​Real-time databases are integrating with data lakes to reduce storage costs and share data with AI and data science. Please join us to hear from a range of experts as they share current problems and solutions while navigating the transition from closed storage models to open table formats like Apache Iceberg. There will be plenty of time to network: discuss problems and brainstorm solutions with your peers.
Join us in New York City for an evening with experts from ClickHouse, StarRocks, Snowflake, and AWS. Learn how to build high-performance real-time data lake systems. Networking to follow presentations. Food and drink provided!

Joshua Lee and Adriana Villela are presenting the talk Uncovered: The Hard Truth About OpenTelemetry's Vendor Neutrality at the Cloud Native Days Austria 2025 Conference. The 2025 conference will be held November 7-8.
We still hear people saying, "OpenTelemetry is vendor-neutral, so you can switch vendors any time you want to." This is like saying that because the vCard format exists, it's easy to switch from iOS to Android. Sure, your core data will ultimately be portable, but you'll be missing a *lot* of other things.
Does that make vendor neutrality moot? Not at all! Vendor-neutral instrumentation means that all of our code artifacts aren’t impacted by tool changes. Switching vendors won’t be like waving a magic wand, but it will be much easier thanks to OpenTelemetry (OTel). We’ll cover some of the challenges and pitfalls, and offer best practices to make this process as pain-free as possible.

The Open Source Analytics Community is proud to host this meetup in London. Real-time databases are integrating with data lakes to reduce storage costs and share data with AI and data science. Please join us to hear from a range of experts as they share current problems and solutions while navigating the transition from closed storage models to open table formats like Apache Iceberg.