11,17,34,76,96,99],"challenge":[12],"scarce":[14],"resources":[15,80],"in":[16],"Next":[18],"Generation":[19],"IoT":[20],"and":[21,46,48,60,81,86,108],"6G":[22],"networks.":[23],"In":[24],"this":[25,53],"paper,":[26],"we":[27,94],"study":[28],"how":[29],"such":[30],"coordinate":[33],"streaming":[37],"inferences":[38],"to":[39,70,88],"jointly":[40],"optimize":[41],"their":[42],"task":[43,64,82],"performance":[44,97],"(accuracy":[45],"latency)":[47],"energy":[49],"consumption.":[50],"We":[51],"formulate":[52],"process":[54],"as":[55],"an":[56,62],"online":[57,63],"learning":[58],"problem,":[59],"design":[61],"assignment":[65],"algorithm,":[66],"which":[67],"is":[68],"proven":[69],"provide":[71],"optimality":[72],"guarantees":[73],"even":[74],"when":[75],"network":[77],"parameters":[78],"(node":[79],"properties)":[83],"are":[84],"unkown":[85],"subject":[87],"arbitrary":[89],"variations":[90],"over":[91],"time.":[92],"Further,":[93],"validate":[95],"proposed":[100],"algorithm":[101],"using":[102],"data-driven":[103],"simulations":[104],"representative":[106],"scenarios":[107],"compare":[109],"it":[110],"with":[111],"non-cooperative":[112],"benchmarks.":[113]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
