Model Hosting Documentation

Everything you need to know about deploying and scaling your AI models on Neural Nexus.

Documentation

Hosting Overview

Neural Nexus Hosting Platform

The Neural Nexus hosting platform provides a secure, scalable, and high-performance environment for deploying AI models in production. Our infrastructure is optimized for machine learning workloads, with support for various hardware accelerators including GPUs and TPUs.

Key Features

  • Serverless deployment with automatic scaling
  • Dedicated instances for consistent performance
  • Enterprise-grade security and compliance
  • Comprehensive monitoring and analytics
  • Global edge deployment for low-latency inference
  • Cost optimization tools and recommendations

Hosting Architecture

Frontend Layer

API gateway, load balancing, and request routing for optimal performance.

Compute Layer

Distributed inference servers with GPU/TPU acceleration and automatic scaling.

Management Layer

Monitoring, logging, and analytics for tracking model performance and usage.

Our hosting platform is designed to handle various model types and workloads, from simple inference APIs to complex multi-model systems requiring orchestration and coordination.