Beam Summit 2021 Sessions

Title	Speaker(s)	Recording	Slides
Opening Keynote: Community update + The State of Apache Beam	Brittany Hermann, Austin Bennett, Pablo Estrada & Matthias Baetens
You belong together - detecting linked accounts at Ricardo	Tobias Kaymak
Scaling machine learning to millions of users with Apache Beam	Tatiana Al-Chueyr Martins
TPC-DS and Apache Beam - the time has come!	Alexey Romanenko & Ismael Mejía
From factory to cloud: The Path to Beam	Dan H
Profiling Apache Beam Python pipelines	Israel Herraiz
Workshop: Build a Unified Batch and Streaming Pipeline with Apache Beam on AWS	Gandhi Swaminathan & Steffen Hausmann
Deduplication: Where Beam Fits In	Jeff Klukas
Fault Tolerant Integration of Apache Beam With Relational Database	Savitha Jayasankar & Piaw Na
Relational Beam: Automatically optimize your pipeline	Andrew Pilloud
Simple Distributed Raytracer with the Beam Go SDK	Robert Burke
Ingesting and Processing Level 3 Order Book Streams	Daniel Tyreus
GCP Dataflow Architecture	Svetak Sundhar
How to handle duplicate data in streaming pipelines using Dataflow and Pub/Sub	Zeeshan
Workshop: Step by step development of a streaming pipeline using Scio (Scala)	Israel Herraiz
Multi-language Pipelines for improving usability and reducing overheads	Chamikara Jayalath
Workshop: Create your first Dataflow Flex template and set up a CI/CD pipeline for it on Cloud Build	Miren Esnaola
Image classification with Beam and AutoML	David Cavazos
Using Beam for Real-time Manufacturing Data Analysis	Jeswanth Yadagani
Lessons learned from using Dataflow for local ML batch inference	Ramtin Rassoli
Autoscaling your transforms with auto-sharded GroupIntoBatches	Pablo 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 Beam	Mariann Nagy
Real-time change data in Apache Beam with DebeziumIO	Pablo Estrada
Scalable Predictions of Deep Learning models with Apache Beam	Jo Pu & Hannes Hapke
Workshop: Privacy on Beam - E2E Differential Privacy Solution for Apache Beam	Mirac Vuslat Basaran
Large scale streaming infrastructure using Apache Beam and DataFlow	Talat Uyarer
How to build streaming data pipelines with Google Cloud Dataflow and Confluent Cloud	Elena Cuevas
Leveraging Beam's Batch-Mode for Robust Recoveries and Late-Data Processing of Streaming Pipelines	Devon Peticolas
Workshop: Visually build Beam pipelines using Apache Hop	Matt Casters