Pyramid Scaling Guide for Analytics Platform

This guide provides detailed instructions and best practices for scaling the Pyramid analytics platform. It outlines the complexities involved in scaling due to various factors such as hardware choices, networking, and the underlying data stack technologies. The document begins with an overview of the server tiers that comprise Pyramid, including core servers, peripheral servers, and optional services. Each server tier is described in terms of its function and resource usage. The guide also presents basic scale models, including simple standalone, split out, and scale up approaches for deployment. Additionally, it discusses scaling considerations and strategies, emphasizing the importance of understanding the specific needs of the deployment scenario. The guide aims to assist users in making informed decisions regarding their Pyramid installations and scaling efforts, ensuring optimal performance and efficiency.