LiveDataPro - Modern Stream Processing and Consistency Explored
https://github.com/pathwaycom
Embark on an insightful journey into stream processing. This session is designed to shed light on the complex yet fascinating world of real-time data processing.
00:00 Introduction and Welcome
00:56 Presentation of the Experts
03:15 Setting the Stage: Streaming Systems
03:43 Understanding the Streaming Landscape
06:54 Discussion on Streaming Challenges
11:47 Deep Dive into Consistency in Streaming
12:57 Understanding the Toy Bank Use Case
18:11 Exploring the SQL Setup for the Use Case
20:18 Consistency in Streaming: A Closer Look
24:16 Final Thoughts on Consistency in Streaming
25:41 Understanding Incorrect Values in Databases
26:04 Exploring Use Cases for Stream Processors
26:24 The Role of Time Windows in Stream Processing
27:24 Challenges in Stream Processing for Newbies
27:51 The Concept of Intelligent Key Value Store
28:23 The Problem of Inconsistency in Computations
31:55 Understanding the Concept of Temporal Join
32:49 The Role of Time in Stream Processing
34:18 The Challenge of Maintaining Consistency in Stream Processing
49:43 The Future of Real-Time Databases and Stream Processing
Highlights:
🚀 Integrating Streaming with Traditional Systems: How do streaming systems complement OLTP and OLAP?
⏲ Timing is Everything: Tackling stream ordering, time windows, and late data.
🔄 Consistency Counts: Why it's vital and what's now possible in stream processing.
Meet the Speakers:
Hubert Dulay: A vanguard in stream data processing, author of "Streaming Data Mesh" 2023 along with “Steaming Databases” 2024, and an acclaimed engineer with over 20 years of experience.
Ralph Matthias Debusmann: Lead Enterprise Kafka Engineer at Migros, former CTO at Forecasty AI, and architect at SAP. Co-author of “Streaming Databases” 2024.
Adrian Kosowski: Co-founder and CPO of Pathway, earned his PhD at 20 and authored over 100 research publications. His contributions include co-founding Spoj.com, a platform that impacted millions of programmers.
Ready to Streamline Your Knowledge? Join us for this insightful journey into the challenges and triumphs of stream processing. RSVP now to secure your spot in this must-attend webinar!