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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.

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.

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.

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

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

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

Audience

Those looking for enterprise-ready traffic management for open service mesh.

Audience

Businesses looking for an universal envoy Service Mesh solution for distributed service connectivity

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

Support

Phone Support Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Screenshots and Videos

Pricing

No information available.
Free Version Not Supported
Free Trial Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Google
Founded: 1998
United States
cloud.google.com/traffic-director

Company Information

Kuma
United States
kuma.io

Company Information

dstack
Founded: 2022
Germany
dstack.ai/

Alternatives

Alternatives

Alternatives

Linkerd

Linkerd

Buoyant

Categories

Load Balancing Supported
Service Mesh Supported

Categories

Service Mesh Supported

Categories

AI Control Planes Supported
AI Development Supported

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

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
Kong Mesh Not Supported
Kubernetes Not Supported
Meshery Not Supported
Microsoft Azure Not Supported
Python Not Supported
Red Hat OpenShift Not Supported
Ubuntu Not Supported

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
Kong Mesh Supported
Kubernetes Supported
Meshery Supported
Microsoft Azure Not Supported
Python Not Supported
Red Hat OpenShift Supported
Ubuntu Supported

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
Kong Mesh Not Supported
Kubernetes Not Supported
Meshery Not Supported
Microsoft Azure Supported
Python Supported
Red Hat OpenShift Not Supported
Ubuntu Not Supported
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