Apache Spark vs Apache Spark: An On-Prem Comparison of Databricks and Open-Source Spark

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Booz Allen is at the forefront of cyber innovation and sometimes that means applying AI in an on-prem environment because of data sensitivity. As many of our clients want to apply data science in operations, the team at Booz Allen had to find appropriate solutions. Booz Allen’s innovative Cyber AI team will take you through an on-prem implementation of Databricks Runtime Environment compared to Open Source Spark, how we were able to get 10x performance gains on real-world cyber workloads and some of the difficulties of setting up an on-prem, air-gapped solution for data analytics.

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Databricks provides a unified data analytics platform, powered by Apache Spark™, that accelerates innovation by unifying data science, engineering and business.
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