4 papers
Compartmental Models for COVID-19 and Control via Policy Interventions
Swapneel Mehta, Noah Kasmanoff
We demonstrate an approach to replicate and forecast the spread of the SARS-CoV-2 (COVID-19) pandemic using the toolkit of probabilistic programming languages (PPLs). Our goal is t…
Anomaly Detection for Network Connection Logs
Swapneel Mehta, Prasanth Kothuri, Daniel Lanza Garcia
We leverage a streaming architecture based on ELK, Spark and Hadoop in order to collect, store, and analyse database connection logs in near real-time. The proposed system investig…
A Big Data Architecture for Log Data Storage and Analysis
Swapneel Mehta, Prasanth Kothuri, Daniel Lanza Garcia
We propose an architecture for analysing database connection logs across different instances of databases within an intranet comprising over 10,000 users and associated devices. Ou…
Auto-Grading for 3D Modeling Assignments in MOOCs
Swapneel Mehta, Chirag Raman, Nitin Ayer +1
Bottlenecks such as the latency in correcting assignments and providing a grade for Massive Open Online Courses (MOOCs) could impact the levels of interest among learners. In this…