InfoQ Homepage Apache Beam Content on InfoQ
Presentations
RSS Feed-
Simplifying ML Workflows with Apache Beam
Tyler Akidau discusses how Apache Beam is simplifying pre- and post-processing for ML pipelines.
/presentations/ml-workflow-apache-beam/en/mediumimage/Tybig-1529542935186.JPG)
-
Streaming SQL Foundations: Why I ❤ Streams+Tables
Tyler Akidau explores the relationship between the Beam Model and stream & table theory and explains what is required to provide robust stream processing support in SQL.
/presentations/sql-streaming/en/mediumimage/Tybig-1525536964170.JPG)
-
Streaming SQL Foundations: Why I ❤Streams+Tables
Tyler Akidau explores the relationship between the Beam Model and stream & table theory, stream processing in SQL with Apache Beam, Calcite, Flink, Kafka KSQL and Apache Spark’s Structured streaming.
/presentations/beam-model-stream-table=theory/en/mediumimage/Tybig-1518993323788.JPG)
-
Straggler Free Data Processing in Cloud Dataflow
Eugene Kirpichov describes the theory and practice behind Cloud Dataflow's approach to straggler elimination, and the associated non-obvious challenges, benefits, and implications of the technique.
/presentations/cloud-dataflow-processing/en/mediumimage/Eubig.JPG)
-
Fundamentals of Stream Processing with Apache Beam
Frances Perry and Tyler Akidau discuss Apache Beam, out-of-order stream processing, and how Beam’s tools for reasoning simplify complex tasks.
/presentations/stream-apache-beam/en/mediumimage/doibig.JPG)
-
Apache Beam: The Case for Unifying Streaming APIs
Andrew Psaltis talks about Apache Beam, which aims to provide a unified stream processing model for defining and executing complex data processing, data ingestion and integration workflows.
/presentations/apache-beam/en/mediumimage/Andbig.JPG)