Posts by Peter Entschev
Data Science
Dec 20, 2024
Accelerating GPU Analytics Using RAPIDS and Ray
RAPIDS is a suite of open-source GPU-accelerated data science and AI libraries that are well supported for scale-out with distributed engines like Spark and...
4 MIN READ
Data Science
Nov 21, 2024
Best Practices for Multi-GPU Data Analysis Using RAPIDS with Dask
As we move towards a more dense computing infrastructure, with more compute, more GPUs, accelerated networking, and so forth—multi-gpu training and analysis...
5 MIN READ
Data Science
Apr 20, 2023
Debugging a Mixed Python and C Language Stack
Debugging is difficult. Debugging across multiple languages is especially challenging, and debugging across devices often requires a team with varying skill...
18 MIN READ
Data Science
Jun 03, 2021
High-Performance Python Communication with UCX-Py
TL;DR UCX/UCX-Py is an accelerated networking library designed for low-latency high-bandwidth transfers for both host and GPU device memory objects. You...
9 MIN READ