SCALE

Publications

    [IISWC]
  • "Accelerating Transformer Networks through Recomposing Softmax Layers," J. Choi, H. Li, B. Kim, S. Hwang, and J. Ahn, IEEE International Symposium on Workload Characterization, 2022
    • [IISWC]
  • "A Slice and Dice Approach to Accelerate Compound Sparse Attention on GPU," H. Li, J. Choi, and J. Ahn, IEEE International Symposium on Workload Characterization, 2022
    • [TC]
  • "Future Scaling of Memory Hierarchy for Tensor Cores and Eliminating Redundant Shared Memory Traffic Using Inter-Warp Multicasting," S. Lee, S. Hwang, M. J. Kim, J. Choi, and J. Ahn, IEEE Transactions on Computers, Vol. 71, No. 12,, 2022
    • [MICRO]
  • "ARK: Fully Homomorphic Encryption Accelerator with Runtime Data Generation and Inter-Operation Key Reuse," J. Kim*, G. Lee*, S. Kim, G. Sohn, M. Rhu, J. Kim, and J. Ahn, in Proceeding of the 55th annual IEEE/ACM International Symposium on Microarchitecture, 2022
    • [CAL]
  • "GraNDe: Near-Data Processing Architecture with Adaptive Matrix Mapping for Graph Convolutional Networks," S. Yun, B. Kim, J. Park, H. Nam, J. Ahn, and E. Lee, IEEE Computer Architecture Letters, Vol. 21, No. 2, 2022
    • [ISCA]
  • "BTS: An Accelerator for Bootstrappable Fully Homomorphic Encryption," S. Kim, J. Kim, M. J. Kim, W. Jung, J. Kim, M. Rhu, and J. Ahn, in Proceedings of the 49th International Symposium on Computer Architecture, 2022
    • [TECS]
  • "MaPHeA: A Framework for Lightweight Memory Hierarchy-Aware Profile-Guided Heap Allocation," D. Oh, Y. Moon, D. K. Ham, T. J. Ham, Y. Park, J. W. Lee, J. Ahn, and E. Lee, ACM Transactions on Embedded Computing Systems, 2022
    • [TODAES]
  • "MVP: An Efficient CNN Accelerator with Matrix, Vector, and Processing-Near-Memory Units," S. Lee, J. Choi, W. Jung, B. Kim, J. Park, H. Kim, and J. Ahn, ACM Transactions on Design Automation of Electronic Systems, 2022
    • [HPCA]
  • "Mithril: Cooperative Row Hammer Protection on Commodity DRAM Leveraging Managed Refresh," M. J. Kim, J. Park, Y. Park, W. Doh, N. Kim, T. J. Ham, J. W. Lee, and J. Ahn, in Proceeding of 28th IEEE International Symposium on High Performance Computer Architecture, 2022