22 citations · 22 across the 3 of their papers we have counts for
3 papers
cs.IR2021
Low-Precision Quantization for Efficient Nearest Neighbor Search
Anthony Ko, Iman Keivanloo, Vihan Lakshman +1
Fast k-Nearest Neighbor search over real-valued vector spaces (KNN) is an important algorithmic task for information retrieval and recommendation systems. We present a method for u…
cs.DC2021★ 22 cited
Compiler-Driven FPGA Virtualization with SYNERGY
Joshua Landgraf, Tiffany Yang, Will Lin +2
FPGAs are increasingly common in modern applications, and cloud providers now support on-demand FPGA acceleration in data centers. Applications in data centers run on virtual infra…
cs.PF2012
Stochastic Superoptimization
Eric Schkufza, Rahul Sharma, Alex Aiken
We formulate the loop-free, binary superoptimization task as a stochastic search problem. The competing constraints of transformation correctness and performance improvement are en…