Projects
Research projects, click for detail.
Approximate Nearest Neighbor Search on FPGA
Implement Hierarchical-Navigable-Small-World (HNSW) accelerator for Approximate-Nearest-Neighbor-Search.
Aggregation Group-by on FPGA
Design hash-based group-by aggregation for high cardinality with Content-Addressable-Memory (CAM) as cache.
Distributed Recommendation Inference on FPGA
Apply deep neural networks in personalized recommendation systems by optimizing memory access and computation together.