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What is NVIDIA Cloud Functions?

NVIDIA Cloud Functions (NVCF) serves as a specialized serverless API designed for the deployment and oversight of AI operations on GPUs, guaranteeing essential aspects like security, scalability, and reliable performance. The platform supports multiple access avenues, such as HTTP polling, HTTP streaming, and gRPC protocols, facilitating interactions with various workloads. NVCF is particularly well-suited for short-lived, preemptable tasks like inferencing and fine-tuning of models. Users have the flexibility to select from two distinct function types: "Container" and "Helm Chart," allowing for tailored customization according to individual requirements. Given that workloads are temporary and can be interrupted, it is vital for users to consistently save their progress. Furthermore, models, containers, helm charts, and other critical assets are managed within the NGC Private Registry for efficient storage and retrieval. To help users get started with NVCF, a quickstart guide for functions is available, detailing a thorough workflow for setting up and deploying a container-based function using the fastapi_echo_sample container. This guide not only emphasizes the simplicity of the setup process but also motivates users to delve deeper into the capabilities of NVIDIA’s serverless framework, thereby maximizing their experience and utilization of the platform. As users become familiar with NVCF, they can unlock new opportunities for innovation in AI applications.

What is Flux CD?

Flux represents a versatile and open suite of continuous and progressive delivery tools specifically designed for Kubernetes environments. The latest version of Flux brings a host of improvements that boost its adaptability and versatility. As a project nurtured by the CNCF, Flux, in conjunction with Flagger, streamlines application deployments through methods such as canary releases, feature flags, and A/B testing. It is capable of seamlessly handling any resource within Kubernetes. Its built-in functionalities enable robust management of infrastructure and workload dependencies. With the aid of automatic reconciliation, Flux supports continuous deployment (CD) and, through Flagger, facilitates progressive delivery (PD) as well. Furthermore, Flux can automate the update process by reverting changes to Git, encompassing container image updates via image scanning and patching mechanisms. It integrates effortlessly with numerous Git providers like GitHub, GitLab, and Bitbucket, and also supports s3-compatible storage as a source. Additionally, it is compatible with all leading container registries and CI workflow services. With features that include support for Kustomize, Helm, role-based access control (RBAC), and policy-driven validation tools such as OPA, Kyverno, and admission controllers, Flux guarantees that deployment workflows are both efficient and reliable. This extensive range of features not only simplifies management but also significantly bolsters operational stability in Kubernetes ecosystems, making it a vital asset for modern cloud-native development.

Media

Media

Integrations Supported

Kubernetes
Datadog
Docker
Grafana Cloud
Helm
NVIDIA DGX Cloud
NVIDIA DGX Cloud Serverless Inference

Integrations Supported

Kubernetes
Chatbot Arena
Git
GitHub
GitLab
Helm
Istio
Kustomize.io
Kyverno
Linkerd
Prometheus
Slack
Traefik
kgateway

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

Windows
Mac
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub

Company Facts

Organization Name

NVIDIA

Date Founded

1993

Company Location

United States

Company Website

docs.nvidia.com/cloud-functions/index.html

Company Facts

Organization Name

Flux CD

Company Location

United States

Company Website

fluxcd.io

Categories and Features

Categories and Features

Continuous Delivery

Not specified

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