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The GeekNarrator
Kaivalya Apte
103 episodes
1 week ago
The GeekNarrator podcast is a show hosted by Kaivalya Apte who is a Software Engineer and loves to talk about Technology, Technical Interviews, Self Improvement, Best Practices and Hustle. Connect with Kaivalya Apte https://www.linkedin.com/in/kaivalya-apte-2217221a Tech blogs: https://kaivalya-apte.medium.com/ Wanna talk? Book a slot here: https://calendly.com/speakwithkv/hey Enjoy the show and please follow to get more updates. Also please don’t forget to rate and review the show. Cheers
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Technology
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All content for The GeekNarrator is the property of Kaivalya Apte and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
The GeekNarrator podcast is a show hosted by Kaivalya Apte who is a Software Engineer and loves to talk about Technology, Technical Interviews, Self Improvement, Best Practices and Hustle. Connect with Kaivalya Apte https://www.linkedin.com/in/kaivalya-apte-2217221a Tech blogs: https://kaivalya-apte.medium.com/ Wanna talk? Book a slot here: https://calendly.com/speakwithkv/hey Enjoy the show and please follow to get more updates. Also please don’t forget to rate and review the show. Cheers
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Technology
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Can Math simplify incremental compute?
The GeekNarrator
1 hour 17 minutes 13 seconds
7 months ago
Can Math simplify incremental compute?

In this episode of The Geek Narrator podcast, Lalit Suresh, CEO of Feldera, joins us to share insights on incremental view maintenance and its significance in modern data processing.We have discussed the challenges posed by distributed systems, the mathematical foundation of DBSP, and how Feldera's architecture addresses these challenges. Performance optimization, handling late events, and the future of stream processing, the importance of SQL in creating efficient data workflows - its all in here.Chapters00:00 Introduction to Incremental View Maintenance06:30 Challenges in Distributed Systems11:46 Batch Processing vs Stream Processing16:27 Understanding DBSP: The Mathematical Foundation27:46 Architecture of Feldera and Data Flow39:23 Partitioning and Storage Layer in Feldera42:51 Understanding Co-Design Storage Layers45:52 Foreground and Background Workers in DBSP49:16 Tuning Background Workers for Performance49:41 Synchronous Compute Model and View Propagation51:35 Zsets and Batch Processing in Stream Workloads54:00 Data Model Optimization in Feldera57:22 Handling Late Events and Lateness in Feldera01:01:18 Watermarks and Lateness Annotations01:04:20 Error Handling and Idempotency in Feldera01:11:05 Feldera's Differentiators and Future Roadmap

The GeekNarrator
The GeekNarrator podcast is a show hosted by Kaivalya Apte who is a Software Engineer and loves to talk about Technology, Technical Interviews, Self Improvement, Best Practices and Hustle. Connect with Kaivalya Apte https://www.linkedin.com/in/kaivalya-apte-2217221a Tech blogs: https://kaivalya-apte.medium.com/ Wanna talk? Book a slot here: https://calendly.com/speakwithkv/hey Enjoy the show and please follow to get more updates. Also please don’t forget to rate and review the show. Cheers