{"title":"数字孪生网络的多源异构数据处理技术","authors":"Hongwei Yang, Pin Lü, Tao Sun, Lu Lu, Cheng Zhou","doi":"10.1109/ICCT56141.2022.10073059","DOIUrl":null,"url":null,"abstract":"Digital Twin Network (DTN) is a fusion technology of digital twin and information communication, and the processing of multi-source heterogeneous physical network data is the key to building a DTN system. This paper firstly proposes the classification of physical network data and the collection requirements for different types of data; secondly, the physical network data processing process is divided into three steps: ©Data collection and transmission, propose “3 criteria” for selecting data collection protocol, and data transmission method to meet the “3 consistent” requirements of twin traffic and physical traffic; ©Data storage and cleaning, clarify the basis for selecting databases for different physical network data, and propose a data cleaning process; ©Data open service, propose, a set of complete data open service architecture is proposed. Finally, this paper is summarized and the future research directions are prospected.","PeriodicalId":294057,"journal":{"name":"2022 IEEE 22nd International Conference on Communication Technology (ICCT)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Multi-source Heterogeneous Data Processing Technology for Digital Twin Network\",\"authors\":\"Hongwei Yang, Pin Lü, Tao Sun, Lu Lu, Cheng Zhou\",\"doi\":\"10.1109/ICCT56141.2022.10073059\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Digital Twin Network (DTN) is a fusion technology of digital twin and information communication, and the processing of multi-source heterogeneous physical network data is the key to building a DTN system. This paper firstly proposes the classification of physical network data and the collection requirements for different types of data; secondly, the physical network data processing process is divided into three steps: ©Data collection and transmission, propose “3 criteria” for selecting data collection protocol, and data transmission method to meet the “3 consistent” requirements of twin traffic and physical traffic; ©Data storage and cleaning, clarify the basis for selecting databases for different physical network data, and propose a data cleaning process; ©Data open service, propose, a set of complete data open service architecture is proposed. Finally, this paper is summarized and the future research directions are prospected.\",\"PeriodicalId\":294057,\"journal\":{\"name\":\"2022 IEEE 22nd International Conference on Communication Technology (ICCT)\",\"volume\":\"36 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-11-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 IEEE 22nd International Conference on Communication Technology (ICCT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCT56141.2022.10073059\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE 22nd International Conference on Communication Technology (ICCT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCT56141.2022.10073059","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Multi-source Heterogeneous Data Processing Technology for Digital Twin Network
Digital Twin Network (DTN) is a fusion technology of digital twin and information communication, and the processing of multi-source heterogeneous physical network data is the key to building a DTN system. This paper firstly proposes the classification of physical network data and the collection requirements for different types of data; secondly, the physical network data processing process is divided into three steps: ©Data collection and transmission, propose “3 criteria” for selecting data collection protocol, and data transmission method to meet the “3 consistent” requirements of twin traffic and physical traffic; ©Data storage and cleaning, clarify the basis for selecting databases for different physical network data, and propose a data cleaning process; ©Data open service, propose, a set of complete data open service architecture is proposed. Finally, this paper is summarized and the future research directions are prospected.