Streaming Machine Learning with Flink, Pulsar and Iceberg

Learn how to build an end-to-end streaming machine learning pipeline using Apache Flink, Apache Pulsar, and Apache Iceberg in this conference talk from Pulsar Summit NA 2023. Explore the integration of these powerful open-source technologies to create scalable, real-time machine learning solutions, beginning with an introduction to the core components and their roles in the streaming architecture. Discover how Apache Flink handles stream processing, Apache Pulsar manages message queuing and storage, and Apache Iceberg provides reliable table formats for large-scale data analytics. Gain practical insights into implementing and deploying streaming ML workflows while understanding the synergies between these complementary technologies.