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Mostafa Mokhtar

Speaker

Mostafa Mokhtar

2

talks

Principal Software Engineer Databricks

Principal Performance Engineer and technical lead for Databricks.

Bio from: Databricks DATA + AI Summit 2023

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Performance Best Practices for Fast Queries, High Concurrency, and Scaling on Databricks SQL

Data warehousing in enterprise and mission-critical environments needs special consideration for price/performance. This session will explain how Databricks SQL addresses the most challenging requirements for high-concurrency, low-latency performance at scale. We will also cover the latest advancements in resource-based scheduling, autoscaling and caching enhancements that allow for seamless performance and workload management.

Databricks SQL Serverless Under the Hood: How We Use ML to Get the Best Price/Performance

Join this session to learn how Databricks SQL Serverless warehouses use ML to make large improvements in price-performance for both ETL and BI workloads. We will demonstrate how they can cater to an organization’s peak concurrency needs for BI and showcase the latest advancements in resource-based scheduling, autoscaling, and caching enhancements that allow for seamless performance and workload management. We will deep dive into new features such as Predictive I/O and Intelligent Workload Management, and show new price/performance benchmarks.

Talk by: Gaurav Saraf, Mostafa Mokhtar, and Jeremy Lewallen

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