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Thursday, February 13 • 4:00pm - 4:25pm
PRO SESSION: Supercharge Kubeflow Performance on GPU Clusters LIMITED

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Limited Capacity seats available

AI/ML applications on Kubernetes can be optimized for performance at many levels. This presentation provides an overview of the optimizations such as:

- Distributed training on multiple GPUs with optimal selection of interconnects between the GPUs and CPUs.
- Utilizing different types of GPUs/Servers for different workloads like training and inference.
- OS level optimizations to get optimal performance on the hardware.
- Usage of GPU Passthrough for optimal utilization and performance.

This presentation will also cover how the selection of machine learning framework, like Kubeflow, can impact performance and hardware utilization.

DeveloperWeek Speakers
avatar for Meenakshi Kaushik

Meenakshi Kaushik

Kubernetes & AI/ML, Cisco
Meenakshi Kaushik is a product manager for Cisco Container Platform, an enterprise-grade Kubernetes offering that supports GPU and Kubeflow for hybrid AI and ML workloads. Meenakshi is interested in the AI and ML space and is excited to see how the technology can enhance human well-being... Read More →
avatar for Neelima Mukiri

Neelima Mukiri

Principal Engineer, Cisco
Neelima Mukiri is a Principal Engineer in Cisco's Cloud Platform Solutions group working on the architecture and development of Cisco's Container Platform. Prior to this she worked on core virtualization layer at VMware and systems software in Samsung Electronics.


Thursday February 13, 2020 4:00pm - 4:25pm PST
DeveloperWeek PRO Stage B (Grand Ballroom)