Optimize, Scale, and Secure AI Interactions

Minimize latency, bolster security, and empower teams to accelerate model inference in Kubernetes and other environments. Get lightning-fast, reliable, and secure AI deployments.

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Efficient Model Inference in Production at Scale

AI and machine learning (AI/ML) workloads are revolutionizing how businesses operate and innovate. Kubernetes, the de facto standard for container orchestration and management, is the platform of choice for powering scalable AI/ML workloads and inference models. F5 NGINX delivers better uptime, protection, and visibility at scale for AI/ML workloads across hybrid, multi-cloud Kubernetes environments, while reducing complexity and operational cost.


Simplify Operations

Operationalize AI/ML workloads easily and reliably with adaptive load balancing, non-disruptive reconfiguration, A/B testing, and canary deployments. Reduce complexity through consistency across environments.

Gain Insight

Improve model serving efficiency, uptime, and SLAs by resolving app connectivity issues quickly with extensive, granular metrics and dashboards using real-time and historical data.

Improve Security

Protect AI/ML workloads with strong security controls across distributed environments that don’t add extra complexity, overhead, or slow down release velocity or performance.

NGINX at the Core of AI Enterprise Security and Delivery

Model Inference diagram

Simplify and streamline model serving, experimentation, monitoring, and security

NGINX facilitates the experimentation of new models and deployment without disruption. It allows you to collect, monitor, and analyze health and performance metrics for the model, improving its efficacy and accuracy while ensuring holistic protection through strong and consistent security controls.

How F5 Helps

Ensuring Continuous AI Service Delivery

NGINX advanced load balancing and health monitoring features reduce downtime, ensuring your AI services are always available when needed and directly supporting stringent SLAs and uptime guarantees.

NGINX Ingress Controller
Manage app connectivity at the cluster edge with API gateway, load balancer, security, and observability features.
NGINX Gateway Fabric
Implement the Gateway API across hybrid and multicloud Kubernetes environments with a secure, fast, and reliable NGINX data plane.
NGINX App Protect
Get F5’s industry-leading WAF and denial-of-service (DoS) protection for apps and APIs.
NGINX One
The core NGINX data plane software enhanced with SaaS-based tools for observability, management, and security.

Resources

Featured
Scale, Secure, and Monitor AI/ML Workloads in Kubernetes with Ingress Controllers

Explore how Ingress controllers and F5 NGINX Connectivity Stack for Kubernetes can help simplify and streamline model serving, experimentation, monitoring, and security for AI/ML workloads.

Read the blog
Blogs

A Quick Guide to Scaling AI/ML Workloads on Kubernetes ›

The Ingress Controller: Touchstone for Securing AI/ML Apps in Kubernetes ›


Comparison guides

Compare NGINX One to NGINX Open Source ›


Technical articles

Securing NVIDIA NIM Inference with NGINX Ingress Controller ›

Scalable AI Deployment: Harnessing OpenVINO and NGINX Plus for Efficient Inference ›


Reports

IDC Spotlight: Enhancing AI Workload Performance with Advanced Networking Solutions ›

Next Steps

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