4 citations · 4 across the 2 of their papers we have counts for
4 papers
Optimal Probing with Statistical Guarantees for Network Monitoring at Scale
Muhammad Jehangir Amjad, Christophe Diot, Dimitris Konomis +3
Cloud networks are difficult to monitor because they grow rapidly and the budgets for monitoring them are limited. We propose a framework for estimating network metrics, such as la…
mRSC: Multi-dimensional Robust Synthetic Control
Muhummad Amjad, Vishal Misra, Devavrat Shah +1
When evaluating the impact of a policy on a metric of interest, it may not be possible to conduct a randomized control trial. In settings where only observational data is available…
tspDB: Time Series Predict DB
Anish Agarwal, Abdullah Alomar, Devavrat Shah
A major bottleneck of the current Machine Learning (ML) workflow is the time consuming, error prone engineering required to get data from a datastore or a database (DB) to the poin…
Robust Synthetic Control
Muhammad Jehangir Amjad, Devavrat Shah, Dennis Shen
We present a robust generalization of the synthetic control method for comparative case studies. Like the classical method, we present an algorithm to estimate the unobservable cou…