I am a Research Data Scientist on the Infrastructure Data Science team. My research consists of mathematical modeling to optimize the operation of large-scale hardware and software systems, including data and machine learning platforms.
Prior to Facebook, I was a researcher on the Ads Sciences team at Yahoo Labs. I have a Ph.D. in Management Science & Engineering from Stanford University and got my undergraduate degree from the ORFE department at Princeton University.
Scheduling, resource management, operations research, anomaly detection
SIGKDD - August 14, 2021
Clockwork: a Delay-Based Global Scheduling Framework for More Consistent Landing Times in the Data Warehouse
Martin Valdez-Vivas, Varun Sharma, Nick Stanisha, Shan Li, Luo Mi, Wei Jiang, Alex Kalinin, Josh Metzler
KDD 2018 - August 19, 2018
Martin Valdez-Vivas, Caner Gocmen, Andrii Korotkov, Ethan Fang, Kapil Goenka, Sherry Chen