Mar 17, 2025 3m read Patrick Hoefler Historically, Dask scheduled thousands of data-loading tasks at once, overloading the system. The new queuing mechanism prevents this, making Xarray workloads smoother and more reliable. As of Dask 2025.1.0, Dask-backed Xarray workloads are more memory-efficient.