cloud native notes

Technology, musings and anything else that comes to mind.

OCI's Hyperscale AI Networking: Project Acceleron

2025-10-21 post Matt Ferguson
When you’ve spent a career in networking as I did at Cisco designing global service provider backbones and architecting massively scalable enterprise data-centers, you start to appreciate the art of engineering trade-offs. The subtle details behind ASIC design, optical signaling, and network hops can make-or-break stringent performance tolerances; they can also directly influence business outcomes. That’s why, for me, one of the most significant announcements at Oracle AI World wasn’t about GPUs, it was about networking. Specifically, Oracle’s Acceleron fabric, the new backbone of OCI’s AI infrastructure. Continue reading

How to Build a Serverless Image Analysis Pipeline on OCI

2025-09-24 post Matt Ferguson
This guide provides a step-by-step walkthrough for building a complete, serverless image analysis pipeline on Oracle Cloud Infrastructure (OCI). You’ll learn how to deploy a containerized web app that saves uploaded images to Object Storage, automatically triggering an event-driven serverless Function. This function then leverages the OCI Vision AI service to perform object detection, ultimately storing the resulting JSON metadata in an Oracle Autonomous Database to create a powerful, end-to-end workflow that transforms raw images into structured, analyzable data. Continue reading