ChatGPT: AI Surpasses Turing Test
Rikky Purbojati, Research Computing, NUS Information Technology, on 17 April 2023
Access to latest scientific software
Miguel Dias Costa, Research Computing, NUS Information Technology, on 17 April 2023
Quantum-proof your Research
Rikky Purbojati, Research Computing, NUS Information Technology, on 24 May 2022
Training Detectron2
Ku Wee Kiat, Research Computing, NUS Information Technology, on 11 May 2022
Performance Statistics of AI Training Jobs of the Top Users
Wang Junhong, Research Computing, NUS Information Technology, on 6 June 2022
Anomaly Detection – A Machine Learning Use Case – Part 2
Kuang Hao, Research Computing, NUS Information Technology, on 17 May 2022
Anomaly detection is widely used in behavioural analysis to determine the types of anomalies occurring in a given data set. In domains such as fraud detection, intrusion detection, fault detection and system health monitoring, anomaly detection helps to avoid system damages and potential financial breaches.
Following up on our last article posted in 2020, we will introduce an additional complex machine learning algorithm in anomaly detection and demonstrate how we can do that on our HPC cluster in this article.
Welcoming 2022 – With more GPUs, free AWS credits, cheap data storage, Omniverse, Quantum, and more …
Rikky Purbojati, Research Computing, NUS Information Technology, on 13 February 2022
The New Year comes with (continuing) challenges and opportunities. The global shortage of chips and the emergence of the Omicron variant still poses a considerable risk in terms of delays and missed targets. However, new technologies and the maturing of emergent technologies continue to provide more opportunities for researchers to do exciting things and potentially advance their research work.
Creating Your Own Private HPC In The Cloud
Yeo Eng Hee, Research Computing, NUS Information Technology, on 13 February 2022
Have you ever wished to easily set up your own private HPC server in the cloud to run your computations without getting professional help? And after you are done with your computations, destroy everything so that you do not have to pay for idle cloud resources?
Pre-trained Language Models on NUS HPC
Kuang Hao, Research Computing, NUS Information Technology, on 13 February 2022
The research into Deep Learning is growing at a rapid rate over the years. With more and more researchers stepping into the realm of AI, the need to use popular pre-trained models and packages increases as well.
This article introduces the newly installed language models on NUS HPC and demonstrates how to make use of them.