AI Inference Pipelines - Building Low-Latency Systems With gRPC
CNCF [Cloud Native Computing Foundation] via YouTube
Overview
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Learn to build high-performance AI inference pipelines using gRPC for production environments where milliseconds matter. Discover practical strategies for creating low-latency, high-throughput communication systems across services in real-time AI applications like fraud detection and medical imaging. Explore the complete architecture design process, identify and overcome performance bottlenecks, and understand scaling techniques to meet real-world demand. Gain insights from real implementation experiences, including what works, common pitfalls to avoid, and lessons learned from deploying AI systems in production. Master the essential techniques for designing fast, reliable, and production-ready AI inference systems that can handle the demanding requirements of time-critical applications.
Syllabus
AI Inference Pipelines – Building Low-Latency Systems With gRPC - Akshat Sharma, Deskree
Taught by
CNCF [Cloud Native Computing Foundation]