Coolest Data Integration and Management Software Companies in Big Data 100 2021

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Management prerogative

To productively use the ever-increasing volumes of data that businesses and organizations face today, they need the right tools to identify and unify siled data, manage and control data pipelines, prepare and transform data for analytics and machine learning tasks; and govern and secure data from abuse.

As part of Big Data 100 2021, CRN has compiled a list of data management and integration software vendors that solution providers should know about. They include established vendors like Informatica, Confluent, and Sumo Logic, as well as young startups like Aparavi and Okera.

This week, CRN presents the Big Data 100 list in slide shows, organized by technology category, with vendors of business analysis software, database systems, data management and integration software, data science and machine learning tools and big data systems and platforms.

(Some vendors market big data products that span multiple technology categories. They appear in the slide show for the technology segment in which they are most important.)


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