{"id":"https://openalex.org/W4387251749","doi":"https://doi.org/10.1109/ccis59572.2023.10262991","title":"Predictability of Cellular Network Traffic Based on Conditional Entropy","display_name":"Predictability of Cellular Network Traffic Based on Conditional Entropy","publication_year":2023,"publication_date":"2023-08-12","ids":{"openalex":"https://openalex.org/W4387251749","doi":"https://doi.org/10.1109/ccis59572.2023.10262991"},"language":"en","primary_location":{"id":"doi:10.1109/ccis59572.2023.10262991","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccis59572.2023.10262991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 9th International Conference on Cloud Computing and Intelligent Systems (CCIS)","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/A5100374267","display_name":"Bo Sun","orcid":"https://orcid.org/0000-0003-1193-0150"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Sun","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China,100876"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101659034","display_name":"Lei Yao","orcid":"https://orcid.org/0000-0002-3507-8209"},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Yao","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China,100876"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069023915","display_name":"Zida Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I139759216","display_name":"Beijing University of Posts and Telecommunications","ror":"https://ror.org/04w9fbh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I139759216"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zida Liu","raw_affiliation_strings":["Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China,100876"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing University of Posts and Telecommunications,School of Electronic Engineering,Beijing,China,100876","institution_ids":["https://openalex.org/I139759216"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079750750","display_name":"Junlan Feng","orcid":"https://orcid.org/0000-0001-5292-2945"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junlan Feng","raw_affiliation_strings":["China Mobile Research Institute,Center of AI and Intelligent Operation R&#x0026;D,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute,Center of AI and Intelligent Operation R&#x0026;D,Beijing,China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100365496","display_name":"Xing Wang","orcid":"https://orcid.org/0000-0003-4313-6381"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Wang","raw_affiliation_strings":["China Mobile Research Institute,Center of AI and Intelligent Operation R&#x0026;D,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute,Center of AI and Intelligent Operation R&#x0026;D,Beijing,China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101868813","display_name":"Lin Zhu","orcid":"https://orcid.org/0000-0002-0690-2596"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Zhu","raw_affiliation_strings":["China Mobile Research Institute,Center of AI and Intelligent Operation R&#x0026;D,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute,Center of AI and Intelligent Operation R&#x0026;D,Beijing,China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100773559","display_name":"Chao Deng","orcid":"https://orcid.org/0000-0003-4449-5247"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Deng","raw_affiliation_strings":["China Mobile Research Institute,Center of AI and Intelligent Operation R&#x0026;D,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute,Center of AI and Intelligent Operation R&#x0026;D,Beijing,China","institution_ids":["https://openalex.org/I180662265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100419731","display_name":"Yong Zhang","orcid":"https://orcid.org/0000-0001-7857-1266"},"institutions":[{"id":"https://openalex.org/I180662265","display_name":"China Mobile (China)","ror":"https://ror.org/05gftfe97","country_code":"CN","type":"company","lineage":["https://openalex.org/I180662265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Zhang","raw_affiliation_strings":["China Mobile Research Institute,Center of AI and Intelligent Operation R&#x0026;D,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Mobile Research Institute,Center of AI and Intelligent Operation R&#x0026;D,Beijing,China","institution_ids":["https://openalex.org/I180662265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"132","last_page":"137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9854000210762024,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.9609212875366211},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.6711582541465759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6705265045166016},{"id":"https://openalex.org/keywords/conditional-entropy","display_name":"Conditional entropy","score":0.6419863104820251},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.5218530893325806},{"id":"https://openalex.org/keywords/cellular-traffic","display_name":"Cellular traffic","score":0.49267417192459106},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.4374848008155823},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.367450475692749},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3146752417087555},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.29061248898506165},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24396666884422302},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.21472936868667603},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.16438910365104675},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08076512813568115}],"concepts":[{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.9609212875366211},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.6711582541465759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6705265045166016},{"id":"https://openalex.org/C101721835","wikidata":"https://www.wikidata.org/wiki/Q813908","display_name":"Conditional entropy","level":3,"score":0.6419863104820251},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.5218530893325806},{"id":"https://openalex.org/C133972139","wikidata":"https://www.wikidata.org/wiki/Q5058371","display_name":"Cellular traffic","level":3,"score":0.49267417192459106},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.4374848008155823},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.367450475692749},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3146752417087555},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.29061248898506165},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24396666884422302},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.21472936868667603},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.16438910365104675},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08076512813568115},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccis59572.2023.10262991","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccis59572.2023.10262991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 9th International Conference on Cloud Computing and Intelligent Systems (CCIS)","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":14,"referenced_works":["https://openalex.org/W1987228002","https://openalex.org/W2033930722","https://openalex.org/W2040488623","https://openalex.org/W2061863908","https://openalex.org/W2190432600","https://openalex.org/W2769019043","https://openalex.org/W2864062755","https://openalex.org/W2982844456","https://openalex.org/W3010788550","https://openalex.org/W3130738952","https://openalex.org/W3159034400","https://openalex.org/W3198702287","https://openalex.org/W3206043672","https://openalex.org/W4205705381"],"related_works":["https://openalex.org/W2039858536","https://openalex.org/W2276501992","https://openalex.org/W2774283532","https://openalex.org/W2152560098","https://openalex.org/W4320801776","https://openalex.org/W2112690730","https://openalex.org/W2942897781","https://openalex.org/W2041902000","https://openalex.org/W1564218952","https://openalex.org/W2538283180"],"abstract_inverted_index":{"The":[0,34,76],"prediction":[1,26,32,89,96],"of":[2,19,25,36,52,58,97,105],"cellular":[3,39,100],"services":[4],"can":[5],"help":[6],"operators":[7],"adjust":[8],"the":[9,16,22,28,49,83,92,103,106],"network":[10],"status":[11],"in":[12,38,99],"advance":[13],"to":[14,30,48,62,81],"meet":[15],"QoS":[17],"requirements":[18],"users.":[20],"Evaluating":[21],"upper":[23],"boundary":[24,90],"is":[27,46,79],"key":[29],"designing":[31],"algorithms.":[33],"traffic":[35,50,95],"cells":[37,98],"networks":[40],"has":[41,109],"strong":[42],"temporal":[43],"periodicity":[44],"and":[45,72,102],"related":[47],"features":[51],"adjacent":[53],"cells.":[54],"Therefore,":[55],"three":[56],"types":[57],"entropy":[59,108],"are":[60],"proposed":[61,107],"measure":[63],"its":[64],"predictability:":[65],"(1)":[66],"Temporal":[67],"entropy,":[68,71],"(2)":[69],"Spatial":[70],"(3)":[73],"Spatiotemporal":[74],"entropy.":[75],"Fano":[77],"equation":[78],"used":[80],"calculate":[82],"predictability":[84],"boundary,":[85],"which":[86],"provides":[87],"a":[88],"for":[91],"base":[93],"station":[94],"networks,":[101],"effectiveness":[104],"been":[110],"verified":[111],"through":[112],"simulation":[113],"experiments.":[114]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
