3 citations · 7 across the 12 of their papers we have counts for
7 papers · 1 filter
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…
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)…
Improved Q-learning based Multi-hop Routing for UAV-Assisted Communication
N P Sharvari, Dibakar Das, Jyotsna Bapat +1
Designing effective Unmanned Aerial Vehicle(UAV)-assisted routing protocols is challenging due to changing topology, limited battery capacity, and the dynamic nature of communicati…
Connectivity and Collision Constrained Opportunistic Routing for Emergency Communication using UAV
Sharvari N P, Dibakar Das, Jyotsna Bapat +1
Emergency communication is extremely important to aid rescue and search operation in the aftermath of any disaster. In such scenario, Unmanned Aerial Vehicle (UAV) networks may be…
A Data Augmented Bayesian Network for Node Failure Prediction in Optical Networks
Dibakar Das, Mohammad Fahad Imteyaz, Jyotsna Bapat +1
Failures in optical network backbone can cause significant interruption in internet data traffic. Hence, it is very important to reduce such network outages. Prediction of such fai…