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Changing face of real-time analytics

Rockset

This means new data schemas, new sources and new types of queries pop up every few days. Analysts predict that by 2025 more than 30% of data will be real-time in nature, and by 2022, more than half of major new business systems will incorporate continuous intelligence that uses real-time context data to improve decisions.

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A Cost-Effective Data Warehouse Solution in CDP Public Cloud – Part1

Cloudera

A typical approach that we have seen in customers’ environments is that ETL applications pull data with a frequency of minutes and land it into HDFS storage as an extra Hive table partition file. In this way, the analytic applications are able to turn the latest data into instant business insights. Design Detail.

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The Rise of Streaming Data and the Modern Real-Time Data Stack

Rockset

Disclaimer: Rockset is a real-time analytics database and one of the pieces in the modern real-time data stack So What is Real-Time Data (And Why Can’t the Modern Data Stack Handle It)? Every layer in the modern data stack was built for a batch-based world. So BI did not democratize access to analytics.