137 citations · 137 across the 3 of their papers we have counts for
3 papers
cs.NI2026★ 137 cited
Wireless Gas Leak Detection and Localization
Fabien Chraim, Yusuf Bugra Erol, Kris Pister
Thousands of industrial gas leaks occur every year, with many leading to injuries, deaths, equipment damage, and a disastrous environmental effect. There have been many attempts at…
cs.NI2026
NetCause: Counterfactual Learning for Root Cause Analysis in Large-Scale Networks
Fabien Chraim, Jian Zhang, Dominik Janzing +3
Can a learned model capture how faults propagate through a large-scale network and use this knowledge to causally attribute customer impact to its underlying root cause? Existing r…
cs.NI2026
Graphical Causal Reasoning for Root Cause Analysis in Cloud Networks
Fabien Chraim, Dominik Janzing, John Evans
Cloud-computing relies on large-scale networks which are inherently complex systems. In this paper, we present a novel approach to root cause analysis (RCA) of cloud network incide…