Amazon Web Services
In this video, Anand Shah introduces the fundamentals of streaming architecture and demonstrates how to build a real-time gaming leaderboard using Amazon Managed Service for Apache Flink. He covers streaming analytics basics, common use cases, and walks through setting up the infrastructure using AWS CDK. The tutorial includes hands-on demos for deploying resources, configuring a Managed Flink Studio Notebook, and completing a data ingestion challenge using Kinesis Data Streams. This video is part of a series that will explore advanced streaming techniques like real-time enrichment, A/B testing, and handling late data arrivals.
00:00 Intro
00:32 What will you learn?
01:26 Streaming analytics fundamentals
02:01 Most common streaming use cases
02:20 Streaming architecture overview
03:09 Gaming leaderboard use case
03:57 Gaming leaderboard streaming architecture
05:09 Streaming data ingestion
05:35 Demo: Github repository
07:43 Demo: CDK source code walkthrough and deploy
08:18 Demo: Infrastructure setup
10:30 Demo: Amazon Managed Apache Flink Studio Notebook setup
11:40 Demo: Challenge 1 - Select gaming event data
13:11 Conclusion