Expert Talk: Unlocking the Power of Real-Time Analytics • Tim Berglund & Adi Polak • GOTO 2023
This interview was recorded for GOTO Unscripted. #GOTOcon #GOTOunscripted #GOTO
http://gotopia.tech
Read the full transcription of this interview here:
https://gotopia.tech/articles/231/exp...
Tim Berglund - VP DevRel at StarTree & Author of "Gradle Beyond the Basics" @tlberglund @startreefilms
Adi Polak - VP of Developer Experience at Treeverse & Contributing to lakeFS OSS @polakadi
RESOURCES
Tim
http://timberglund.com
/ tlberglund
/ tlberglund
Adi
/ adipolak
/ polak.code
/ polak-adi
Tools & companies
https://pinot.apache.org
/ startreedata
/ startreedata
https://dev.startree.ai
https://stree.ai/slack
YT videos
• Data Mesh: Data-Driven Value at Scale... • Data Mesh • Zhamak Dehghani
• Beyond Microservices: Streams, State ... • Beyond Microservices • Gwen Shapira
DESCRIPTION
Adi Polak and Tim Berglund explore the concept of analytics and what it truly means in the software development world. They delve into the benefits of real-time analytics for product development, highlighting the fine line between compute and storage and the technical requirements for achieving effective real-time analytics. They also discuss the applications of real-time analytics through the lens of Apache Pinot and StarTree Cloud, exploring use cases such as the popular "Who's Watched My Profile on LinkedIn" feature powered by Apache Pinot.
TIMECODES
00:00 Intro
00:50 What are analytics?
01:50 What are real-time analytics?
09:53 The value of real-time analytics
15:52 The fine line between compute & storage
21:08 Apache Pinot & StarTree Cloud: Target audience
27:47 Who Viewed Your LinkedIn Profile featured by Apache Pinot
34:08 Technical requirements for real-time analytics
42:17 Outro
RECOMMENDED BOOKS
Adi Polak • Scaling Machine Learning with Spark • https://amzn.to/3N9vx1H
Tim Berglund • Gradle Beyond the Basics • https://amzn.to/3fSjfMD
Tim Berglund & Matthew McCullough • Building and Testing with Gradle • https://amzn.to/3VaBY6g
Mark Needham • Building Real-Time Analytics Systems • https://amzn.to/41AOZJd
Gwen Shapira, Todd Palino, Rajini Sivaram & Krit Petty • Kafka: The Definitive Guide • https://amzn.to/41AVlrO
/ gotocon
/ goto-
/ gotoconferences
#ApachePinot #Analytics #RealTime #RealTimeAnalytics #TimBerglund #AdiPolak #StarTree #Treeverse #LinkedIn #StarTreeCloud #Cloud #ApachePinotTutorial #ApachePinotTraining #OLAP #OLTP #LowLatency #ApacheZooKeeper #ApacheHelix #Hadoop #ApacheSpark
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