AstroAI Workshop 2026
Konstantin Malanchev
LSDB - A Tool for Scalable Analysis
Presenter: Konstantin Malanchev (CMU / LINCC Frameworks)
Title: LSDB - A Tool for Scalable Analysis
Date/Time: Wednesday, June 17, 4:00 PM - 5:30 PM
Abstract: Our goal will be to run a cross-matching workflow and stream data into a machine learning pipeline (bring your own AI model/framework). We’ll start with LSDB basics: lazy evaluation, Dask cluster setup for parallel processing, column selection, and spatial filtering. Next, we’ll cover basic data manipulation: filtering rows and creating new columns. Finally, we’ll see how to perform cross-matching and stream the results.
Requirements: TBA