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Kubernetes Hard-Way at Alibaba Cloud

This topic will discuss my experience:

Design HA Cluster
Build HA Kubernetes Cluster on Alibaba Cloud on hard-way
What challenge we face?
Non-technical problem as DevOps.

GPU on Kubernetes for Machine Learning Workloads

This topic will discuss:

  • What is a "GPU" and on what case to use it
  • How to use GPU on container (e.g. Docker)
  • History of Device Plugins API
  • Bin-packing multiple workloads (pods) on single GPU
  • Example with GKE and NVIDIA GPU
  • Current hurdles to overcome

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