Related Products
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About
Toil-free traffic management for your service mesh. Service mesh is a powerful abstraction that's become increasingly popular to deliver microservices and modern applications. In a service mesh, the service mesh data plane, with service proxies like Envoy, moves the traffic around and the service mesh control plane provides policy, configuration, and intelligence to these service proxies. Traffic Director is GCP's fully managed traffic control plane for service mesh. With Traffic Director, you can easily deploy global load balancing across clusters and VM instances in multiple regions, offload health checking from service proxies, and configure sophisticated traffic control policies. Traffic Director uses open xDSv2 APIs to communicate with the service proxies in the data plane, which ensures that you are not locked into a proprietary interface.
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About
The open-source control plane for service mesh, delivering security, observability, routing and more. Built on top of Envoy, Kuma is a modern control plane for Microservices & Service Mesh for both K8s and VMs, with support for multiple meshes in one cluster. Out of the box L4 + L7 policy architecture to enable zero trust security, observability, discovery, routing and traffic reliability in one click. Getting up and running with Kuma only requires three easy steps. Natively embedded with Envoy proxy, Kuma Delivers easy to use policies that can secure, observe, connect, route and enhance service connectivity for every application and services, databases included. Build modern service and application connectivity across every platform, cloud and architecture. Kuma supports modern Kubernetes environments and Virtual Machine workloads in the same cluster, with native multi-cloud and multi-cluster connectivity to support the entire organization.
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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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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
Those looking for enterprise-ready traffic management for open service mesh.
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Audience
Businesses looking for an universal envoy Service Mesh solution for distributed service connectivity
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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
Supported
24/7 Live Support
Not Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not 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
Supported
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API
Offers API
Not Supported
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Screenshots and Videos |
Screenshots and Videos |
Screenshots and Videos |
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Pricing
No information available.
Free Version
Not Supported
Free Trial
Supported
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Pricing
No information available.
Free Version
Not 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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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not 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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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationGoogle
Founded: 1998
United States
cloud.google.com/traffic-director
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Company InformationKuma
United States
kuma.io
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Company Informationdstack
Founded: 2022
Germany
dstack.ai/
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Alternatives |
Alternatives |
Alternatives |
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Categories |
Categories |
Categories |
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Load Balancing Features
Authentication
Supported
Automatic Configuration
Supported
Content Caching
Not Supported
Content Routing
Supported
Data Compression
Supported
Health Monitoring
Not Supported
Predefined Protocols
Supported
Redundancy Checking
Supported
Reverse Proxy
Supported
Schedulers
Supported
SSL Offload
Not Supported
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Integrations
Amazon EKS
Not Supported
Amazon Web Services (AWS)
Not Supported
BlueFlag Security
Supported
CentOS
Not Supported
CyberArk Workforce Identity
Supported
Debian
Not Supported
Docker
Not Supported
Envoy
Not Supported
Google Cloud Platform
Supported
Helm
Not Supported
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Integrations
Amazon EKS
Supported
Amazon Web Services (AWS)
Not Supported
BlueFlag Security
Not Supported
CentOS
Supported
CyberArk Workforce Identity
Not Supported
Debian
Supported
Docker
Supported
Envoy
Supported
Google Cloud Platform
Not Supported
Helm
Supported
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Integrations
Amazon EKS
Not Supported
Amazon Web Services (AWS)
Supported
BlueFlag Security
Not Supported
CentOS
Not Supported
CyberArk Workforce Identity
Not Supported
Debian
Not Supported
Docker
Not Supported
Envoy
Not Supported
Google Cloud Platform
Supported
Helm
Not Supported
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