Orchestration
Past Presentations
Design for Continuous Evolution
Continuous evolution is the ability to add features easily to a running service while maintaining high availability, which is the key to high velocity in development. A repeated theme is a focus on immutability at many layers so that we can decouple specification from instantiation. Similarly,...
A Series of Unfortunate Container Events @Netflix
Project Titus is Netflix's container runtime on top of Amazon EC2. Titus powers algorithm research through massively parallel model training, media encoding, data research notebooks, ad hoc reporting, NodeJS UI services, stream processing and general micro-services. As an update from last year's...
Managing Millions of Data Services @Heroku
Over the years, Heroku Data's offerings continue to grow and reach new higher demands with Postgres, Kafka and Redis. Performing repairs, maintainenances, applying patches and auditing a fleet of millions creates some serious time constraints. We'll walk through the evolution of fleet...