Reinforcement-Driven FedALoRA for Privacy-Preserving LLM Training with Autoscaling in Edge Environments

Bablu Kumar, Sarthak, Vikas Kumar Patel, Anshul Verma, Pradeepika Verma. Reinforcement-Driven FedALoRA for Privacy-Preserving LLM Training with Autoscaling in Edge Environments. In Anshuman Shastri, Rajiv Singh, Uma Shanker Tiwary, Dhananjay Singh 0001, editors, Intelligent Human Computer Interaction - 17th International Conference, IHCI 2025, Jaipur, India, November 14-16, 2025, Revised Selected Papers, Part II. Volume 16437 of Lecture Notes in Computer Science, pages 320-337, Springer, 2025. [doi]

Authors

Bablu Kumar

This author has not been identified. Look up 'Bablu Kumar' in Google

Sarthak

This author has not been identified. Look up 'Sarthak' in Google

Vikas Kumar Patel

This author has not been identified. Look up 'Vikas Kumar Patel' in Google

Anshul Verma

This author has not been identified. Look up 'Anshul Verma' in Google

Pradeepika Verma

This author has not been identified. Look up 'Pradeepika Verma' in Google