4 citations · 14 across the 19 of their papers we have counts for
11 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…
Energy Efficient UAV-Assisted Emergency Communication with Reliable Connectivity and Collision Avoidance
Sharvari N P, Dibakar Das, Jyotsna Bapat +1
Emergency communication is vital for search and rescue operations following natural disasters. Unmanned Aerial Vehicles (UAVs) can significantly assist emergency communication by a…
Generalised Mathematical Formulations for Non-Linear Optimized Scheduling
Sharvari Ravindran, Saptarshi Chaudhuri, Jyotsna Bapat +1
In practice, most of the optimization problems are non-linear requiring certain interactive solutions and approaches to model. In 5G Advanced and Beyond network slicing, mathematic…
Predictive Dynamic Scaling Multi-Slice-in-Slice-Connected Users for 5G System Resource Scheduling
Sharvari Ravindran, Saptarshi Chaudhuri, Jyotsna Bapat +1
Network slicing is an effective 5G concept for improved resource utilization and service scalability tailored to users (UEs) requirements. According to the standardization, 5G syst…
Optimization Results for 5G Slice-in-Slice Scheduling
Sharvari Ravindran, Saptarshi Chaudhuri, Jyotsna Bapat +1
Open Radio Access Network (ORAN) Slicing for 5G and Beyond is an emerging architecture and feature that will facilitate challenging RAN Service Level Agreement (SLA) assurance targ…
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…
A Non-intrusive Failure Prediction Mechanism for Deployed Optical Networks
Dibakar Das, Mohammad Fahad Imteyaz, Jyotsna Bapat +1
Failures in optical network backbone can lead to major disruption of internet data traffic. Hence, minimizing such failures is of paramount importance for the network operators. Ev…