
Speaker "Claudiu Barbura" Details Back

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Name
Claudiu Barbura
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Company
Ubix
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Designation
VP Engineering
Topic
Autonomous analytics on streaming data at scale
Abstract
Live demo of building a streaming pipeline enabling interactive scientific exploration/discovery and advanced analytics on streams of data from various data sources (oil/water pumps with the purpose of detecting and forecasting failure or predicting port destinations for oil ships) ... using a high level domain specific language published by our analytics platform. We’ll share the lessons learned from deploying and operating such a pipeline at scale, including metrics that we collected which allowed us to leverage the full potential of the technology stack (Spark Streaming, MlLib, SQL, Kafka, Cassandra, VW, akka).