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Today, more than 10,000 enterprise businesses worldwide use a complex stack composed of a combination of distributed systems like Spark, Kafka, Hadoop, NoSQL databases, and SQL access technologies.

At Unravel, we have worked with many of these businesses across all major industries. These customers are deploying modern data applications in their data centers, in private cloud deployments, in public cloud deployments, and in hybrid combinations of these.

This paper addresses the requirements that arise in driving reliable performance in these
complex environments. We provide an overview of these requirements both at the level of
individual applications as well as in holistic clusters and workloads. We also present a platform that can deliver automated solutions to address these requirements as well as taking a deeper dive into a few of these solutions.