Beyond bottlenecks – Building efficient data systems
Details
Join us for another mavens meetup, which will explore building high-performance, scalable data systems in depth. This event focuses on real-world challenges in data engineering and offers practical solutions to optimize performance, manage vast data scales, and navigate the complexities of modern big data architectures.
Whether dealing with day-to-day bottlenecks or designing solutions for petabyte-scale processing, you'll walk away with valuable strategies and actionable insights to build more efficient and resilient data systems.
Agenda:
6:00 PM – Grab a Bite & Sip
Fuel up before we dive into data
6:45 PM – Kickoff
A quick hello before the deep dive
7:00 PM – Session 1: Data Performance Unleashed
Real-world challenges, real solutions. Discover how mavens tackle data integration challenges and optimize performance. Learn practical strategies, including:
- Refining data models for efficiency
- Fine-tuning caching layers to reduce latency
- Using continuous aggregations for real-time insights
We’ll share benchmarks, trade-offs, and solutions to help you overcome similar hurdles in your data engineering journey.
By Tal Nativ, Ron Berkovitz – mavens
7:45 PM – Session 2: Architecting at Petabyte Scale
Big data, bigger insights. How do you store and process petabytes of data effectively? This session covers:
- Comparing technologies like Redshift, Databricks, BigQuery, and SQream
- Choosing the right stack for performance and cost-efficiency
- Balancing speed, scalability, and maintainability
Gain insights from real-world scenarios and performance tips to help you build scalable architectures.
By Omid Vahdaty – Jutomate