1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Online Identification of IT Systems through Active Causal Learning
Kim Hammar, Rolf Stadler
Identifying a causal model of an IT system is fundamental to many branches of systems engineering and operation. Such a model can be used to predict the effects of control actions,…
cs.LG2021
Online Feature Selection for Efficient Learning in Networked Systems
Xiaoxuan Wang, Rolf Stadler
Current AI/ML methods for data-driven engineering use models that are mostly trained offline. Such models can be expensive to build in terms of communication and computing cost, an…
cs.DC2010★ 1 cited
The Accuracy of Tree-based Counting in Dynamic Networks
Supriya Krishnamurthy, John Ardelius, Erik Aurell +3
Tree-based protocols are ubiquitous in distributed systems. They are flexible, they perform generally well, and, in static conditions, their analysis is mostly simple. Under churn,…