Ravikumar Balakrishnan

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 17

Top Topics

Resource Management

Heterogeneous Networks

Reinforcement Learning

Admission Control

Top Venues

J. Sens. Actuator Networks

IEEE Internet Things Mag.

Publications

Ravikumar Balakrishnan, Marius Arvinte, Nageen Himayat, Hosein Nikopour, Hassnaa Moustafa
Enhancing O-RAN Security: Evasion Attacks and Robust Defenses for Graph Reinforcement Learning-based Connection Management. CoRR (2024)
Taojiannan Yang, Sijie Zhu, Matías Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen
MutualNet: Adaptive ConvNet via Mutual Learning From Different Model Configurations. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Aleksei A. Ponomarenko-Timofeev, Olga Galinina, Ravikumar Balakrishnan, Nageen Himayat, Sergey Andreev, Yevgeni Koucheryavy
Leveraging Compute Heterogeneity in Federated Multi-Task Classification. ICUMT (2023)
Shenghong Dai, S. M. Iftekharul Alam, Ravikumar Balakrishnan, Kangwook Lee, Suman Banerjee, Nageen Himayat
Online Federated Learning based Object Detection across Autonomous Vehicles in a Virtual World. CCNC (2023)
Aleksei A. Ponomarenko-Timofeev, Olga Galinina, Ravikumar Balakrishnan, Nageen Himayat, Sergey Andreev, Yevgeni Koucheryavy
Multi-Task Model Personalization for Federated Supervised SVM in Heterogeneous Networks. CoRR (2023)
Rita H. Wouhaybi, Ravikumar Balakrishnan, Navid Naderializadeh, Ahmad Beirami, Marco Di Felice, Shadi Noghabi, Anirudh Badam, Shugong Xu
Guest Editorial: An End-to-End Machine Learning Perspective on Industrial IoT. IEEE Internet Things Mag. 5 (1) (2022)
Ravikumar Balakrishnan, Tian Li, Tianyi Zhou, Nageen Himayat, Virginia Smith, Jeff A. Bilmes
Diverse Client Selection for Federated Learning via Submodular Maximization. ICLR (2022)
Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
EdgeML: Towards network-accelerated federated learning over wireless edge. Comput. Networks 219 (2022)
Pinyarash Pinyoanuntapong, Tagore Pothuneedi, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
Sim-to-Real Transfer in Multi-agent Reinforcement Networking for Federated Edge Computing. CoRR (2021)
Pinyarash Pinyoanuntapong, Tagore Pothuneedi, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
Sim-to-Real Transfer in Multi-agent Reinforcement Networking for Federated Edge Computing. SEC (2021)
Pinyarash Pinyoanuntapong, Prabhu Janakaraj, Ravikumar Balakrishnan, Minwoo Lee, Chen Chen, Pu Wang
EdgeML: Towards Network-Accelerated Federated Learning over Wireless Edge. CoRR (2021)
Ravikumar Balakrishnan, Mustafa Riza Akdeniz, Sagar Dhakal, Arjun Anand, Ariela Zeira, Nageen Himayat
Resource Management and Model Personalization for Federated Learning over Wireless Edge Networks. J. Sens. Actuator Networks 10 (1) (2021)
Taojiannan Yang, Sijie Zhu, Matías Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen
MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations. CoRR (2021)
Arjun Anand, Ravikumar Balakrishnan, V. Srinivasa Somayazulu, Rath Vannithamby
Model-Assisted Deep Reinforcement Learning for Dynamic Wireless Scheduling. ACSSC (2020)
Ravikumar Balakrishnan, Mustafa Riza Akdeniz, Sagar Dhakal, Nageen Himayat
Resource Management and Fairness for Federated Learning over Wireless Edge Networks. SPAWC (2020)
Ravikumar Balakrishnan, Kunal Sankhe, V. Srinivasa Somayazulu, Rath Vannithamby, Jerry Sydir
Deep Reinforcement Learning Based Traffic- and Channel-Aware OFDMA Resource Allocation. GLOBECOM (2019)
Ravikumar Balakrishnan, Ian F. Akyildiz
Local Anchor Schemes for Seamless and Low-Cost Handover in Coordinated Small Cells. IEEE Trans. Mob. Comput. 15 (5) (2016)
Ian F. Akyildiz, David Manuel Gutiérrez Estévez, Ravikumar Balakrishnan, Elias Chavarria Reyes
LTE-Advanced and the evolution to Beyond 4G (B4G) systems. Phys. Commun. 10 (2014)
Ravikumar Balakrishnan, Berk Canberk
Traffic-Aware QoS Provisioning and Admission Control in OFDMA Hybrid Small Cells. IEEE Trans. Veh. Technol. 63 (2) (2014)
Ian F. Akyildiz, Elias Chavarria Reyes, David Manuel Gutiérrez Estévez, Ravikumar Balakrishnan, John R. Krier
Enabling next generation small cells through femtorelays. Phys. Commun. 9 (2013)
Ravikumar Balakrishnan, Berk Canberk, Ian F. Akyildiz
Traffic-aware utility based QoS provisioning in OFDMA hybrid smallcells. ICC (2013)
Ian F. Akyildiz, Brandon F. Lo, Ravikumar Balakrishnan
Cooperative spectrum sensing in cognitive radio networks: A survey. Phys. Commun. 4 (1) (2011)
Ravikumar Balakrishnan, Xiangying Yang, Muthaiah Venkatachalam, Ian F. Akyildiz
Mobile relay and group mobility for 4G WiMAX networks. WCNC (2011)