Publications
Research publications from the Networked Wireless Systems Laboratory
A Zero Touch Emulation Framework for Network Slicing Management in a 5G Core Testbed
Shwetha Vittal, Sourav Sarkar, Prashanth P S and Antony Franklin, "
Bus Travel Time Prediction using Extreme Gradient Boosting
[P1] Prashansa Agrawal, Jahnavi Yarlagadda, Antony Franklin A, and Digvijay Pawar, "
Content-Aware Optimization of Tiled 360° Video Streaming Over Cellular Network
Saurabh S Dange, Shashwat Kumar, Antony Franklin
The proliferation of 360° video content and easy availability of head-mounted devices propelled the popularity of 360° video streaming on various platforms, including smart-phones. However, the high bandwidth requirement of …
OCTANE: A Joint Computation Offloading and Resource Allocation Scheme for MEC Assisted 5G NR Vehicular Networks
Bheemarjuna Reddy Tamma, Antony Franklin, Chinmay Tompe, Veerendra kumar Gautam
New vehicular applications like Augmented Reality (AR), Virtual Reality (VR), and High Definition Map (HD Map) have computational intensive and latency-sensitive traits and require collaboration among nearby vehicles. Computational offloading …
On Handling Class Imbalance in Continual Learning based Network Intrusion Detection Systems
Bheemarjuna Reddy Tamma, Sumohana S Channappayya, Thushara Tippi Reddy, Amalapuram Suresh Kumar
Modern-day cyber threats are growing more rapidly than ever before. To effectively defend against them, Anomaly-based Network intrusion detection systems (A-NIDS) must evolve continuously. Traditional machine learning techniques are ineffective …
Performance Study of Large Scale Network Slice Deployment in a 5G Core Testbed
Shwetha Vittal, Aditya Chilukuri, Sourav Sarkar, Akshitha Shinde, Antony Franklin
Network slicing in 5G forms a pivotal enabler to satisfy unprecedented requirements in terms of data rate, latency, and capacity in the form of heterogeneous network services namely, enhanced Mobile …
Performance analysis of spatially distributed LTE-U/NR-U and Wi-Fi networks: An analytical model for coexistence study
Anand M Baswade, Mohith Reddy, Bheemarjuna Reddy Tamma, Antony Franklin and Vanlin Sathya, "
RAPTAP: a socio-inspired approach to resource allocation and interference management in dense small cells
Vanlin Sathya, Srikant Manas Kala, S Bhupeshraj, and Bheemarjuna Reddy Tamma, "
Self Optimizing Network Slicing in 5G for Slice Isolation and High Availability
Antony Franklin, Shwetha Vittal
5G network supports end-to-end logically isolated networks in the form of network slices, catering to the needs of users of various primary network services, namely enhanced Mobile Broadband (eMBB), ultra …
Traffic Aware Optimal Bandwidth Segmentation for Low Latency Communication in 5G
Ujjwal Pawar, Aditya Chilukuri, Antony Franklin
The fifth-generation (5G) mobile technology comes with numerous enhancements to support new use cases and services. Two of these enhancements are Numerology and Bandwidth Part (BWP) in the 5G NR …
Traffic-Aware Compute Resource Tuning for Energy Efficient Cloud RANs
Ujjwal Pawar, Bheemarjuna Reddy Tamma, Antony Franklin
Cloud Radio Access Network (C-RAN) disaggregates the functionalities of the base station in a way that some of the radio processing tasks are centralized in a virtualized computer pool of …
Traffic-Aware Sensing-Based Semi-Persistent Scheduling for High Efficacy of C-V2X Networks
Anshika Chourasia, Bheemarjuna Reddy Tamma, Antony Franklin
3GPP has introduced C-V2X technology in the Rel. 14 for improving road safety. There are two modes of vehicular communication in C-V2X viz., Mode 3 and Mode 4. Since Mode …
Wi-Fi based Road Traffic Monitoring System with Channel Hopping
Anshika Chourasia, Bheemarjuna Reddy Tamma, Antony Franklin
With the advancement in technology and digitalization of society, the number of smartphone users has increased drastically. According to [1], there will be 5.3 billion Internet users by 2023. Due …
Adaptive Network Slicing with Multi-Site Deployment in 5G Core Networks
Shwetha Vittal, Mohit Kumar, Antony Franklin
In today's moving world to ambitious 5G, 3GPP has defined three fundamental and promising services, namely enhanced Mobile Broadband (eMBB), ultra Reliable Low Latency Communication (uRLLC), and massive Machine Type …
CIRNO: Leveraging Capacity Interference Relationship for Dense Networks optimization
Bheemarjuna Reddy Tamma, Seah Winston K.G, Vanlin Sathya, Srikant Manas Kala
To meet the rising data-offloading demands, IEEE 802.11-based WiFi networks have undergone consistent densification. The unlicensed spectrum has also been harnessed through LTE-WiFi coexistence. However, in dense and ultradense networks …