Modern Testing: Testing the hard stuff (Sydney)
YOW! presents two great talks on testing today's complex software, from experts in the field.
Serverless microservices: test smarter not harder - Matt Fellows
Modern distributed architectures are increasingly composed of large numbers of decoupled, asynchronous components. In AWS, these components are plumbed together via services like SQS, Kinesis and S3 often integrated via small and frequent numbers of microservices or lambdas. But how do you test these architectures if they are cloud native?
It’s 2019, and we can do better than deploying the entire stack and running a battery of E2E tests against them.
In his talk, Matt will demonstrate how you can scale development of large-scale systems across teams, technology and process, and unlock the agility of your cloud-native architecture.
Taming the Beast: Automated Testing for Complex Data Pipelines - Trish Khoo
Massive datasets. Complex data pipelines. Machine learning. When faced with such a beast, how do you test it effectively? When your tests results are less "pass" and "fail", and more "sort of" and "not really", how do you automate testing?
Trish Khoo draws upon her experience in testing complex data systems to demonstrate proven strategies for testing in this field. Her experience working on ultra-large-scale systems at Google in Mountain View, California shaped her technical approach to testing which she applies in her work as a consultant today.