5 papers
A Novel Integrated Architecture for Intent Based Approach and Zero Touch Networks
Neelam Gupta, Dibakar Das, Tamizhelakkiya K +5
The transition to Sixth Generation (6G) networks presents challenges in managing quality of service (QoS) of diverse applications and achieving Service Level Agreements (SLAs) unde…
Digital Twin Assisted Proactive Management in Zero Touch Networks
Tamizhelakkiya K, Dibakar Das, Komal Sharma +2
The rapid expansion of cellular networks and rising demand for high-quality services require efficient and autonomous network management solutions. Zero Touch Network (ZTN) managem…
Connecting the Unconnected -- Sentiment Analysis of Field Survey of Internet Connectivity in Emerging Economies
Dibakar Das, Barath S Narayan, Aarna Bhammar +1
Internet has significantly improved the quality of citizens across the world. Though the internet coverage is quite high, 40% of global population do not have access to broadband i…
Novel Closed Loop Control Mechanism for Zero Touch Networks using BiLSTM and Q-Learning
Tamizhelakkiya K, Dibakar Das, Jyotsna Bapat +2
As networks advance toward the Sixth Generation (6G), management of high-speed and ubiquitous connectivity poses major challenges in meeting diverse Service Level Agreements (SLAs)…
Connectivity for AI enabled cities -- A field survey based study of emerging economies
Dibakar Das, Jyotsna Bapat, Angeliki Katsenou +1
The impact of Artificial Intelligence (AI) is transforming various aspects of urban life, including, governance, policy and planning, healthcare, sustainability, economics, entrepr…