Machine learning for physical layer in 5G and beyond wireless networks: A survey

J Tanveer, A Haider, R Ali, A Kim - Electronics, 2021 - mdpi.com
Fifth-generation (5G) technology will play a vital role in future wireless networks. The
breakthrough 5G technology will unleash a massive Internet of Everything (IoE), where …

Enabling Technologies for Next-Generation Smart Cities: A Comprehensive Review and Research Directions

SA Ali, SA Elsaid, AA Ateya, M ElAffendi, AAA El-Latif - Future Internet, 2023 - mdpi.com
The concept of smart cities, which aim to enhance the quality of urban life through innovative
technologies and policies, has gained significant momentum in recent years. As we …

The Role of Technology in Fostering Innovation and Growth in Start-up Businesses

H Khuan, E Andriani… - West Science Journal …, 2023 - wsj.westscience-press.com
The integration of technology within the context of start-up enterprises has emerged as a
transformative force driving innovation and growth. This paper presents a bibliometric …

Drive: Dynamic resource introspection and vnf embedding for 5g using machine learning

D Basu, S Kal, U Ghosh, R Datta - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
The network slicing (NS) technique is comprehensively reshaping the next-generation
communication networks (eg, 5G and 6G). Software-defined networking (SDN) and network …

Intelligent IoT for automotive industry 4.0: Challenges, opportunities, and future trends

RK Ghosh, A Banerjee, P Aich, D Basu… - Intelligent Internet of …, 2022 - Springer
Abstract The Internet of Things (IoT) is confronting a massive paradigm shift with all new
technologies which have tremendous potential to upgrade the lifestyle to a brand new level …

A reverse path-flow mechanism for latency aware controller placement in vsdn enabled 5g network

D Basu, A Jain, U Ghosh, R Datta - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Long distance communication links may severely affect the cyber-physical systems (CPSs)
in 5G (and future 6G) networks and degrade its reliability and resilience by disrupting the …

6G for Industry 5.0 and smart CPS: a journey from challenging hindrance to opportunistic future

D Basu, U Ghosh, R Datta - 2022 IEEE Silchar Subsection …, 2022 - ieeexplore.ieee.org
Revolution in hardware technology immensely enforced the up-gradation of modern
communication networks. The inclusion of Artificial Intelligence (AI) and Machine Learning …

Vertical Split Learning-Based Identification and Explainable Deep Learning-Based Localization of Failures in Multi-Domain NFV Systems

F Ezzeddine, O Ayoub, D Andreoletti… - … IEEE Conference on …, 2023 - ieeexplore.ieee.org
Automated failure management in Network Function Virtualization (NFV) systems continues
to gain significant attention as it allows identifying and mitigating failures in a timely manner …

Multi-cluster dynamic load balancing in vsdn-enabled 5g heterogeneous network for smart cyber-physical systems

D Basu, A Jain, AS Rao, U Ghosh… - 2022 14th International …, 2022 - ieeexplore.ieee.org
In recent years, communication networks have witnessed a massive surge in network traffic
due to the impact of the new normal situation in which a systematic paradigm shift has …

QoS-aware dynamic controller implantation over vSDN-enabled UAV networks for real-time service delivery

D Basu, A Jain, U Ghosh, R Datta - … of the 4th ACM MobiCom workshop …, 2021 - dl.acm.org
The advancement of wireless communication networks has been highly influenced by the
development of UAV networks. The real-time realization and quick installation of UAV …