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Energy-Efficient AI Deployment and Scaling

  • Ishneet Kaur Dua,
  • Parth Girish Patel

摘要

In the rapidly evolving landscape of artificial intelligence (AI) and machine learning (ML), efficient deployment and scaling of applications have become crucial challenges. As AI workloads grow in complexity and resource demands, organizations are increasingly turning to containerization and virtualization strategies to optimize their infrastructure and streamline AI operations. These technologies offer powerful solutions for managing the unique requirements of AI applications, from development and testing to production deployment and scaling.