Weekly training log for a System Architecture Researcher
| Date | Category | Venue | Paper Title | Review | Follow-up | Video |
|---|---|---|---|---|---|---|
| 2026.01.14 | HW Arch | ISCA '25 | Debunking the CUDA Myth Towards GPU-based AI Systems | Review | Follow-up | |
| 2026.01.22 | HW Arch | ISCA '17 | SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks | Review | Follow-up | |
| 2026.01.28 | HW Arch | ISCA '17 | In-Datacenter Performance Analysis of a Tensor Processing Unit | Review | Follow-up | |
| 2026.02.06 | HW Arch | MICRO '25 | Crane: Inter-Layer Scheduling Framework for DNN Inference and Training Co-Support on Tiled Architecture | Review | Follow-up | |
| 2026.02.26 | ML System | MLSys '25 | Comet: Fine-grained Computation-communication Overlapping for Mixture-of-Experts | Review | Follow-up |
| Date | Project | Description | Code | Slides |
|---|---|---|---|---|
| Jan. 2026 - Feb. 2026 | SCNN Cycle-level Simulator | Developed a highly configurable cycle-level hardware simulator for Cartesian product-based sparse convolution to profile architectural bottlenecks (e.g., multiplier utilization, accumulator bank conflicts) | Code | Slides |
| Feb. 2026 - Present | N/A |