Revec: Program Rejuvenation through Revectorization Paper link // Github [TBA] Accepted paper, Intl. Conference on Compiler Construction 2019
Dynamic Space-Time Scheduling for GPU Inference Paper link // Github Accepted to LearningSys'18 at NeurIPS 2018
We demonstrate 2.5x to 4.5x speedups for GPU inference for deep learning workloads through a novel GPU multitenancy approach.
DSCnet: Replicating Lidar Point Clouds with Deep Sensor Cloning Paper link
Latest paper from the DeepScale research team. We present a technique to replicate a $\$$70k LiDAR sensor with inexpensive sensors.
Scalable Architecture for Anomaly Detection and Visualization in Power Generating Assets Paper link // Slides Accepted to HPBDC'17 at IPDPS 2017
We present a scalable system for time-series anomaly detection that horizontally scales to sensor networks with >400k QPS.
Spotting Suspicious Reviews via (Quasi-)clique Extraction Paper link Accepted poster at IEEE Security and Privacy 2015
We uncover suspicious activity by well-organized reviewer rings sponsored by Yelp. Our work sheds light on Yelp's little-known paid review operations.