발행물
컨퍼런스
The 51st IEEE/ACM International Symposium on Computer Architecture (ISCA-51)
2024
,
ElasticRec: A Microservice-based Model Serving Architecture Enabling Elastic Resource Scaling for Recommendation Models
The 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS-29)
LazyDP: Co-Designing Algorithm-Software for Scalable Training of Differentially Private Recommendation Models
GPU-based Private Information Retrieval for On-Device Machine Learning Inference
The 30th IEEE International Symposium on High-Performance Computer Architecture (HPCA-30)
Pathfinding Future PIM Architectures by Demystifying a Commercial PIM Technology
The 29th IEEE International Symposium on High-Performance Computer Architecture (HPCA-29)
2023
GROW: A Row-Stationary Sparse-Dense GEMM Accelerator for Memory-Efficient Graph Convolutional Neural Networks