3 papers
cs.NI2025
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…
cs.NI2025
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…
cs.NI2025
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)…