Related Products
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About
Edka automates the creation of a production‑ready Platform as a Service (PaaS) on top of standard cloud virtual machines and Kubernetes. It reduces the manual effort required to run applications on Kubernetes by providing preconfigured open source add-ons that turn a Kubernetes cluster into a full-fledged PaaS.
Edka simplifies Kubernetes operations by organizing them into layers:
Layer 1: Cluster provisioning – A simple UI to provision a k3s-based cluster. You can create a cluster in one click using the default values.
Layer 2: Add-ons - One-click deploy for metrics-server, cert-manager, and various operators; preconfigured for Hetzner, no extra setup required.
Layer 3: Applications - Minimal config UIs for apps built on top of add-ons.
Layer 4: Deployments - Edka updates deployments automatically (with semantic versioning rules), supports instant rollbacks, autoscaling, persistent volumes, secrets/env imports, and quick public exposure.
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About
dstack is an orchestration layer designed for modern ML teams, providing a unified control plane for development, training, and inference on GPUs across cloud, Kubernetes, or on-prem environments. By simplifying cluster management and workload scheduling, it eliminates the complexity of Helm charts and Kubernetes operators. The platform supports both cloud-native and on-prem clusters, with quick connections via Kubernetes or SSH fleets. Developers can spin up containerized environments that link directly to their IDEs, streamlining the machine learning workflow from prototyping to deployment. dstack also enables seamless scaling from single-node experiments to distributed training while optimizing GPU usage and costs. With secure, auto-scaling endpoints compatible with OpenAI standards, it empowers teams to deploy models quickly and reliably.
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Not Supported
Mac
Not Supported
Linux
Not Supported
Cloud
Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
DevOps, Developers
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Audience
Machine learning teams and enterprises seeking a unified, cost-efficient orchestration layer to manage GPU-based development, training, and inference across cloud, Kubernetes, and on-prem environments
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Support
Phone Support
Not Supported
24/7 Live Support
Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
€0
Pricing varies depending on subscription type
Free Version
Supported
Free Trial
Not Supported
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationEdka
Founded: 2013
Spain
edka.io
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Company Informationdstack
Founded: 2022
Germany
dstack.ai/
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Alternatives |
Alternatives |
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Categories |
Categories |
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DevOps Features
Approval Workflow
Not Supported
Dashboard
Supported
KPIs
Not Supported
Policy Management
Supported
Portfolio Management
Not Supported
Prioritization
Supported
Release Management
Supported
Timeline Management
Not Supported
Troubleshooting Reports
Not Supported
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Integrations
Amazon Elastic Container Registry (ECR)
Supported
Amazon Web Services (AWS)
Not Supported
Docker
Supported
GitHub
Supported
Google Cloud Artifact Registry
Supported
Google Cloud Platform
Not Supported
Hetzner
Supported
Microsoft Azure
Not Supported
Python
Not Supported
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Integrations
Amazon Elastic Container Registry (ECR)
Not Supported
Amazon Web Services (AWS)
Supported
Docker
Not Supported
GitHub
Not Supported
Google Cloud Artifact Registry
Not Supported
Google Cloud Platform
Supported
Hetzner
Not Supported
Microsoft Azure
Supported
Python
Supported
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