» Projecting 2020 HPC Trends
By Tan Chee Chiang, Research Computing, NUS Information Technology, on 20 January 2020
Based on current market trends and technology roadmaps from market leaders, we can expect greater convergence of HPC and AI technologies, more processor (CPU) and accelerator options, further adoption of HPC Cloud and higher demand for storage capacity in 2020.
» Acceleration of Data Pre-processing
By Kuang Hao, HPC Specialist (Research Computing), NUS Information Technology, on 20 January 2020
As the first step in machine learning’s pipeline, the importance of data pre-processing (DP) should never be neglected. For researchers and data science learners, thanks to our open source community and all the machine learning enthusiasts, there are all the clean and generalized datasets online for research and studying. DP plays such an important role, because real-life data is almost never well-organized.