When it comes to raw performance metrics, GPUs often lead the pack. Their architecture is specifically tailored for the high-speed, parallel processing demands of AI tasks. However, this doesn’t always translate into a one-size-fits-all solution.

In this article, we’ll explore scenarios where CPUs might not only compete but potentially gain an upper hand, focusing on cost, efficiency, and application-specific performance.

Serverless computing offers a myriad of advantages but is not a universal solution. It represents a strategic choice, requiring careful consideration of application architecture, scalability needs, and financial models. If your business seeks an agile, cost-efficient, and scalable solution without the operational complexities of traditional server management, serverless computing might be the right path for your next project.

Key changes & Improvements Significantly improved RabbitMQ stability Previously, any network disruption or high load on a control node could trigger problems with RabbitMQ, which required manual intervention to fix.

Core Updates Kolla-Ansible haproxy – enable self-signed TLS (HTTPS) for all external endpoints by default This generates a self-signed CA and certificate using Kolla-Ansible’s built-in certificate generation Allows accessing Horizon and