Show notes
Hey Everyone,In the 43rd episode I speak with Tim Berglund on Realtime Analytics with Apache Pinot.Chapters: 00:00 Introduction 01:22 What do we mean by analytics and realtime analytics?05:35 Can we define realtime in millis, seconds or minutes?08:54 What is the fundamental difference between traditional analytics systems and Apache Pinot?12:19 Was Kafka one of the reasons Apache Pinot could reach its full potential?16:50 E-commerce Application example - How do I get my data in?20:07 How is data stored (structured) on the disk?23:31 Are joins available in Apache Pinot?26:07 Joins vs pre-computing at ingestion27:15 How is historical data ingested into Apache Pinot?28:14 Types of indexes available in Apache Pinot35:42 Do indexes cause write amplification? Is that a problem in Apache Pinot?40:02 Point lookups in Apache Pinot42:54 Anamoly Detection45:51 Coming up in Apache PinotLinks:StarTree https://startree.ai/Apache Pinot: https://pinot.apache.org/Joins in Pinot: https://startree.ai/blog/apache-pinot...Apache Pinot Indexes: https://docs.pinot.apache.org/basics/...Other playlists:Distributed systems: • Distributed Syste... Modern Databases: • Modern Databases Serverless Architecture: • Serverless Archit... Software Engineering: • Software Engineering I hope you like the episode. Like, share and subscribe to the channel. Cheers,The GeekNarrator