Overview
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Explore a comprehensive conference talk by Amarnath Immadisetty at Conf42 DevOps 2025 that delves into the architecture of real-time analytics systems. Learn how modern businesses can meet rising customer expectations through immediate data insights. The 46-minute presentation covers the entire analytics pipeline, starting with an introduction to customer expectations in the digital era and the core benefits of real-time analytics. Discover practical examples of real-time analytics in action before diving into detailed explanations of pipeline design, data collection sources, processing techniques, and storage solutions. The talk also addresses critical aspects of data delivery for actionable insights and implementing proper monitoring for resilient systems. Perfect for DevOps professionals and data engineers looking to implement or improve real-time analytics capabilities in their organizations.
Syllabus
00:00 Introduction and Session Overview
01:51 Customer Expectations in the Digital Era
02:20 Core Benefits of Real-Time Analytics
03:10 Real-Time Analytics in Action
07:00 Designing a Real-Time Analytics Pipeline
08:23 Data Collection and Sources
13:51 Data Processing Techniques
21:15 Data Storage Solutions
30:58 Data Delivery and Actionable Insights
37:19 Monitoring and Resilience
43:05 Conclusion and Final Thoughts
Taught by
Conf42