WHITE PAPER PROCESSING MODERN DATA PIPELINES Achieve Performance, Scalability, and Efficiency for Data Engineering and Data Science WorkloadsWHITE PAPER 2 INTRODUCTION Data is central to how we run our businesses, establish our institutions, and manage our personal and professional lives. Nearly every interaction generates data—whether from software applications, social media connections, mobile communications, or many types of digital services. Multiply those interactions by a growing number of connected people, devices, and interaction points, and the scale is overwhelming—and growing rapidly every day. While all this data holds tremendous potential, it is often difficult to mobilize for specific purposes. Until recently, businesses had to be selective about which data the

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