Tim Berglund On Realtime Analytics With Apache Pinot

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 ingestion
27:15 How is historical data ingested into Apache Pinot?
28:14 Types of indexes available in Apache Pinot
35:42 Do indexes cause write amplification? Is that a problem in Apache Pinot?
40:02 Point lookups in Apache Pinot
42:54 Anamoly Detection
45:51 Coming up in Apache Pinot

Links:
StarTree startree.ai/
Apache Pinot: pinot.apache.org/
Joins in Pinot: startree.ai/blog/apache-pinot-native-join-support
Apache Pinot Indexes: docs.pinot.apache.org/basics/indexing

Other playlists:
Distributed systems: youtube.com/playlist?list=PLL7QpTxsA4sfLDUnjBJXJGFhhz94jDd_d

Modern Databases: youtube.com/playlist?list=PLL7QpTxsA4scSeZAsCUXijtnfW5ARlrsN

Serverless Architecture: youtube.com/playlist?list=PLL7QpTxsA4sfpX9hT_tJEFb69o0GWlEZS

Software Engineering: youtube.com/playlist?list=PLL7QpTxsA4sf6By03bot5BhKoMgxDUU17

I hope you like the episode. Like, share and subscribe to the channel.

Cheers,
The GeekNarrator

  • Tim Berglund on Realtime Analytics with Apache Pinot ( Download)
  • Introduction to Real-Time Analytics with Apache Pinot • Tim Berglund • GOTO 2023 ( Download)
  • Intro to Real-Time Analytics with Apache Pinot //Tim Berglund VP of DevRel @ StarTree ( Download)
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  • Building a Real-Time Analytics Database • Tim Berglund • GOTO 2023 ( Download)
  • Expert Talk: Unlocking the Power of Real-Time Analytics • Tim Berglund & Adi Polak • GOTO 2023 ( Download)
  • Devnexus 2022 - An Introduction to Apache Pinot - Tim Berglund ( Download)
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  • Meetup: Intro to Real-Time Analytics with Pinot (Tim Berglund, StarTree) | San Francisco 2023 ( Download)