Top-level business analysis tools may be the software products that data “consumers” most often see. But underlying those applications are the database software and data integration, preparation and management tools that are the real guts of every big data system. So it’s no surprise the developers of such products make up nearly half of this year’s CRN Big Data 100 list.

As part of the 2019 Big Data 100, we’ve put together a list of companies that provide database systems and tools for managing, integrating and transforming software for many big data initiatives. This week CRN is posting the Big Data 100 list in a series of slide show for vendors of software for business analytics, data management and integration, data science and machine learning, and big data systems and platforms.

Source: crn.com
Author: Rick Whiting