2 papers
cs.SE2025
POLARIS: Is Multi-Agentic Reasoning the Next Wave in Engineering Self-Adaptive Systems?
Divyansh Pandey, Vyakhya Gupta, Prakhar Singhal +1
The growing scale, complexity, interconnectivity, and autonomy of modern software ecosystems introduce unprecedented uncertainty, challenging the foundations of traditional self-ad…
cs.DC2025
POSEIDON : Efficient Function Placement at the Edge using Deep Reinforcement Learning
Prakhar Jain, Prakhar Singhal, Divyansh Pandey +2
Edge computing allows for reduced latency and operational costs compared to centralized cloud systems. In this context, serverless functions are emerging as a lightweight and effec…