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Description

Deploy sophisticated applications using a secure and managed Kubernetes platform. GKE serves as a robust solution for running both stateful and stateless containerized applications, accommodating a wide range of needs from AI and ML to various web and backend services, whether they are simple or complex. Take advantage of innovative features, such as four-way auto-scaling and streamlined management processes. Enhance your setup with optimized provisioning for GPUs and TPUs, utilize built-in developer tools, and benefit from multi-cluster support backed by site reliability engineers. Quickly initiate your projects with single-click cluster deployment. Enjoy a highly available control plane with the option for multi-zonal and regional clusters to ensure reliability. Reduce operational burdens through automatic repairs, upgrades, and managed release channels. With security as a priority, the platform includes built-in vulnerability scanning for container images and robust data encryption. Benefit from integrated Cloud Monitoring that provides insights into infrastructure, applications, and Kubernetes-specific metrics, thereby accelerating application development without compromising on security. This comprehensive solution not only enhances efficiency but also fortifies the overall integrity of your deployments.

Description

dstack simplifies GPU infrastructure management for machine learning teams by offering a single orchestration layer across multiple environments. Its declarative, container-native interface allows teams to manage clusters, development environments, and distributed tasks without deep DevOps expertise. The platform integrates natively with leading GPU cloud providers to provision and manage VM clusters while also supporting on-prem clusters through Kubernetes or SSH fleets. Developers can connect their desktop IDEs to powerful GPUs, enabling faster experimentation, debugging, and iteration. dstack ensures that scaling from single-instance workloads to multi-node distributed training is seamless, with efficient scheduling to maximize GPU utilization. For deployment, it supports secure, auto-scaling endpoints using custom code and Docker images, making model serving simple and flexible. Customers like Electronic Arts, Mobius Labs, and Argilla praise dstack for accelerating research while lowering costs and reducing infrastructure overhead. Whether for rapid prototyping or production workloads, dstack provides a unified, cost-efficient solution for AI development and deployment.

API Access

Has API No 

API Access

Has API No 

Screenshots View All

Screenshots View All

Integrations

21 Travel Rule Yes 
Amazon Web Services (AWS) No 
CAST AI Yes 
Calico Cloud Yes 
Cequence Security Yes 
Cloudify Yes 
Constellation Yes 
D2iQ Yes 
Google Cloud Container Security Yes 
Google Cloud Platform No 
Google Cloud SQL Yes 
Octopus Deploy Yes 
Ozone Yes 
Panoptica Yes 
Sonrai Security Yes 
StrongDM Yes 
SuperMap GIS Yes 
Tanzu Observability Yes 
gopaddle Yes 

Integrations

21 Travel Rule No 
Amazon Web Services (AWS) Yes 
CAST AI No 
Calico Cloud No 
Cequence Security No 
Cloudify No 
Constellation No 
D2iQ No 
Google Cloud Container Security No 
Google Cloud Platform Yes 
Google Cloud SQL No 
Octopus Deploy No 
Ozone No 
Panoptica No 
Sonrai Security No 
StrongDM No 
SuperMap GIS No 
Tanzu Observability No 
gopaddle No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Pricing Details

No price information available.
Free Trial No 
Free Version No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows Yes 
Mac No 
Linux Yes 
Chromebook No 

Deployment

Web-Based Yes 
On-Premises No 
iPhone App No 
iPad App No 
Android App No 
Windows No 
Mac No 
Linux No 
Chromebook No 

Customer Support

Business Hours No 
Live Rep (24/7) Yes 
Online Support Yes 

Customer Support

Business Hours No 
Live Rep (24/7) No 
Online Support Yes 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) Yes 
In Person No 

Types of Training

Training Docs Yes 
Webinars No 
Live Training (Online) No 
In Person No 

Vendor Details

Company Name

Google

Founded

1998

Country

United States

Website

cloud.google.com/kubernetes-engine

Vendor Details

Company Name

dstack

Founded

2022

Country

Germany

Website

dstack.ai/

Product Features

Container Management

Access Control Yes 
Application Development Yes 
Automatic Scaling Yes 
Build Automation Yes 
Container Health Management Yes 
Container Storage Yes 
Deployment Automation Yes 
File Isolation Yes 
Hybrid Deployments Yes 
Network Isolation Yes 
Orchestration Yes 
Shared File Systems Yes 
Version Control Yes 
Virtualization Yes 

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