© Dremio 2021 dremio.com Get Star t ed WHITEPAPER 5 Best Practices to Completely Eliminate Costly Data Copies with a SQL Lakehouse Platform © Dremio 2021 Introduction: Data Copies Are a Pervasive Problem! The inherent design of data warehouses and data warehousing processes leads to the creation of multiple, redundant data copies throughout the organization’s architecture, exponentially increasing infrastructure setup and maintenance costs as well as time to value. Most companies are unaware of the excessive amount of wasted budget and resources due to the creation of multiple data copies in their data architectures. According to a recent 2021 Wakefield study, 94% of data leaders have voiced serious concerns about their investments in data warehouses and only 22% have seen a full

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