Roman Kovalik
Big Data Engineer
Quantium
location_on Australia
Member since 2 years
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Roman Kovalik
Specialises In (based on submitted proposals)
I spend most of my time building machine learning pipelines in Spark and Flink.
I am quite fond of functional programming.
I'm currently working obsessively on an async machine learning api.
I have also contributed heavily to Scoozie which is a Scala DSL for Oozie.
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Batch as a Special Case of Streaming
30 Mins
Case Study
Intermediate
In this talk I will share my teams gruelling journey in attempting to migrate a batch like system into a streaming framework.
Walking through the various solutions that we tested using Flink, I'll be discussing each ones performance characteristics and bringing to light misconceptions in their designs.
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