Episode 20
Ep020: Leveraging Kubernetes for AI/ML Workloads
AWS for Software Companies Podcast · Nate Goyer
October 31, 202322m 47s
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Show Notes
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?
Topics
cloud computing providersAWSAmazon.comcloud servicesamazoncloud computingcloud serviceAI#AWSforSoftwareGenerative AIAgentic AI