公开(公告)号：US10684940B1

公开(公告)日：2020-06-16

申请号：US16134752

申请日：2018-09-18

Applicant: Amazon Technologies, Inc.

Inventor： Akash Kayal ,  Joshua Chittle

IPC: G06F9/44 ,  G06F11/36 ,  G06N20/00

Abstract: Generally described, one or more aspects of the present application correspond to an artificial intelligence (AI) system that helps developers build failure-resilient microservices. The AI system can analyze the code of a microservice to identify other, similar microservices, and then use historical data about performance of those similar microservices to build a failure model for the microservice. The AI system can also automatically run failure tests based on the failure model, and can suggest code changes (based on analyzing historical code changes and test performance data) that can help a microservice become resilient to a particular failure.