System Software;Machine Learning;ML-augmented system software;scalable parallel and distributed computing;computer systems security;시스템 소프트웨어;기계학습;시스템 보안;병렬 컴퓨팅;분산 컴퓨팅
Lab Description
Intelligent System Software Lab (ISSL) investigates innovative system software techniques that significantly improve the performance, efficiency, security, and reliability of computer systems. ISSL takes a vertically integrated research approach to maximize the synergistic effects across the entire computer system hierarchy including computer architecture, system software, runtimes, and applications. Currently, ISSL focuses on the following research projects – (1) system software for high-performance and efficient machine learning, (2) machine learning-augmented system software, (3) scalable and efficient parallel and distributed computing, and (4) computer systems security.