{"id":"https://openalex.org/W4377236374","doi":"https://doi.org/10.1145/3581807.3581899","title":"Intelligent IoT Scheduling Mechanism Based on Data Traffic Prediction","display_name":"Intelligent IoT Scheduling Mechanism Based on Data Traffic Prediction","publication_year":2022,"publication_date":"2022-11-17","ids":{"openalex":"https://openalex.org/W4377236374","doi":"https://doi.org/10.1145/3581807.3581899"},"language":"en","primary_location":{"id":"doi:10.1145/3581807.3581899","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3581807.3581899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition","raw_type":"proceedings-article"},"type":"conference-paper","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/A5102945853","display_name":"Shuai Hou","orcid":"https://orcid.org/0009-0004-6379-9697"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Hou","raw_affiliation_strings":["China Electric Power Research Institute, China"],"raw_orcid":"https://orcid.org/0009-0004-6379-9697","affiliations":[{"raw_affiliation_string":"China Electric Power Research Institute, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101544891","display_name":"Jizhe Lu","orcid":"https://orcid.org/0009-0005-1723-238X"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jizhe Lu","raw_affiliation_strings":["China Electric Power Research Institute, China"],"raw_orcid":"https://orcid.org/0009-0005-1723-238X","affiliations":[{"raw_affiliation_string":"China Electric Power Research Institute, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038687671","display_name":"Enguo Zhu","orcid":"https://orcid.org/0000-0002-5667-988X"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enguo Zhu","raw_affiliation_strings":["China Electric Power Research Institute, China"],"raw_orcid":"https://orcid.org/0000-0002-5667-988X","affiliations":[{"raw_affiliation_string":"China Electric Power Research Institute, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026472813","display_name":"Hailong Zhang","orcid":"https://orcid.org/0000-0001-7195-1266"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailong Zhang","raw_affiliation_strings":["China Electric Power Research Institute, China"],"raw_orcid":"https://orcid.org/0000-0001-7195-1266","affiliations":[{"raw_affiliation_string":"China Electric Power Research Institute, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078074858","display_name":"Aliaosha Ye","orcid":"https://orcid.org/0009-0000-7329-6074"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]},{"id":"https://openalex.org/I4392738113","display_name":"China Electric Power Research Institute","ror":"https://ror.org/05ehpzy81","country_code":null,"type":"facility","lineage":["https://openalex.org/I17442442","https://openalex.org/I4392738113"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aliaosha Ye","raw_affiliation_strings":["China Electric Power Research Institute, China"],"raw_orcid":"https://orcid.org/0009-0000-7329-6074","affiliations":[{"raw_affiliation_string":"China Electric Power Research Institute, China","institution_ids":["https://openalex.org/I153473198","https://openalex.org/I4392738113"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.27103519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"623","last_page":"630"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9991999864578247,"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":0.9991999864578247,"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/T13553","display_name":"Age of Information Optimization","score":0.9883999824523926,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9794999957084656,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8134076595306396},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.7273482084274292},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.6591632962226868},{"id":"https://openalex.org/keywords/dynamic-priority-scheduling","display_name":"Dynamic priority scheduling","score":0.49113771319389343},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.43256285786628723},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.41971415281295776},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.37650805711746216},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.28285926580429077},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.26354682445526123},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.14094948768615723},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11341482400894165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8134076595306396},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.7273482084274292},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.6591632962226868},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.49113771319389343},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.43256285786628723},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.41971415281295776},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.37650805711746216},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.28285926580429077},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.26354682445526123},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.14094948768615723},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11341482400894165},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581807.3581899","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1145/3581807.3581899","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2022 11th International Conference on Computing and Pattern Recognition","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2733253862","https://openalex.org/W2809740924","https://openalex.org/W2913813947","https://openalex.org/W2929828503","https://openalex.org/W2964345218","https://openalex.org/W2965527961","https://openalex.org/W2980994438","https://openalex.org/W2988226917","https://openalex.org/W3048914941","https://openalex.org/W3104945152","https://openalex.org/W3111507638","https://openalex.org/W3119317017","https://openalex.org/W3159562992","https://openalex.org/W3207171755","https://openalex.org/W3208189341","https://openalex.org/W4226165801","https://openalex.org/W6795107874"],"related_works":["https://openalex.org/W4311097251","https://openalex.org/W4245926026","https://openalex.org/W2586548817","https://openalex.org/W2625093826","https://openalex.org/W2950174689","https://openalex.org/W4200598720","https://openalex.org/W2921026492","https://openalex.org/W4361251261","https://openalex.org/W3031181660","https://openalex.org/W4285201139"],"abstract_inverted_index":{"To":[0],"improve":[1],"the":[2,11,32,69,111,123,126],"efficiency":[3,124],"of":[4,15,34,104,125],"data":[5,38,54,62,71,89,102],"collection,":[6],"transmission":[7,90],"and":[8,24,92,108,120],"application":[9],"in":[10,37,110],"electric":[12],"power":[13],"Internet":[14],"Things(IoT),":[16],"many":[17],"researches":[18],"are":[19],"devoted":[20],"to":[21,66],"resource":[22],"allocation":[23],"scheduling":[25,50,81],"algorithms.":[26],"However,":[27],"few":[28],"studies":[29],"focus":[30],"on":[31,40,53],"impact":[33],"dynamic":[35],"changes":[36],"volume":[39],"decision-making.":[41],"In":[42],"this":[43,74],"paper,":[44],"we":[45,58,76],"propose":[46,59],"an":[47,60],"intelligent":[48,112],"IoT":[49,61,80,113],"mechanism":[51,82],"based":[52],"traffic":[55,63],"prediction.":[56],"First,":[57],"prediction":[64],"model(IoT-DTP)":[65],"accurately":[67],"predict":[68],"future":[70],"volume.":[72],"On":[73],"basis,":[75],"construct":[77],"a":[78],"data-driven":[79],"(PESM),":[83],"which":[84],"can":[85,99],"realize":[86,100],"higher":[87],"real-time":[88],"capability":[91],"faster":[93],"service":[94],"response.":[95],"For":[96],"instance,":[97],"it":[98],"efficient":[101],"interaction":[103],"App":[105],"launch,":[106],"release":[107],"update":[109],"software":[114],"platform.":[115],"Finally,":[116],"through":[117],"theoretical":[118],"analysis":[119],"experimental":[121],"evaluation,":[122],"proposed":[127],"method":[128],"is":[129],"verified.":[130]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}