Hyperion
High-Performance ML Inference Platform
This demo simulates real Hyperion performance characteristics based on actual benchmarks. Performance metrics and visualizations reflect real-world GPU acceleration and batching improvements.
Live Performance Metrics
Throughput Analysis
Interactive Performance Testing
System Architecture
Kubernetes-native deployment with intelligent scaling and monitoring
Request Ingestion
Inference Engine
Auto-scaling
Request → Batching → GPU Processing → Response
Production-Ready Features
Enterprise-grade ML inference with comprehensive observability
GPU Acceleration
NVIDIA CUDA support with automatic detection and mixed-precision optimization
Smart Batching
Dynamic request batching with configurable batch sizes for optimal throughput
Auto-scaling
Kubernetes HPA, VPA, and KEDA integration for intelligent scaling
Observability
Comprehensive Prometheus metrics with real-time performance tracking
Performance Specifications
Real-world benchmarks from production deployments