By Vamshidhar Gangu, HPC Specialist, Research Computing, NUS IT on 21 Oct, 2019
The major crisis in research is reproducibility. How can one make sure to install the exact same software with its dependencies and ensure it produces the same output?
» HPC Options for Research
By Tan Chee Chiang, Research Computing, NUS IT on 21 Oct, 2019
With the recent partnership confirmation between NUS and AWS, researchers can now have a more extensive range of High Performance Computing (HPC) options to consider for their research computing needs. We will review some of these options.
» Central Data Masking Platform for collaborative research
By Kumar Sambhav, HPC Specialist, Research Computing on 7 Oct, 2019
Data is the fuel for each and every analytics project. Successful analytics projects depend not only on the quality of the data they process but also on the fact that the data should be coming from varied sources for a good sample space coverage.
» Next Generation AI centric HPC
By Tan Chee Chiang, Research Computing, NUS IT on 22 May, 2019
During the recent Supercomputing Asia (SCA) 2019 conference, topics related to AI and high-performance computing (HPC) technologies required for Machine/Deep Learning …
» Blurring Lines Between Hadoop and Deep Learning
By Kumar Sambhav, Research Computing, NUS IT on 20 May, 2019
Artificial Intelligence is easier to adopt than ever. Developers and enthusiasts are using the technology to solve problems like never before. …
» Effects of Number of CPU Cores on Volta Cluster Deep Learning Jobs Execution Time
By Ku Wee Kiat, Research Computing, NUS IT on 19 May, 2019
Introduction With the introduction of the new V100-32GB Volta Cluster to NUS HPC users in mid-February we have seen an …
» Handy and Free to Use GPU Systems for Machine/Deep Learning
By Wang Junhong, Research Computing, NUS IT on 18 May, 2019
From time to time, you may hear or read words like “Artificial Intelligence (AI)”, “Deep Learning (DL)” and “Machine Learning (ML)” …
» MATLAB In the Cloud
By Vamshidhar Gangu & Yeo Eng Hee, Research Computing, NUS IT on 17 May, 2019
Introduction The popularity of the commercial public clouds such as Amazon Web Services and Microsoft Azure has been increasing since the …
» Compute Resources in the Cloud
By Yeo Eng Hee, Research Computing, NUS IT on 16 May, 2019
Introduction This year marks a major milestone in the development of high performance computing in NUS IT, with the introduction of …
» High Performance Storage System for AI Applications
By Zhang Xinhuai, Research Computing, NUS IT on 15 May, 2019
Artificial Intelligence (AI) and Deep Learning (DL) are creating the toughest workloads in modern high performance computing (HPC) history. They pose …