Ep020: Leveraging Kubernetes for AI/ML Workloads

We feature a roundtable discussion with several software industry leaders on how their organizations leveraged Kubernetes for their AI and ML workloads as well as lessons learned from the experience.

Featuring:

• Amreth Chandrasehar - Director of MLOps, SRE and Observability, Informatica
• Úlfar Erlingsson - Chief Architect, Lacework
• Murli Thirumale - General Manager of the Cloud Native Business Unit, Pure Storage
• Barry Cooks - VP Kubernetes, AWS

Topics include:

• Huge amounts of AI/ML workloads at AWS
• What is the path from data to value for customers?
• What were challenges with leveraging Kubernetes?
• What were the top wins, biggest regrets & lessons learned from leveraging Kubernetes?