https://dasya.itu.dk/tags/heterogeneous-hardware/ Recent content in heterogeneous hardware on DASYA Hugo -- gohugo.io en-us © DASYA, IT University of Copenhagen Mon, 01 Aug 2022 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/archive/datapreprocessingpipelines/ Mon, 01 Aug 2022 00:00:00 +0000 https://dasya.itu.dk/for-students/proposals/archive/datapreprocessingpipelines/ It is common to process data to clean it, filter it, restructure it, get metadata out of it, etc. before feeding the data into a data analysis or machine learning pipeline. There are many tools and libraries out there to aide with this process with different strengths and functionality (DALI, RAPIDS, HoloClean, DAPHNE, DuckDB, etc.). In this project, we would like to analyze pros/cons of some of these tools on a variety of hardware platforms and use cases. https://dasya.itu.dk/for-students/projects/archive/dpi/ Sat, 01 Feb 2020 00:00:00 +0000 https://dasya.itu.dk/for-students/projects/archive/dpi/ Intel’s oneAPI vs CPP