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Data-Centric Computing and AI Systems Laboratory

Data-Centric Computing and AI Systems Laboratory

Sogang University · Computer Science and Engineering

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Professor

Prof. 박성용

Professor's page · publications

About

박성용 교수 연구실(데이터 중심 컴퓨팅 및 AI 시스템 연구실)은 서강대 컴퓨터공학과 소속으로, 분산시스템을 연구한다. 대용량 빅데이터 처리 및 실시간 스트리밍 분석, 빅데이터·머신러닝을 위한 고성능 플랫폼, 클라우드·엣지 컴퓨팅, 블록체인 플랫폼 및 응용 등을 연구한다.

Research keywords

분산시스템

Selected publications

  • CODA: Breaking CPU Bottlenecks for Scalable Ceph with DPU-Based OSD DecouplingIEEE International Conference on Cloud Computing (CLOUD) · 2026
  • DITTO: Online Memory Rightsizing and Value-Aware Eviction for Reducing Cold Starts in Serverless PlatformsIEEE International Conference on Cloud Computing (CLOUD) · 2026
  • DUAL-BLADE: Dual-Path NVMe-Direct KV-Cache Offloading for Edge LLM InferenceIEEE International Conference on Distributed Computing Systems (ICDCS) · 2026
  • Resystance: Unleashing Hidden Performance of Compaction in LSM-trees via eBPFIEEE International Conference on Data Engineering (ICDE) · 2026
  • QUICKTOPIA: Iteration-Level GPU Frequency Control for Energy-Latency Co-Optimization in LLM InferenceIEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGrid) · 2026
  • DoCeph: DPU-Offloaded Messaging in Ceph for Reduced Host CPU UtilizationInternational Workshop on RESource DISaggregation in High-Performance Computing (RESDIS) · 2025

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