Topic: resource management
From Monoliths to Microservices to AI-Native: The Next Evolution of Distributed Systems
The architectural patterns that powered the microservices revolution are showing their age. When my peers and I began designing distributed systems for companies like Cisco, Amazon, and Palo Alto Networks, we optimized for stateless, horizontally scalable services with predictable resource consumption. AI workloads follow a different set of rules. Transformer architectures demand frequent synchronization of … continue reading
