Opening Keynote: Community update + The State of Apache BeamBrittany Hermann, Austin Bennett, Pablo Estrada & Matthias Baetens
You belong together - detecting linked accounts at RicardoTobias Kaymak
Scaling machine learning to millions of users with Apache BeamTatiana Al-Chueyr Martins
TPC-DS and Apache Beam - the time has come!Alexey Romanenko & Ismael Mejía
From factory to cloud: The Path to BeamDan H
Profiling Apache Beam Python pipelinesIsrael Herraiz
Workshop: Build a Unified Batch and Streaming Pipeline with Apache Beam on AWSGandhi Swaminathan & Steffen Hausmann
Deduplication: Where Beam Fits InJeff Klukas
Fault Tolerant Integration of Apache Beam With Relational DatabaseSavitha Jayasankar & Piaw Na
Relational Beam: Automatically optimize your pipelineAndrew Pilloud
Simple Distributed Raytracer with the Beam Go SDKRobert Burke
Ingesting and Processing Level 3 Order Book StreamsDaniel Tyreus
GCP Dataflow ArchitectureSvetak Sundhar
How to handle duplicate data in streaming pipelines using Dataflow and Pub/SubZeeshan
Workshop: Step by step development of a streaming pipeline using Scio (Scala)Israel Herraiz
Multi-language Pipelines for improving usability and reducing overheadsChamikara Jayalath
Workshop: Create your first Dataflow Flex template and set up a CI/CD pipeline for it on Cloud BuildMiren Esnaola
Image classification with Beam and AutoMLDavid Cavazos
Using Beam for Real-time Manufacturing Data AnalysisJeswanth Yadagani
Lessons learned from using Dataflow for local ML batch inferenceRamtin Rassoli
Autoscaling your transforms with auto-sharded GroupIntoBatchesPablo Estrada
ML Inference at scale, easy as learning your 5 times table, with tfx-dsl and Apache Beam!Reza Rokni & Robert Crowe
Improve the usability of Apache BeamMariann Nagy
Real-time change data in Apache Beam with DebeziumIOPablo Estrada
Scalable Predictions of Deep Learning models with Apache BeamJo Pu & Hannes Hapke
Workshop: Privacy on Beam - E2E Differential Privacy Solution for Apache BeamMirac Vuslat Basaran
Large scale streaming infrastructure using Apache Beam and DataFlowTalat Uyarer
How to build streaming data pipelines with Google Cloud Dataflow and Confluent CloudElena Cuevas
Leveraging Beam's Batch-Mode for Robust Recoveries and Late-Data Processing of Streaming PipelinesDevon Peticolas
Workshop: Visually build Beam pipelines using Apache HopMatt Casters