RuiWen Zhang

LEARNING-BASED DYNAMIC RESOURCE ALLOCATION FOR SERVERLESS COMPUTING WITH GRAPH NEURAL NETWORKS

2025 · Journal of trends in applied science and advanced technologies.

Serverless computing has emerged as a transformative paradigm in cloud infrastructure, offering dynamic resource provisioning and pay-per-use economics that significantly reduce operational overhead for application developers. However, the inherent challenges of serverless architectures, including unpredictable …