Note #2: Random Exploration on SGLang Kernel
This study detailed the SGLang rabbit hole I went down.
Projects
Note #1: How Computers Use Power
A brief history of Computers The precursor of modern computers - the Analytical Engine - was proposed by Charles Babbage in the 1800s. Although it was never fully built, this is the first mechanical general-purpose computer, powered by steam, that featured a CPU-like processor, memory, and programmable input devices such as punched cards. This design laid the groundwork for concepts in general-purpose computing, including the separation of processing and storage. Around the same time, Ada Lovelace is the first to recognize that the Analytical Engine has applications beyond pure calculation, and is often recognized as the first computer programmer....
A survey on Inference Serving for Large Language Models
This blog includes my review on Inference Serving for Large Language Models as part of the requirements in the R244 Large-scale data processing and optimisation course.
A review of TensorFlow by M Abadi et al.
This blog includes my review for TensorFlow as part of the requirements in the R244 Large-scale data processing and optimisation course.
Optimizing Scientific Applications on HPC Systems
This blog offers an engineer’s perspective on optimizing the performance of scientific applications on HPC heterogeneous systems, drawing from international HPC competition experience and an internship in NSCC.
NTU Multidisciplinary Project (MDP)
MDP is a group-based design and development robot car project. This blog aims to provide a starting guide for incoming students who will be taking this course. The information is based on MDP AY24/25 Sem 2.
