Lab directory
Myung-Gyun Han
Myung-Gyun Han
Kyungpook National University · Computer Science and Engineering
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Professor
Prof. 한명균
Professor's page · publicationsAbout
컴퓨터 시스템 및 AI 연구실(CoSAIL)의 한명균 교수는 효율적인 온디바이스 AI를 위한 시스템 소프트웨어 기술을 연구한다. AI 기반 컴퓨팅 시스템 최적화와 CXL 메모리 등 차세대 하드웨어를 위한 시스템 소프트웨어 기술을 다룬다.
Research keywords
Computer systems and AI (on-device LLM inferenceRAGoperating systemscomputer architecture)
Selected publications
- MemSpec: Memory-Aware Runtime for Adaptive Draft Scheduling in Speculative Decoding on Edge DevicesACM SIGPLAN/SIGBED International Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES) · 2026
- COSMOS: Coordinated Management of Cores, Memory, and Compressed Memory Swap for QoS-Aware and Efficient Workload Consolidation for Memory-Intensive ApplicationsIEEE Access · 2023
- MARF: A Memory-Aware CLFLUSH-Based Intra- and Inter-CPU Side-Channel AttackEuropean Symposium on Research in Computer Security (ESORICS) · 2023
- SDRP: Safe, Efficient, and SLO-Aware Workload Consolidation through Secure and Dynamic Resource PartitioningIEEE Transactions on Services Computing (TSC) · 2022
- DPrime+DAbort: A High-Precision and Timer-Free Directory-Based Side-Channel Attack in Non-Inclusive Cache Hierarchies using Intel TSXIEEE International Symposium on High-Performance Computer Architecture (HPCA) · 2022
- HERTI: a Reinforcement Learning-Augmented System for Efficient Real-Time Inference on Heterogeneous Embedded SystemsInternational Conference on Parallel Architectures and Compilation Techniques (PACT) · 2021
Other labs in this department
- Nathaniel Kang
강네이트
Federated learning & privacy, imbalanced data, AI alignment (LLM)
- Limei Peng
펑리메이
Cloud/fog/edge computing, optical networks, 5G communications, IoT
- Seok-Joo Koh
고석주
IoT networking and Internet standardization (QUIC/CoAP/AMQP transport, mobility management, 6LoWPAN)
- Young-Woo Kwon
권영우
Edge/serverless computing, distributed systems, and deep learning for disaster detection
- Ku-Jin Kim
김구진
3차원 기하 모델링(geometric modeling), 분자 모델링(molecular modeling), GPU 병렬 프로그래밍
- Dong-Kyun Kim
김동균
AI-based intelligent networks, wireless & mobile internet (MONET Lab)