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Rui Vieira

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titleconferencedate
Composable microservices for streaming analyticsDevConf.CZ 20192019-01-25
Shows a concrete pipeline: Kafka topics feeding containerized Python microservices on OpenShift with Spark for distributed compute; demos include a…
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Recommendation engines explainedDevConf.CZ 20192019-01-25
Uses the MovieLens 100k dataset and Jupyter/Binder to demonstrate Spark ALS collaborative filtering, trains with a grid over rank {6,8} and maxIter {10,12}…
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Building your own Distributed Streaming Recommendation EngineBerlin Buzzwords 20182018-06-11
A distributed streaming ALS implemented with stochastic gradient descent updates per incoming rating, using Apache RDDs and Apache Spark DStreams and Kafka for…
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