play magic ...- 2010 2015- Now 2010- Now 2012- Now Bare metals Way to Kubernetes Search Grid Hadoop PoP Database Frontend VM Kubernetes plays magic api etcd kind: metadata: spec: control

将设备直接挂在到vm中 GPUvm 在Zen的hypervisor层实现了全虚拟化。为了隔离运行在物理 GPU上的多个VM，GPUvm将物理GPU分成几个部分，并将每个 部分分配给单个VM。 NVIDIA GRID 在硬件层面实现GPU虚拟化，每个容器可以绑定一个虚拟GPU NVIDIA Docker 通过将GPU设备及运行时的库转为volume挂载到容器中实现了容 器与驱动的解耦。但是一个GPU设备仅能挂载到一个容器中，不

VMware SIG Deep Dive into Kubernetes Scheduling Performance and high availability options for vSphere Steve Wong, Hui Luo VMware Cloud Native Applications Business Unit November 12, 2018 2 Open hypervisor platform also supports an underlying tier of high availability and automated placement options, for both control plane and worker nodes. 2 levels of scheduling and resource management are active underlying vSphere topology (sites, affinity groups, NUMA, etc.). ​This session will explain the options to gain better performance, resource optimization and availability through tuning of vSphere, and

VMware SIG Deep Dive into Kubernetes Scheduling Performance and high availability options for vSphere Steve Wong, Michael Gasch KubeCon North America December 13, 2018 2 Open Source Community Relations hypervisor platform also supports an underlying tier of high availability and automated placement options, for both control plane and worker nodes. 2 levels of scheduling and resource management are active underlying vSphere topology (sites, affinity groups, NUMA, etc.). This session will explain the options to gain better performance, resource optimization and availability through tuning of vSphere, and

Pod supports using multiple interfaces SR-IOV NFV Environments Virtlet Cons limited storage options more configurations VM actions limited by Pod KubeVirt Building a virtualization API for Kubernetes

Demo: Run TensorFlow Training with Containers Demo: Serving the Model with TF Serving • Options for serving • Wrap model in a web framework (eg – Flask) • Tensorflow Serving • Seldon Demo:

Encrypt secrets with a locally managed key ● EncryptionConfig for secrets ● Multiple provider options ○ aesgcm ○ aescbc ○ secretbox Master kube-apiserver etcd SECRETDEK DEK Kubernetes secrets:

ture management challenges. When it came to Kubernetes management, the team trialed a number of options. “K3s has been a foundational piece—giving us the automated cloud to edge DevSecOps capability