Flex-start

Related topics

• Flex-start is part of Dynamic Workload Scheduler From the official documentation: “For clusters that are configured with Dynamic Workload Scheduler flex-start, deploy the NCCL test by using the JobSet manifest:”
• Flex-start depends on Dynamic Workload Scheduler From the official documentation: “Flex-start, powered by [Dynamic Workload Scheduler](https://cloud.google.com/products/dws/pricing), provides a flexible and cost-effective technique to consume specialized compute resources, like GPUs or TPUs, when you need to run AI/ML workloads.”
• Flex-start is part of GKE From the official documentation: “This page describes flex-start in Google Kubernetes Engine (GKE).”
• Flex-start configures instance template From the official documentation: “The following command creates an instance template that uses the *Flex-start* consumption option:”
• Flex-start configures managed instance group From the official documentation: “- **Flex-start**: Create a [managed instance group (MIG)](/compute/docs/instance-groups#managed_instance_groups) for either A3 High or G4 machine types.”
• Flex-start works with managed instance groups From the official documentation: “When you add Flex-start VMs to a managed instance group (MIG) by using resize requests, the MIG creates the VMs all at once.”
• Flex-start is an alternative to reservations From the official documentation: “Instance template configurations vary based on the consumption option you use: on-demand, Spot, reservations, or Flex-start.”
• Flex-start is an alternative to Spot From the official documentation: “When you create a compute instance, you can specify one of the following provisioning models. If you don't specify a provisioning model, then Compute Engine uses the standard provisioning model by default. - Standard - Spot - Flex-start - Reservation-bound”
• Flex-start works with Spot VMs From the official documentation: “Using Spot VMs combined with flex-start provides a fallback option when Spot VMs capacity is unavailable.”
• Flex-start is an alternative to Spot VMs From the official documentation: “**Important:** For A3 High VMs, unless you use the `a3-highgpu-8g` machine type, [only Flex-start VMs and Spot VMs are supported](/compute/docs/accelerator-optimized-machines#consumption_option_availability_by_machine_type).”
• Cloud Monitoring works with Cloud Service Mesh From the official documentation: “Cloud Service Mesh integrates with Cloud Logging and Cloud Monitoring.”
• Cloud Monitoring works with GKE From the official documentation: “Enable Cloud Monitoring on GKE Clusters”
• Cloud Service Mesh works with GKE From the official documentation: “# Set up a proxyless gRPC service mesh on GKE”
• Compute Engine is an alternative to GKE From the official documentation: “You can also deploy a third-party model to either Vertex AI Model Garden or self-host on GKE or Compute Engine.”
• instance template configures managed instance group From the official documentation: “Create the MIG using the template.”
• managed instance group depends on instance template From the official documentation: “All MIGs require an instance template.”
• Cloud Load Balancing works with Cloud Service Mesh From the official documentation: “Cloud Service Mesh works with Cloud Load Balancing to provide a managed ingress experience.”
• Cloud Service Mesh depends on GKE From the official documentation: “Provision managed Cloud Service Mesh on a GKE cluster.”
• autoscaling is part of managed instance groups From the official documentation: “Although autoscaling is a feature of MIGs, it is a separate REST resource.”
• instance template works with managed instance group From the official documentation: “Create a global instance template that you can use to create a managed instance group (MIG) of GPU VMs.”
• Cloud Service Mesh depends on Cloud Monitoring From the official documentation: “Cloud Service Mesh uses Cloud Monitoring to provide automatic telemetry and logs.”
• GKE depends on Compute Engine From the official documentation: “For example, GKE deploys clusters on Compute Engine VMs.”
• instance template is part of Compute Engine From the official documentation: “An instance template is an immutable Compute Engine resource that stores VM configuration.”
• autoscaling is part of managed instance group From the official documentation: “Create a MIG with autoscaling enabled”
• Cloud Load Balancing works with managed instance group From the official documentation: “It configures the load balancer to connect to the instance group.”
• Cloud Monitoring works with Cluster Autoscaler From the official documentation: “GKE cluster autoscaler exposes metrics to Cloud Monitoring that provide insights into its decisions, especially in relation to ComputeClasses.”
• Cloud Service Mesh works with Compute Engine From the official documentation: “Cloud Service Mesh supports a variety of infrastructures (GKE/Kubernetes, Compute Engine) and environments (on-premises, other clouds).”
• Cloud Service Mesh works with managed instance group From the official documentation: “Cloud Service Mesh is now configured to load balance traffic for the services specified in the HTTPRoute across backends in the managed instance group.”
