Penguin Computing: Building a Balanced Artificial Intelligence System
TimeWednesday, June 27th5pm - 5:20pm
DescriptionMany artificial intelligence (AI) systems are designed without sufficient thought in key areas, including the following themes:
• Managing software ecosystem, focusing on orchestration and workload portability
• Accurately sizing AI infrastructure to optimize utilization
• Balancing overall data workflows and performance
• Deploying and scaling AI infrastructure efficiently
The leading-edge nature of the work and the complexities involved in getting systems up and running mean that AI researchers often struggle to integrate the most robust technology currently available and find administrators with the technical expertise to use these technologies to their maximum potential. This presentation will help organizations define what a balanced AI system looks like and what factors should go into building it.