Intelligent Systems & Networking Lab (iSN)
Intelligent Systems & Networking Lab (iSN)
Dongguk University · Computer Science and Engineering
Professor
Prof. 유연호
Professor's page · publicationsAbout
유연호 교수 연구실(iSN Lab, 지능형 시스템·네트워킹 연구실)은 동국대 컴퓨터공학과 소속으로, 시스템과 네트워크, 그리고 AI 간의 시너지를 연구한다. LLM 추론·서빙, 에이전트형 AI 파이프라인, PEFT/LoRA, MoE 효율화와 함께 프로그래머블 SDN, 엣지 컴퓨팅, 클라우드-엣지 파이프라인을 다룬다.
Research keywords
Recent papers
- Efficient training-free query routing framework for federated retrieval-augmented generationNewScientific Reports · Oct 13
- Xronos: Heterogeneity-Aware Tensor Parallelism for Collaborative LLM Fine-Tuning on Edge CPUsPreprintarXiv (Cornell University) · Sep 17
From OpenAlex · papers whose author affiliation matches this university
Selected publications
- Prediction-based GPU Sharing for Distributed TrainingFuture Generation Computer Systems · 2026
- Revisiting Traffic Splitting for Software Switch in DatacenterACM SIGMETRICS 2025 / Proc. ACM Meas. Anal. Comput. Syst. · 2025
- Intelligent Packet Processing for Performant Containers in IoTIEEE Internet of Things Journal · 2024
- Predictive Placement of Geo-distributed Blockchain Nodes for Performance GuaranteeIEEE 17th International Conference on Cloud Computing (CLOUD 2024) · 2024
- Machine Learning-Based Prediction Models for Control Traffic in SDN SystemsIEEE Transactions on Services Computing · 2023
- Control Channel Isolation in SDN Virtualization: A Machine Learning ApproachIEEE/ACM 23rd International Symposium on Cluster, Cloud and Internet Computing (CCGrid 2023) · 2023
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Tae Hee Han
Sungkyunkwan University (SKKU) · Semiconductor Systems Engineering
SNAP: Spiking neural network-based adaptive data prefetcher via online learningJournal of Systems Architecture · Oct 17Shared topic: Parallel Computing and Optimization Techniques
Statistical Inference Lab
KAIST · Graduate School of AI
Pivot-SD: Efficient Self-Distillation for Masked Diffusion Language ModelsPreprintarXiv (Cornell University) · Oct 2Shared topic: Topic Modeling
Soonhoi Ha
Seoul National University · Computer Science and Engineering
MeanField Surrogate Modeling for Scalable Runtime Scheduling of Concurrent Heterogeneous AI Inference on Shared GPUsIEEE Embedded Systems Letters · Oct 1Shared topic: Parallel Computing and Optimization Techniques
Other labs in this department
- DataLabRecruiting
Lee Gangman
Bioinformatics
- Intelligence and Optimization in Networks Lab (ION)Recruiting
Jang Hyeryung
인공지능
- 자히드울라 교수 연구실
Zahid Ullah
컴퓨터공학
- Next-generation Operating Systems Lab (NOSLab)
Kang Donghyun
시스템소프트웨어
- Storage Systems Research Lab (SSRL)
Kwon Sejin
컴퓨터 시스템
- Cryptography & Privacy Enhancing Technologies Lab (CPET)
Kim Dongwoo
암호학