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How Do You Query a Stream? | Ep. 15 | Real-Time Analytics Podcast

podcast

tim berglund

real time

data analytics

apache pinot

startree

star tree

tools

Clickhouse

Apache Druid

Imply.io

Rockset

Firebolt.io

use cases

iot

architecture

platform

database

ai

cloud

solutions

user facing

customer facing

OLAP

datastore

system

query

software

kafka streams

confluent

streaming audio

applications

kafka

streams

Автор: StarTree

Загружено: 2023-07-17

Просмотров: 473

Описание: Follow: https://stree.ai/podcast | Sub: https://stree.ai/sub | New episodes every Monday! In this episode of the Real-Time Analytics podcast, host Tim Berglund discusses the complexities of querying data streams. Tim examines two types of queries - transactional and analytical - and details four methods to handle such inquiries: dumping the data into a data lake, a relational database, using a stream processor, or a real-time analytics database. Each approach has its merits and drawbacks, relating to infrastructure, latency, and the type of analysis required.

Robert Zych's tweet:   / 1540553490648289280  
Gunnar Morling's episode:    • Mr. Debezium on Pinot, Flink, CDC & Decoda...  

ABOUT THE PODCAST
From StarTree, founded by the creators of Apache Pinot™, ""Real-Time Analytics with Tim Berglund"" is a podcast dedicated to bringing analytics from the dashboard to the user interface. Accessible but technically rich, the show focuses on the infrastructure, tools, and techniques being developed by the people building systems that are serving analytics to our users in real-time. New episodes every Monday. Follow on Spotify, Apple, Google, etc at https://stree.ai/podcast

LEARN MORE
► Learn about Apache Pinot: https://dev.startree.ai

CONNECT
Subscribe on YouTube: https://youtube.com/c/startreedata?su...
Community Slack: https://stree.ai/slack
Twitter:   / startreedata  
Linkedin:   / startreedata  
GitHub: https://github.com/startreedata
Site: https://startree.ai

ABOUT STARTREE
When you hear “decision maker,” it's natural to think, “C-suite,” or “executive.” But these days, we’re all decision-makers. So, yes, the CEO is a crucial decider, but the franchise owner, the student, or the big box shopper all have important choices to make, too. The difference is, those traditional decision-makers have access to relevant data to guide their thinking. All the others? Flying blind.

Our vision is to change that. We believe every decision-maker should have access to fast, fresh, actionable insights. We’re motivated to unlock what’s possible when you put the right information in the right hands at the right time. Like the restaurant owner who’s able to call in an extra cook because she can see the surge in orders coming. Or the holiday shopper who has plenty of time to pick a different gift for his loved one because he sees his original order is delayed at the moment the supplier registers a procurement delay. Or the use-case we can’t even envision yet, because it is sitting in your data, waiting to be set free.

Exposing timely information to real decision makers in intuitive apps that not only inform, but allow you to act on the information being shared. That’s how we’re unleashing the power of user-facing analytics.

#apachepinot #realtimeanalytics #startree

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How Do You Query a Stream? | Ep. 15 | Real-Time Analytics Podcast

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