Towards Emulation of Intelligent IoT Networks on EU-US Testbeds

Sachin Sharma, Saish Urumkar, Gianluca Fontanesi, Venkat Sai Suman Lamba Karanam, Boyang Hu, Byrav Ramamurthy, Avishek Nag
July 2022
Cite DOI URL

Abstract

This paper introduces our project on experimental validation of intelligent Internet of Things (IoT) networks. The project is a part of the NGIAtlantic H2020 third open call to perform experiments on EU and US wireless testbeds. The project proposes five different experiments to be performed on EU/US testbeds: (1) automatic configuration/discovery of Software Defined Networking (SDN) in wireless IoT sensor networks, (2) Machine Learning (ML) assisted control and data traffic path discovery experiments, (3) GPU and Hadoop cluster assisted experiments for ML algorithms, (4) Inter-testbed experiments, and (5) Failure recovery intercity experiments. Further, initial experimentation on EU/US testbeds is explored and presented. The results show the feasibility of performing the above experiments on the proposed testbeds.

Type
Conference paper
Publication
2022 International Seminar on Intelligent Technology and Its Applications (ISITIA)
Network Topology Wireless Communication Wireless Sensor Networks Machine Learning Algorithms Telecommunication Computing EU-US Testbeds Powders SDN Internet of Things Software Defined Networking Learning (Artificial Intelligence) IoT 5G/6G Data Traffic Path Discovery Failure Recovery Hadoop Cluster Intelligent Internet Intelligent Internet of Things Intelligent IoT Machine Learning Machine Learning Assisted Control Seminars Software Algorithms Wireless IoT Sensor Networks
Venkat Sai Suman Lamba Karanam
Venkat Sai Suman Lamba Karanam
PhD Candidate

My research areas include mathematical modeling for large data transfers, optical networks, online machine learning paradigms, cybersecurity.

Boyang Hu
Boyang Hu
PhD Candidate

My research areas include optical networks, network security, telecommunications, machine learning in optical networks, and software-defined networking. My research work is supported by the U.S. National Science Foundation and the U.S. Department of Energy.

Byrav Ramamurthy
Byrav Ramamurthy
Professor & PI

My research areas include optical and wireless networks, peer-to-peer networks for multimedia streaming, network security and telecommunications. My research work is supported by the U.S. National Science Foundation, U.S. Department of Energy, U.S. Department of Agriculture, NASA, AT&T Corporation, Agilent Tech., Ciena, HP and OPNET Inc.