DNN-Powered MLOps Pipeline Optimization for Large Language Models: A Framework for Automated Deployment and Resource Management

Mahesh Vaijainthymala Krishnamoorthy, Kuppusamy Vellamadam Palavesam, Siva Venkatesh Arcot +1

The exponential growth in the size and complexity of Large Language Models (LLMs) has introduced unprecedented challenges in their deployment and operational management. Traditiona…