FPGA-based Hardware Acceleration for Index Serving

Index serving is always pursuing to serve larger index, which may result in much more traffic on tens of thousands of servers. Besides, the ranking part consumes most of CPU time, and is evolving to deploy more complex models on more features. Our goal is to improve the performance/cost ratio of index serving with the customized hardware.

People
Feng-Hsiung Hsu
Feng-Hsiung Hsu

Jing Yan
Jing Yan

Publications