Posts by Ben Zaitlen
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
Dec 05, 2024
Unified Virtual Memory Supercharges pandas with RAPIDS cuDF
cuDF-pandas, introduced in a previous post, is a GPU-accelerated library that accelerates pandas to deliver significant performance improvements—up to 50x...
5 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
Nov 14, 2024
Faster Causal Inference on Large Datasets with NVIDIA RAPIDS
As consumer applications generate more data than ever before, enterprises are turning to causal inference methods for observational data to help shed light on...
4 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
Mar 10, 2021
NVIDIA Tools Extension API: An Annotation Tool for Profiling Code in Python and C/C++
As PyData leverages much of the static language world for speed including CUDA, we need tools which not only profile and measure across languages but also...
9 MIN READ