Ravikumar Balakrishnan

According to our database, Ravikumar Balakrishnan authored at least 20 papers between 2011 and 2024.

Collaborative distances:

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

2024

Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management.

Ravikumar Balakrishnan, Marius Arvinte, Nageen Himayat, Hosein Nikopour, Hassnaa Moustafa

CoRR, 2024

2023

MutualNet: Adaptive ConvNet via Mutual Learning From Different Model Configurations.

Taojiannan Yang, Sijie Zhu, Matías Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen

IEEE Trans. Pattern Anal. Mach. Intell., 2023

Multi-Task Model Personalization for Federated Supervised SVM in Heterogeneous Networks.

Aleksei A. Ponomarenko-Timofeev, Olga Galinina, Ravikumar Balakrishnan, Nageen Himayat, Sergey Andreev, Yevgeni Koucheryavy

CoRR, 2023

Leveraging Compute Heterogeneity in Federated Multi-Task Classification.

Aleksei A. Ponomarenko-Timofeev, Olga Galinina, Ravikumar Balakrishnan, Nageen Himayat, Sergey Andreev, Yevgeni Koucheryavy

Proceedings of the 15th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops, 2023

Online Federated Learning based Object Detection across Autonomous Vehicles in a Virtual World.

Shenghong Dai, S. M. Iftekharul Alam, Ravikumar Balakrishnan, Kangwook Lee, Suman Banerjee, Nageen Himayat

Proceedings of the 20th IEEE Consumer Communications & Networking Conference, 2023

2022

Guest Editorial: An End-to-End Machine Learning Perspective on Industrial IoT.

Rita H. Wouhaybi, Ravikumar Balakrishnan, Navid Naderializadeh, Ahmad Beirami, Marco Di Felice, Shadi A. Noghabi, Anirudh Badam, Shugong Xu

IEEE Internet Things Mag., 2022

EdgeML: Towards network-accelerated federated learning over wireless edge.

Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang

Comput. Networks, 2022

Diverse Client Selection for Federated Learning via Submodular Maximization.

Ravikumar Balakrishnan, Tian Li, Tianyi Zhou, Nageen Himayat, Virginia Smith, Jeff A. Bilmes

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Resource Management and Model Personalization for Federated Learning over Wireless Edge Networks.

Ravikumar Balakrishnan, Mustafa Riza Akdeniz, Sagar Dhakal, Arjun Anand, Ariela Zeira, Nageen Himayat

J. Sens. Actuator Networks, 2021

Sim-to-Real Transfer in Multi-agent Reinforcement Networking for Federated Edge Computing.

Pinyarash Pinyoanuntapong, Tagore Pothuneedi, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang

Proceedings of the 6th IEEE/ACM Symposium on Edge Computing, 2021

2020

Resource Management and Fairness for Federated Learning over Wireless Edge Networks.

Ravikumar Balakrishnan, Mustafa Riza Akdeniz, Sagar Dhakal, Nageen Himayat

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Model-Assisted Deep Reinforcement Learning for Dynamic Wireless Scheduling.

Arjun Anand, Ravikumar Balakrishnan, V. Srinivasa Somayazulu, Rath Vannithamby

Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019

Deep Reinforcement Learning Based Traffic- and Channel-Aware OFDMA Resource Allocation.

Ravikumar Balakrishnan, Kunal Sankhe, V. Srinivasa Somayazulu, Rath Vannithamby, Jerry Sydir

Proceedings of the 2019 IEEE Global Communications Conference, 2019

2016

Local Anchor Schemes for Seamless and Low-Cost Handover in Coordinated Small Cells.

Ravikumar Balakrishnan, Ian F. Akyildiz

IEEE Trans. Mob. Comput., 2016

2014

Traffic-Aware QoS Provisioning and Admission Control in OFDMA Hybrid Small Cells.

Ravikumar Balakrishnan, Berk Canberk

IEEE Trans. Veh. Technol., 2014

LTE-Advanced and the evolution to Beyond 4G (B4G) systems.

Ian F. Akyildiz, David Manuel Gutiérrez Estévez, Ravikumar Balakrishnan, Elias Chavarria Reyes

Phys. Commun., 2014

2013

Enabling next generation small cells through femtorelays.

Ian F. Akyildiz, Elias Chavarria Reyes, David Manuel Gutiérrez Estévez, Ravikumar Balakrishnan, John R. Krier

Phys. Commun., 2013

Traffic-aware utility based QoS provisioning in OFDMA hybrid smallcells.

Ravikumar Balakrishnan, Berk Canberk, Ian F. Akyildiz

Proceedings of IEEE International Conference on Communications, 2013

2011

Cooperative spectrum sensing in cognitive radio networks: A survey.

Ian F. Akyildiz, Brandon F. Lo, Ravikumar Balakrishnan

Phys. Commun., 2011

Mobile relay and group mobility for 4G WiMAX networks.

Ravikumar Balakrishnan, Xiangying Yang, Muthaiah Venkatachalam, Ian F. Akyildiz

Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011