• Cloud Service Mesh works with managed instance groups From the official documentation: “Cloud Service Mesh monitors these MIGs and NEGs so that it knows when instances and endpoints are created and removed.”
• Cluster Autoscaler is part of GKE From the official documentation: “GKE's *cluster autoscaler* automatically resizes the number of nodes in a given node pool, based on the demands of your workloads.”
• managed instance group is part of Compute Engine From the official documentation: “Checks if a Compute Engine Managed Instance Group (MIG) is configured as Zonal.”
• managed instance group works with Spot VMs From the official documentation: “This document explains how to create a managed instance group (MIG) that uses Spot VMs.”
• managed instance groups is part of Compute Engine From the official documentation: “Compute Engine provides a straightforward way to implement autoscaling through managed instance groups.”
• managed instance groups depends on instance template From the official documentation: “Create multiple regional managed instance groups using the instance template.”
• reservations is part of Compute Engine From the official documentation: “Reservations are a Compute Engine feature.”
• Spot VMs is part of Compute Engine From the official documentation: “Spot VMs are virtual machine (VM) instances that are excess Compute Engine capacity.”
• autoscaling is part of Compute Engine From the official documentation: “Compute Engine: [Autoscaling](/compute/docs/autoscaler), [custom machine types](/compute/docs/instances/creating-instance-with-custom-machine-type), and [Spot VMs](/compute/docs/instances/spot)”
• autoscaling is part of GKE From the official documentation: “Verify that GKE node pools have autoscaling enabled to handle variable workloads.”
• autoscaling works with managed instance group From the official documentation: “Use Terraform to create a regional managed instance group (MIG) with autoscaling enabled.”
• Cloud Load Balancing works with Cloud Monitoring From the official documentation: “Key performance and health metrics reported by Cloud Monitoring for Cloud Load Balancing resources.”
• Cloud Load Balancing is an alternative to Cloud Service Mesh From the official documentation: “If you want to use [Cloud Load Balancing, Ingress, or Cloud Service Mesh to handle the SSL configuration](/migrate/containers/docs/windows/prepare-windows-cluster#secure-access), then you need to set `protocol` to `http`:”
• Cloud Load Balancing works with GKE From the official documentation: “GKE and GKE Enterprise network controllers also support the deployment of Cloud Load Balancing for built-in integration with container networking.”
• Cloud Load Balancing works with managed instance groups From the official documentation: “Use [managed instance groups (MIGs)](/compute/docs/instance-groups#managed_instance_groups) to create groups of VMs so that load balancers can direct traffic to more than one VM in case a single VM becomes unhealthy.”
• Cloud Monitoring works with Compute Engine From the official documentation: “Many Google services like Compute Engine send telemetry to Cloud Monitoring.”
• Cloud Monitoring works with managed instance groups From the official documentation: “To be alerted of unexpected results, use [Cloud Monitoring](/monitoring) to monitor the managed instance groups and network traffic.”
• Cloud Monitoring works with reservations From the official documentation: “This document explains how to resolve issues with monitoring the consumption of [reservations](/compute/docs/instances/reservations-overview) of Compute Engine zonal resources by using Cloud Monitoring.”
• Cluster Autoscaler configures managed instance group From the official documentation: “Cluster autoscaler increases or decreases the size of the node pool automatically by adding or removing virtual machine (VM) instances in the underlying Compute Engine [Managed Instance Group (MIG)](/compute/docs/instance-groups#managed_instance_groups) for the node pool.”
• Cluster Autoscaler works with Spot VMs From the official documentation: “Both the cluster autoscaler and node auto-provisioning support using Spot VMs.”
• instance template is part of managed instance group From the official documentation: “Each VM in a MIG is based on an instance template.”
• instance template configures managed instance groups From the official documentation: “Using the instance template, configure a [managed instance group](/compute/docs/instance-groups/creating-groups-of-managed-instances) with a target size of 1.”
• managed instance group is part of managed instance groups From the official documentation: “You can build highly available deployments of stateful workloads on VMs using stateful managed instance groups (stateful MIGs).”
• managed instance groups works with Spot VMs From the official documentation: “You can create Spot VMs in a [MIG](/compute/docs/instance-groups/manager) by specifying the spot provisioning model in an [instance template](/compute/docs/instance-templates) before you create or update the group.”
• reservations is an alternative to Spot From the official documentation: “Instance template configurations vary based on the consumption option you use: on-demand, Spot, reservations, or Flex-start.”
• Spot configures instance template From the official documentation: “The following command creates an instance template that uses the *Spot* consumption option:”
• Spot depends on Spot VMs From the official documentation: “- `SPOT`: Provisions the node pool using Spot VMs.”