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Re:Discovering Anomalies in Real-Time with Apache Flink by mtrn on Thursday February 16, 2017 @09:46AM (#13660180)
Spot on. Can you recommend some good articles or books dealing with these kind of problems?

My current understanding is that a event-based (in a very broad sense) system are hard to "replay" in the case of a failure (error in data or just a bug), unless you build additional machinery, which decreases robustness. In contrast the task of making a batch processing system perform fast is easy and much better defined.

Re:Discovering Anomalies in Real-Time with Apache Flink by urlgrey on Thursday February 16, 2017 @11:42AM (#13661298)
I highly recommend reading Tyler Akidau's article titled "The world beyond batch: Streaming 101": https://www.oreilly.com/ideas/the-world-beyond-batch-streami...

And its follow-up post: https://www.oreilly.com/ideas/the-world-beyond-batch-streami...