Swarna Bindu Chetty

According to our database, Swarna Bindu Chetty authored at least 14 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Optimized Resource Allocation for Cloud-Native 6G Networks: Zero-Touch ML Models in Microservices-Based VNF Deployments.

Swarna Bindu Chetty, Avishek Nag, Ahmed Al-Tahmeesschi, Qiao Wang, Berk Canberk, Johann Márquez-Barja, Hamed Ahmadi

IEEE Netw., July, 2025

An Explainable AI Framework for Dynamic Resource Management in Vehicular Network Slicing.

Haochen Sun, Yifan Liu, Ahmed Al-Tahmeesschi, Swarna Bindu Chetty, Syed Ali Raza Zaidi, Avishek Nag, Hamed Ahmadi

CoRR, June, 2025

Optimizing 6G Dense Network Deployment for the Metaverse Using Deep Reinforcement Learning.

Jie Zhang, Swarna Bindu Chetty, Qiao Wang, Chenrui Sun, Paul Daniel Mitchell, David Grace, Hamed Ahmadi

CoRR, March, 2025

Towards Sustainability in 6G and beyond: Challenges and Opportunities of Open RAN.

Hamed Ahmadi, Mostafa Rahmani, Swarna Bindu Chetty, Eirini Eleni Tsiropoulou, Huseyin Arslan, Mérouane Debbah, Tony Q. S. Quek

CoRR, March, 2025

Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences.

Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi, Ahmed Elbakary, Alexandros Nikou, Ali Maatouk, Ali Mokh, Amirreza Kazemi, Antonio De Domenico, Athanasios Karapantelakis, Bo Cheng, Bo Yang, Bohao Wang, Carlo Fischione, Chao Zhang, Chaouki Ben Issaid, Chau Yuen, Chenghui Peng, Chongwen Huang, Christina Chaccour, Christo Kurisummoottil Thomas, Dheeraj Sharma, Dimitris Kalogiros, Dusit Niyato, Eli De Poorter, Elissa Mhanna, Emilio Calvanese Strinati, Faouzi Bader, Fathi Abdeldayem, Fei Wang, Fenghao Zhu, Gianluca Fontanesi, Giovanni Geraci, Haibo Zhou, Hakimeh Purmehdi, Hamed Ahmadi, Hang Zou, Hongyang Du, Hoon Lee, Howard H. Yang, Iacopo Poli, Igor Carron, Ilias Chatzistefanidis, Inkyu Lee, Ioannis Pitsiorlas, Jaron Fontaine, Jiajun Wu, Jie Zeng, Jinan Li, Jinane Karam, Johny Gemayel, Juan Deng, Julien Frison, Kaibin Huang, Kehai Qiu, Keith Ball, Kezhi Wang, Kun Guo, Leandros Tassiulas, Lecorve Gwenole, Liexiang Yue, Lina Bariah, Louis Powell, Marcin Dryjanski, Maria Amparo Canaveras Galdon, Marios Kountouris, Maryam Hafeez, Maxime Elkael, Mehdi Bennis, Mehdi Boudjelli, Meiling Dai, Mérouane Debbah, Michele Polese, Mohamad Assaad, Mohamed Benzaghta, Mohammad Al Refai, Moussab Djerrab, Mubeen Syed, Muhammad Amir, Na Yan, Najla Alkaabi, Nan Li, Nassim Sehad, Navid Nikaein, Omar Hashash, Pawel Sroka, Qianqian Yang, Qiyang Zhao, Rasoul Nikbakht Silab, Rex Ying, Roberto Morabito, Rongpeng Li, Ryad Madi, Salah Eddine El Ayoubi, Salvatore D'Oro, Samson Lasaulce, Serveh Shalmashi, Sige Liu, Sihem Cherrared, Swarna Bindu Chetty

CoRR, March, 2025

Energy Consumption Reduction for UAV Trajectory Training: A Transfer Learning Approach.

Chenrui Sun, Swarna Bindu Chetty, Gianluca Fontanesi, Jie Zhang, Amir Hossein Mohajerzadeh, David Grace, Hamed Ahmadi

Proceedings of the 2025 IEEE Wireless Communications and Networking Conference (WCNC), 2025

2024

Energy Consumption of Machine Learning Enhanced Open RAN: A Comprehensive Review.

Xuanyu Liang, Qiao Wang, Ahmed Al-Tahmeesschi, Swarna Bindu Chetty, David Grace, Hamed Ahmadi

IEEE Access, 2024

Continuous Transfer Learning for UAV Communication-Aware Trajectory Design.

Chenrui Sun, Gianluca Fontanesi, Swarna Bindu Chetty, Xuanyu Liang, Berk Canberk, Hamed Ahmadi

Proceedings of the 11th International Conference on Wireless Networks and Mobile Communications, 2024

Enhancing Energy Efficiency in O-RAN Through Intelligent xApps Deployment.

Xuanyu Liang, Ahmed Al-Tahmeesschi, Qiao Wang, Swarna Bindu Chetty, Chenrui Sun, Hamed Ahmadi

Proceedings of the 11th International Conference on Wireless Networks and Mobile Communications, 2024

Energy Saving in 6G O-RAN Using DQN-Based xApp.

Qiao Wang, Swarna Bindu Chetty, Ahmed Al-Tahmeesschi, Xuanyu Liang, Yi Chu, Hamed Ahmadi

Proceedings of the 29th IEEE International Workshop on Computer Aided Modeling and Design of Communication Links and Networks, 2024

2023

Dynamic Prioritization and Adaptive Scheduling Using Deep Deterministic Policy Gradient for Deploying Microservice-Based VNFs.

Swarna Bindu Chetty, Hamed Ahmadi, Avishek Nag

Proceedings of the IEEE International Conference on Communications, 2023

2022

Dynamic Decomposition of Service Function Chain Using a Deep Reinforcement Learning Approach.

Swarna Bindu Chetty, Hamed Ahmadi, Massimo Tornatore, Avishek Nag

IEEE Access, 2022

2021

Virtual Network Function Embedding under Nodal Outage Using Deep Q-Learning.

Swarna Bindu Chetty, Hamed Ahmadi, Sachin Sharma, Avishek Nag

Future Internet, 2021

2020

Virtual Network Function Embedding under Nodal Outage using Reinforcement Learning.

Swarna Bindu Chetty, Hamed Ahmadi, Avishek Nag

Proceedings of the 14th IEEE International Conference on Advanced Networks and Telecommunications Systems, 2020