Live

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Links to other live or upcoming talks

• Welcome
• Google's investment on Beam, and internal use of Beam at Google
• Machine learning design patterns: between Beam and a hard place
• Tailoring pipelines at Spotify
• The adoption, current state and future of Apache Beam at Twitter
• Vega: Scaling MLOps Pipelines at Credit Karma using Apache Beam and Dataflow
• Houston, we've got a problem: 6 principles for pipelines design taken from the Apollo missions
• RunInference: Machine Learning Inferences in Beam
• Speeding up development with Apache Beam (Adobe Experience Platform)
• Powering Real-time Data at Intuit: A Look at Golden Signals powered by Beam
• How the sausage gets made: Dataflow under the covers
• State of the Go SDK 2022
• How to break Wordle with Beam and BigQuery
• BlueVoyant: Detecting Security Dumpster Fires on the Internet
• Migration Spark to Apache Beam/Dataflow and hexagonal architecture + DDD
• Introduction to performance testing in Apache Beam
• From script slums to beam skyscrapers
• Data Integration on cloud made easy using Apache Beam
• Collibra’s Telemetry Backbone - OpenTelemetry and Apache Beam
• How to benchmark your Beam pipelines for cost optimization and capacity planning
• Strategies for caching data in Dataflow using Beam SDK
• Cloud Spanner change streams and Apache Beam
• New Avro serialization and deserialization in Beam SQL
• Implementing Cloud Agnostic Machine Learning Workflows with Apache Beam on Kubernetes
• Where is Beam leading Data Processing now?
• Palo Alto Networks' massive-scale deployment of Beam
• Beam as a High-Performance Compute Grid
• Optimizing a Dataflow pipeline for cost efficiency: lessons learned at Orange
• Oops, I wrote a Portable Beam Runner in Go
• Combine by Example - OpenTelemetry Exponential Histogram
• Visually build Beam pipelines using Apache Hop
• Unified Streaming and Batch Pipelines at LinkedIn using Beam
• Detecting Change-Points in Real-Time with Apache Beam
• Beam in Production: Working with DataFlow Flex temples and Cloud Build
• Log ingestion and data replication at Twitter
• Streaming NLP infrastructure on Dataflow
• Relational Beam: Process columns, not rows!
• Error handling with Apache Beam and Asgarde library
• Developing PulsarIO Connector
• Writing a native Go streaming pipeline
• Beam data pipelines on microservice architectures
• Use of shared handles for Cache reuse across DoFn’s in Python
• Playing the Long Game - Transforming Ricardo's Data Infrastructure with Apache Beam
• Online clustering and semantic enrichment of textual data with Apache Beam
• Scaling up pandas with the Beam DataFrame API
• Apache Beam backend for open source Scalding
• Scio in-depth workshop
• Real time liveness status of industrial sensors with Apache Beam on Dataflow runner and Yugabyte
• Supporting ACID transactions in a NoSQL database with Apache Beam
• Improving Beam-Dataflow Pipelines for Text Data Processing
• Beam Playground: discover, learn and prototype with Apache Beam
• GCP Beam Common Customer Issues
• The Ray Beam Runner Project: A Vision for Unified Batch, Streaming, and ML
• Splittable DoFns in Python: a hands-on workshop