Rockset

MAY 12, 2022

However, these databases tend to sacrifice support for complex SQL queries at any scale. Instead, these database makers have offloaded complex analytics onto application code and their developers, who have neither the skills nor the time to constantly update queries as data sets evolve.

Analytics Application 52

Analytics Application Lambda Architecture Hadoop Database 52

Christophe Blefari

MARCH 24, 2023

In small browser text areas you will be able to write Python, SQL or R code and orchestrate theses transformations with drag-n-drop. I'd have love to speak about tools offering to translate human langage to SQL like sequel.ai LinkedIn team decided to migrate to a lambda architecture and got 94% uplift in performance.

Lambda Architecture 130

Lambda Architecture Data Pipeline Data SQL 130

Cloudera

NOVEMBER 2, 2020

Optimized for point lookups, analytics, mutations, etc. Data streamed in is queryable in conjunction with historical data, avoiding need for Lambda Architecture. Figure 1 below shows a standard architecture for a Real-Time Data Warehouse. Analytics storage and query engine for pre-aggregated event data.

Data Warehouse 102

Data Warehouse Kafka Lambda Architecture BI 102