8 citations · 8 across the 2 of their papers we have counts for
3 papers
BitRL: Reinforcement Learning with 1-bit Quantized Language Models for Resource-Constrained Edge Deployment
Md. Ashiq Ul Islam Sajid, Mohammad Sakib Mahmood, Md. Tareq Hasan +3
The deployment of intelligent reinforcement learning (RL) agents on resource-constrained edge devices remains a fundamental challenge due to the substantial memory, computational,…
Mining Service Behavior for Stateful Service Emulation
Md Arafat Hossain, Jun Han, Muhammad Ashad Kabir +3
Enterprise software systems are increasingly integrating with diverse services to meet expanding business demands. Testing these highly interconnected systems presents a challenge…
Heuristic-based Mining of Service Behavioral Models from Interaction Traces
Muhammad Ashad Kabir, Jun Han, Md. Arafat Hossain +1
Software behavioral models have proven useful for emulating and testing software systems. Many techniques have been proposed to infer behavioral models of software systems from the…