AWS Big Data

JUNE 21, 2023

A key pillar of AWS’s modern data strategy is the use of purpose-built data stores for specific use cases to achieve performance, cost, and scale. Deriving business insights by identifying year-on-year sales growth is an example of an online analytical processing (OLAP) query.

Data Warehouse 104

Data Warehouse Data Lake OLAP Cost-Benefit 104

AWS Big Data

AUGUST 1, 2024

The data warehouse is highly business critical with minimal allowable downtime. We can determine the following are needed: An open data format ingestion architecture processing the source dataset and refining the data in the S3 data lake. The following figure shows a daily usage KPI. Vijay Bagur is a Sr.

Data Warehouse 113

Data Warehouse KPI Optimization Cost-Benefit 113

IBM Big Data Hub

SEPTEMBER 25, 2023

Uber understood that digital superiority required the capture of all their transactional data, not just a sampling. They stood up a file-based data lake alongside their analytical database. For traditional analytics, they are bringing data discipline to their use of Presto. It lands as raw data in HDFS.

OLAP 86

OLAP Data Lake Data-driven Snapshot 86