Scholarworks@UNIST

UNIST Library

Jeon, Myeongjae

전명재

Research Interests: Systems AI;Big data analytics;Systems for new HW;빅데이터 시스템;인공지능 시스템;분산시스템;GPU 관리 시스템;인공지능 하드웨어 설계;온디바이스 인공지능 시스템 설계;실시간 빅데이터 처리 시스템 설계;라지스케일 모니터링 엔진 설계

Lab Description: Our research interests span distributed systems, data analytics engines, computer architecture, and applied machine learning. Our research goal is to advance the state of the art in emerging large-scale computing platforms by making them more efficient, responsive, intelligent and programmable. Our current research topics at UNIST are on the following areas:1. Systems + AI: We build systems support for improving machine learning frameworks and prediction-serving systems, as well as leverage machine learning in producing intelligent system software.2. Big data analytics: We build data processing pipelines for real-time big data analytics at cloud/IoT scale that enable system operators to promptly troubleshoot system anomalies, improving performance and reliability of their services.3. Systems for new HW: We produce substantially better system software in the face of the recent explosion of hardware features and heterogeneity, such as accelerators and processor/memory tailored to improve efficiency, density, performance predictability.

Researcher ID Research Gate ORCiD Scopus Google Scholar