Machine Learning and Cloud Performance Debugging

Ditto is a system that can scale across a cloud scale system, achieve good performance and quickly diagnose what the root causes of performance issues are in microservices specifically. Ditto tries to create a synthetic proxy, so create a clone of a production cloud service without revealing in detail how it works. The innovation with Ditto is that it looks at the end-to-end stack of an entire microservice topology. It includes both user level activity and kernel level activity, including the network stack.