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)
- Part 1 - Kafka, Realtime Analytics and Apache Pinot with Tim Berglund ( Download)
- Part 2 - Kafka, Realtime Analytics and Apache Pinot with Tim Berglund ( Download)
- What is Apache Pinot (and User-Facing Analytics) | A StarTree Lightboard by Tim Berglund ( Download)
- Making Kafka Queryable with Apache Pinot • Tim Berglund • GOTO 2023 ( Download)
- How Apache Pinot Began ft Kishore G. (StarTree) Ep. 2 | Real-Time Analytics Podcast w/ Tim Berglund ( Download)
- Unlocking the Power of Real-Time Analytics • Tim Berglund & Adi Polak ( Download)
- What is Real-Time Analytics (A StarTree Lightboard by Tim Berglund) ( Download)
- 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)
- Introducing Apache Pinot • Tim Berglund • Devoxx Poland 2022 ( Download)
- Meetup: Intro to Real-Time Analytics with Pinot (Tim Berglund, StarTree) | San Francisco 2023 ( Download)
