Month: May 2021

Rikky Purbojati, Research Computing, NUS Information Technology, on 28 May 2021

In support of the AI/ML adoption into HPC folds, there needs to be a strategy with agility in mind when deciding any future scientific computing development. AI adoption in our digital economy has been increasing rapidly over the past few years. Starting from the re-emergence of Deep Learning application in the ImageNet challenge, the resulting key technologies and techniques have been embedded in and influenced many aspects of research.

Kumar Sambhav, Research Computing, NUS Information Technology, on 28 May 2021

Data science is an extensive field which touches base with so many use cases that makes it difficult to describe its capabilities just by using the term itself. Data science provides important tools to allow us to gain insights into, sometimes humanly unfathomable datasets.

Machine learning allows data scientists to make predictions based on past knowledge. This attribute of machine learning comes in handy when doing analyses for cybersecurity as most of the cybersecurity use cases are based on the need of learning from past patterns or behaviors.

Wang Junhong, Research Computing, NUS Information Technology, on 28 May 2021

The automated job submission tool for Fluent simulations has been improved smarter to not only optimise the utilisation of the software license resources and hardware CPU core resources, but also provide recommendations on the right job queue to use by using AI analysis to evaluate the likely waiting time. The tool has also been improved in the aspect of user-friendliness and additional functions, which are useful to all Fluent users.

Yeo Eng Hee, Research Computing, NUS Information Technology, on 28 May 2021

NUS IT has recently subscribed to Overleaf Commons, a subscription service by Overleaf, an 8-year-old start-up and social enterprise that provides modern collaborative authoring tools to help make science and research open and more transparent.

Ku Wee Kiat, Research Computing, NUS Information Technology, on 28 May 2021

Augmented Reality Tags or AR Tags in short are commonly used for augmented reality applications. Our focus today is not on the augmented reality applications of AR tags, instead we will be focusing on AR tags usage in computer vision tasks.

Kuang Hao, Research Computing, NUS Information Technology, on 28 May 2021

A recurring subject in text analytics is to understand a large corpus of texts through topics. During the analysis of social media posts, online reviews, search trends, open-ended survey responses, understanding the key topics will always come in handy.