Digital Twin for Networks - Emulation as a Service (EaaS)
This paper presents Emulation as a Service, a novel approach that runs independently of emulators and network devices and offers remote emulation services for heterogeneous networks. Since, it is impractical to create large-scale network testbeds to conduct real-time experiments, we believe that our solution can be utilized extensively in practice. Different emulators are leveraged to perform emulations for different networks. However, we do not see a unified framework which can provide a common interface between users and various emulators for creating Digital Twin (DT) of communication networks. We present a framework designed to address this issue by offering realistic emulations. Our framework utilizes a si/e-mulator agnostic, microservices-based architecture to provide remote, scalable and on-demand services to the user. It also uses AI/ML algorithms to utilize the generated data for further analytics and provides a prescriptive report to the user.
Authors
- Hemant Kumar Rath (ORCID: https://orcid.org/0000-0003-0729-9028)
- Garima Mishra (ORCID: https://orcid.org/0000-0002-8665-5635)
- Muskan Rana
- M. V. Menon
- Shameemraj M Nadaf
Institutions
- Tata Consultancy Services (India) (IN)
Publication Details
- Published
- 2025-03-17
- DOI
- https://doi.org/10.1109/percomworkshops65533.2025.00137
- Primary Topic
- Digital Transformation in Industry
- Type
- article
- Field-Weighted Citation Impact
- 0.00