Evolution of Real-time User Engagement Event Consumption at Pinterest | Current 2023

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  • čas přidán 25. 07. 2024
  • Pinterest handles billions of user engagement events daily that are consumed by hundreds of real time apps via a few Apache Kafka® clusters. In this talk, Lu Liu and Heng Zhang discuss how they used Apache Flink® to standardize their processing logic and improve data quality, leading to multi-million dollar infrastructure savings and increased user engagement.
    CHAPTERS
    00:00 - Intro
    01:26 - What is Pinterest
    03:00 - Event Processing Architecture
    05:15 - Architecture Evolution
    08:42 - Problem Solving
    17:55 - Platinum Event Stream
    20:53 - Technical Architecture
    22:03 - Flink Application
    22:45 - Splitter
    23:02 - Filtering
    23:42 - Splitting
    28:29 - Learnings
    30:11 - Data Quality
    31:09 - Cost Efficiency
    32:01 - Conclusion
    32:36 - Ongoing Efforts
    Speakers: Lu Liu and Heng Zhang
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    Confluent is pioneering a fundamentally new category of data infrastructure focused on data in motion. Confluent’s cloud-native offering is the foundational platform for data in motion - designed to be the intelligent connective tissue enabling real-time data, from multiple sources, to constantly stream across the organization. With Confluent, organizations can meet the new business imperative of delivering rich, digital front-end customer experiences and transitioning to sophisticated, real-time, software-driven backend operations. To learn more, please visit www.confluent.io.
    #current2023 #apachekafka #kafka #confluent
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