Posts by Christian Hundt
Data Science
Mar 06, 2023
Maximizing Performance with Massively Parallel Hash Maps on GPUs
Decades of computer science history have been devoted to devising solutions for efficient storage and retrieval of information. Hash maps (or hash tables) are a...
19 MIN READ
Data Science
Sep 01, 2021
Machine Learning Frameworks Interoperability, Part 3: Zero-Copy in Action using an E2E Pipeline
Introduction Efficient pipeline design is crucial for data scientists. When composing complex end-to-end workflows, you may choose from a wide variety of...
7 MIN READ
Data Science
Aug 17, 2021
Machine Learning Frameworks Interoperability, Part 2: Data Loading and Data Transfer Bottlenecks
Efficient pipeline design is crucial for data scientists. When composing complex end-to-end workflows, you may choose from a wide variety of building blocks,...
6 MIN READ
Data Science
Aug 09, 2021
Machine Learning Frameworks Interoperability, Part 1: Memory Layouts and Memory Pools
Introduction Efficient pipeline design is crucial for data scientists. When composing complex end-to-end workflows, you may choose from a wide variety of...
10 MIN READ
Data Science
Apr 29, 2021
Aligning Time Series at the Speed of Light
To say it with the words of Eamonn Keogh: “Time series is a ubiquitous and increasingly prevalent type of data […]”. Virtually any incrementally measured...
10 MIN READ
Data Science
Sep 01, 2020
Streaming Interactive Deep Learning Applications at Peak Performance
Imagine that you have just finished implementing an awesome, interactive, deep learning pipeline on your NVIDIA-accelerated data science workstation using...
12 MIN READ