Unbreakable & Supercharged Beam Apps with Scala + ZIO

Google Cloud Dataflow with Beam is at the core of how Credit Karma recommends the best offers for its 120M+ users worldwide. Using Scala with ZIO, we will demonstrate with code examples how to easily solve common production challenges including:

• controlling misbehaving Tensorflow & PMML models

• transient job failures and Dataflow bugs,

• running multiple parallel jobs

• detecting anomalous jobs

• preventing errors at the petabyte scale

• speculative jobs for optimizing operation

• and more