Towards a Scalable Architecture for Building Digital Twins at the Edge

被引:2
作者
Alanezi, Khaled [1 ]
Mishra, Shivakant [2 ]
机构
[1] PAAET, Coll Basic Educ, Dept Comp, Kuwait, Kuwait
[2] Univ Colorado, Dept Comp Sci, Boulder, CO USA
来源
2023 IEEE/ACM SYMPOSIUM ON EDGE COMPUTING, SEC 2023 | 2023年
关键词
Digital Twin Architecture; EdgeAI; Scalability; Complexity;
D O I
10.1145/3583740.3626807
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents a system architecture for building digital twins at the edge. In particular, it addresses two major challenges: system scalability and complexity. It introduces two novel architectural components: a Context Aware Communication Component (CACC) that addresses the scalability issue in communication between physical and virtual environments, and second, an application-agnostic methodology, a service registry component for integrating digital twin with EdgeAI (DT-EdgeAI integration) at the edge. The paper describes this architecture in detail and provides a preliminary prototype implementation.
引用
收藏
页码:325 / 329
页数:5
相关论文
共 10 条
[1]  
Alanezi K., An iot architecture leveraging digital twins: Compromised node detection scenario
[2]  
E. Foundation, Open source framework for digital twins., eclipse ditto
[3]   A Review on Digital Twin Technology in Smart Grid, Transportation System and Smart City: Challenges and Future [J].
Jafari, Mina ;
Kavousi-Fard, Abdollah ;
Chen, Tao ;
Karimi, Mazaher .
IEEE ACCESS, 2023, 11 :17471-17484
[4]  
Miao J., 2023, Tech. Rep
[5]   Human Digital Twin for Personalized Healthcare: Vision, Architecture and Future Directions [J].
Okegbile, Samuel D. ;
Cai, Jun ;
Yi, Changyan ;
Niyato, Dusit .
IEEE NETWORK, 2023, 37 (02) :262-269
[6]   DUET: A Framework for Building Interoperable and Trusted Digital Twins of Smart Cities [J].
Raes, Lieven ;
Michiels, Philippe ;
Adolphi, Thomas ;
Tampere, Chris ;
Dalianis, Athanasios ;
McAleer, Susie ;
Kogut, Pavel .
IEEE INTERNET COMPUTING, 2022, 26 (03) :43-50
[7]   The Role of AI, Machine Learning, and Big Data in Digital Twinning: A Systematic Literature Review, Challenges, and Opportunities [J].
Rathore, M. Mazhar ;
Shah, Syed Attique ;
Shukla, Dhirendra ;
Bentafat, Elmahdi ;
Bakiras, Spiridon .
IEEE ACCESS, 2021, 9 :32030-32052
[8]   The Case for VM-Based Cloudlets in Mobile Computing [J].
Satyanarayanan, Mahadev ;
Bahl, Paramvir ;
Caceres, Ramon ;
Davies, Nigel .
IEEE PERVASIVE COMPUTING, 2009, 8 (04) :14-23
[9]  
VMware I, Spring cloud netflix - eureka server
[10]  
Wang Yuhui, 2023, IEEE Internet Things J.