Changing Parameters for A/B Testing, with Apache Flink | 4/5

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  • Опубліковано 1 чер 2024
  • Discover how the control channel method can help you change application parameters and filters to perform A/B testing and feature switching, with zero downtime. 
    In this series, Anand Shah (Data Analytics and Streaming Specialist at AWS) will help you build a modern data streaming architecture for a real-time gaming leaderboard. This architecture includes data ingestion, real-time enrichment with database change data capture (CDC), data processing, as well as computing, storing and visualizing the results. You will also learn advanced streaming analytics techniques, such as the control channel method for A/B testing, updating features and parameters with zero downtime, and how to handle late arrival of data. Anand will also talk you through the process of data de-duplication, as well as how you can store historical data for replay on-demand. 🎉
    🌟 Get started with Amazon Managed Service for Apache Flink today, to build and run your fully managed Apache Flink applications on AWS!
    🔗 Github repository: github.com/build-on-aws/real-...
    Resources used in this video:
    🔗 Intro to Kinesis Data Streams: docs.aws.amazon.com/streams/l...
    Follow AWS Developers:
    👾 Twitch: / aws
    🐦 Twitter: / awsdevelopers
    💻 LinkedIn: / aws
    Follow Anand Shah: 
    🐦 Twitter: / anandshah110
    💻 LinkedIn: / anandshah110
    00:00 Intro
    00:20 What will you learn?
    00:51 Control channel technique - Architecture
    01:12 Control channel technique - Deep dive
    02:20 Control channel technique - Use cases
    02:50 Demo: CDK source code walkthrough and deployment
    04:01 Demo: Applying control channel technique in Managed Flink Notebooks
    05:23 Demo: Challenge 4 - Dynamic bot filtering and A/B testing
    06:01 Demo: Push config events using AWS Lambda
    07:39 Conclusion
     #ZeroDownTime, #DynamicConfigurations, #ManagedServiceForApacheFlink
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КОМЕНТАРІ • 2

  • @awsdevelopers
    @awsdevelopers  Місяць тому

    The final episode of this series will be out on April 16th! 🔥

  • @vausa1000
    @vausa1000 Місяць тому

    AWS has stolen $1100 by overcharging me.
    I wrote to Jeff Bezos and the funds are still not recovered.
    Could you help me and others watching this video, what is the procedure of getting a refund in case of an overcharge.