collaborators

5 papers

cs.DC2025

MPI-over-CXL: Enhancing Communication Efficiency in Distributed HPC Systems

Miryeong Kwon, Donghyun Gouk, Hyein Woo +10

MPI implementations commonly rely on explicit memory-copy operations, incurring overhead from redundant data movement and buffer management. This overhead notably impacts HPC workl…

cs.DC2025

ScalePool: Hybrid XLink-CXL Fabric for Composable Resource Disaggregation in Unified Scale-up Domains

Hyein Woo, Miryeong Kwon, Jiseon Kim +4

This paper proposes ScalePool, a novel cluster architecture designed to interconnect numerous accelerators using unified hardware interconnects rather than traditional long-distanc…

cs.AR2025

CXL-GPU: Pushing GPU Memory Boundaries with the Integration of CXL Technologies

Donghyun Gouk, Seungkwan Kang, Seungjun Lee +8

This work introduces a GPU storage expansion solution utilizing CXL, featuring a novel GPU system design with multiple CXL root ports for integrating diverse storage media (DRAMs a…

cs.AR2025

Containerized In-Storage Processing and Computing-Enabled SSD Disaggregation

Miryeong Kwon, Donghyun Gouk, Eunjee Na +9

ISP minimizes data transfer for analytics but faces challenges in adaptation and disaggregation. We propose DockerSSD, an ISP model leveraging OS-level virtualization and lightweig…

cs.AR2025

CXL Topology-Aware and Expander-Driven Prefetching: Unlocking SSD Performance

Dongsuk Oh, Miryeong Kwon, Jiseon Kim +8

Integrating compute express link (CXL) with SSDs allows scalable access to large memory but has slower speeds than DRAMs. We present ExPAND, an expander-driven CXL prefetcher that…