IEEE Transactions on Computers

MDC+: A Cooperative Approach to Memory-Efficient Fork-based Checkpointing for In-Memory Database Systems

Cheolgi Min, Jiwoong Park*, Heon Young Yeom, Hyungsoo Jung

SAL-PIM: A Subarray-level Processing-in-Memory Architecture with LUT-based Linear Interpolation for Transformer-based Text Generation

Wontak Han, Hyunjun Cho, Donghyuk Kim, Joo-Young Kim

SCRec: A Scalable Computational Storage System with Statistical Sharding and Tensor-train Decomposition for Recommendation Models

Jinho Yang, Ji-Hoon Kim, Joo-Young Kim

Accelerating Large-Scale Graph-Based Nearest Neighbor Search on a Computational Storage Platform

Ji-Hoon Kim, Yeo-Reum Park, Jaeyoung Do, Soo-Young Ji, Joo-Young Kim

Enabling Fine-Grained Spatial Multitasking on Systolic-Array NPUs Using Dataflow Mirroring

Jinwoo Choi, Yeonan Ha, Jounghoo Lee, Sangsu Lee, Jinho Lee, Hanhwi Jang, Youngsok Kim

Enabling Fine-Grained Spatial Multitasking on Systolic-Array NPUs Using Dataflow Mirroring

Jinwoo Choi, Yeonan Ha, Jounghoo Lee, Sangsu Lee, Jinho Lee, Hanhwi Jang, Youngsok Kim

GraNDe: Efficient Near-Data Processing Architecture for Graph Neural Networks

S. Yun, H. Nam, J. Park, B. Kim, J. Ahn, and E. Lee