Скачать или смотреть Big Data Monitoring & Alerting: Tools & Best Practices for Beginners

Learn how to effectively monitor and alert on your big data infrastructure! 🚀 This video is designed for beginners and covers the essential tools and practices for maintaining a stable, performant, and reliable big data environment.

We'll start with the basics: what is monitoring and why it's crucial for big data systems. We'll explore different types of monitoring, including infrastructure, application performance (APM), log, and network monitoring. Discover the key metrics you should be tracking, from CPU usage to error rates. 📊

Next, we dive into alerting – how to set it up, best practices for minimizing false positives, and effective routing strategies to ensure the right teams are notified promptly. We'll also showcase popular monitoring tools like Prometheus, Grafana, and the ELK Stack. 🛠️

Plus, we'll discuss the unique challenges of monitoring big data environments, such as high data volume and distributed system complexity. We also provide a sample Python monitoring script to get you started!

#BigData #Monitoring #Alerting #DevOps #DataEngineering #SystemMonitoring #Prometheus #Grafana #ELKStack #codelucky
Chapters:
00:00 - Monitoring and Alerting Systems
00:16 - Monitoring and Alerting Systems - Slide 2
00:48 - Monitoring and Alerting Systems - Slide 3
01:28 - Alerting: Definition and Purpose
01:47 - Monitoring and Alerting Systems - Slide 5
02:46 - Popular Monitoring Tools
03:20 - Sample Monitoring Script (Python)
03:44 - Monitoring and Alerting Systems - Slide 8
04:12 - Best Practices
04:38 - Summary
04:53 - Outro

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