Скачать с ютуб Compute, Store, and Visualize Results with Amazon MemoryDB for Redis | 3/5 в хорошем качестве

Compute, Store, and Visualize Results with Amazon MemoryDB for Redis | 3/5

In this video, we’ll show you how to process event data and compute your gaming leaderboard using Apache Flink, before storing the results to Amazon MemoryDB for Redis, and visualizing them with Grafana. You’ll see a deep dive into Redis data structures that combine with Apache Flink patterns, to power a gaming leaderboard. We’ll also discuss how to use a Lambda function that continuously sends queries from Apache Flink to Redis, and visualizes these results with Grafana dashboards. 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! 👉 https://aws.amazon.com/managed-servic... 🔗 Github repository: https://github.com/build-on-aws/real-... Resources used in this video: 🔗 MemoryDB for Redis: https://docs.aws.amazon.com/memorydb/... 🔗 Guide to Amazon Managed Grafana: https://docs.aws.amazon.com/grafana/l... 🔗 Redis data structure sorted set: https://redis.io/docs/data-types/sort... 🔗 Redis ZINCRBY operation: https://redis.io/commands/zincrby/ 🔗 Redis ZADD operation: https://redis.io/commands/zadd/ 🔗 AWS CDK Overview: https://docs.aws.amazon.com/cdk/v2/gu... 🔗 Modern Streaming Data Architecture on AWS: https://docs.aws.amazon.com/whitepape... Follow AWS Developers: 👾 Twitch:   / aws   🐦 Twitter:   / awsdevelopers   💻 LinkedIn:   / aws   Follow Anand Shah:  🐦 Twitter:   / anandshah110   💻 LinkedIn:   / anandshah110   00:00 Intro 00:24 What will you learn? 01:11 What is Redis? 01:47 Redis operation ZINCRBY 02:31 Redis operation ZADD 03:33 Redis on AWS 04:00 What are we going to build? 04:22 Demo: CDK source code walkthrough and deployment 06:12 Demo: Importing notebook to Amazon Managed Flink Studio 07:21 Demo: Challenges 1 and 2 answers and explanations 09:59 Demo: Challenge 3 - Compute leaderboard and save to MemoryDB 11:18 Demo: Gaming leaderboard architecture evaluation 11:44 Demo: MemoryDB writer Lambda function walkthrough 12:31 Demo: Flink UI - Confirming data movement 12:48 Demo: Grafana - Connecting Redis data source 13:40 Demo: Grafana - Building dashboards 15:20 Conclusion  #MemoryDBforRedis, #ManagedServiceForApacheFlink, #ManagedGrafana