| 2025 | CNSM | Learning Optimal Defender Strategies for CAGE-2 using a POMDP Model. | Duc Huy Le, Rolf Stadler |
| 2024 | DSN | Intrusion Tolerance for Networked Systems through Two-Level Feedback Control. | Kim Hammar, Rolf Stadler |
| 2024 | NOMS | Online Policy Adaptation for Networked Systems using Rollout. | Forough Shahab Samani, Kim Hammar, Rolf Stadler |
| 2024 | NOMS | Comparing Transfer Learning and Rollout for Policy Adaptation in a Changing Network Environment. | Forough Shahab Samani, Hannes Larsson, Simon Damberg, Andreas Johnsson, Rolf Stadler |
| 2024 | NOMS | IT Intrusion Detection Using Statistical Learning and Testbed Measurements. | Xiaoxuan Wang, Rolf Stadler |
| 2023 | NOMS | Digital Twins for Security Automation. | Kim Hammar, Rolf Stadler |
| 2023 | NOMS | Demonstrating a System for Dynamically Meeting Management Objectives on a Service Mesh. | Forough Shahab Samani, Kim Hammar, Rolf Stadler |
| 2022 | CNSM | An Online Framework for Adapting Security Policies in Dynamic IT Environments. | Kim Hammar, Rolf Stadler |
| 2022 | CNSM | Dynamically meeting performance objectives for multiple services on a service mesh. | Forough Shahab Samani, Rolf Stadler |
| 2022 | NOMS | A System for Interactive Examination of Learned Security Policies. | Kim Hammar, Rolf Stadler |
| 2021 | CNSM | Learning Intrusion Prevention Policies through Optimal Stopping. | Kim Hammar, Rolf Stadler |
| 2021 | CNSM | Online Feature Selection for Low-overhead Learning in Networked Systems. | Xiaoxuan Wang, Forough Shahab Samani, Andreas Johnsson, Rolf Stadler |
| 2021 | IM | Online Learning under Resource Constraints. | Rodolfo da Silva Villaa, Rolf Stadler |
| 2020 | CNSM | Finding Effective Security Strategies through Reinforcement Learning and Self-Play. | Kim Hammar, Rolf Stadler |
| 2020 | CNSM | Online feature selection for rapid, low-overhead learning in networked systems. | Xiaoxuan Wang, Forough Shahab Samani, Rolf Stadler |
| 2019 | CNSM | Efficient Learning on High-dimensional Operational Data. | Forough Shahab Samani, Hongyi Zhang, Rolf Stadler |
| 2019 | IM | Performance Prediction in Dynamic Clouds using Transfer Learning. | Andreas Johnsson, Farnaz Moradi, Rolf Stadler |
| 2019 | IM | Demonstration: Predicting Distributions of Service Metrics. | Forough Shahab, Rolf Stadler, Andreas Johnsson, Christofer Flinta |
| 2018 | CNSM | Predicting Distributions of Service Metrics using Neural Networks. | Forough Shahab Samani, Rolf Stadler |
| 2018 | NOMS | Automated diagnostic of virtualized service performance degradation. | Jawwad Ahmed, Tim Josefsson, Andreas Johnsson, Christofer Flinta, Farnaz Moradi, Rafael Pasquini, Rolf Stadler |
| 2017 | IM | Online approach to performance fault localization for cloud and datacenter services. | Jawwad Ahmed, Andreas Johnsson, Farnaz Moradi, Rafael Pasquini, Christofer Flinta, Rolf Stadler |
| 2017 | IM | Real-time resource prediction engine for cloud management. | Christofer Flinta, Andreas Johnsson, Jawwad Ahmed, Farnaz Moradi, Rafael Pasquini, Rolf Stadler |
| 2017 | NetSoft | Learning end-to-end application QoS from openflow switch statistics. | Rafael Pasquini, Rolf Stadler |
| 2017 | Networking | Predicting SLA conformance for cluster-based services. | Rafael Pasquini, Farnaz Moradi, Jawwad Ahmed, Andreas Johnsson, Christofer Flinta, Rolf Stadler |
| 2016 | NOMS | Predicting SLA conformance for cluster-based services using distributed analytics. | Jawwad Ahmed, Andreas Johnsson, Rerngvit Yanggratoke, John Ardelius, Christofer Flinta, Rolf Stadler |
| 2016 | NOMS | A bottom-up approach to real-time search in large networks and clouds. | Misbah Uddin, Rolf Stadler |
| 2015 | APNOMS | Universal fault detection for NFV using SOM-based clustering. | Tomonobu Niwa, Masanori Miyazawa, Michiaki Hayashi, Rolf Stadler |
| 2015 | CNSM | Spatial search in networked systems. | Misbah Uddin, Rolf Stadler, Alexander Clemm |
| 2015 | CNSM | Predicting service metrics for cluster-based services using real-time analytics. | Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler |
| 2015 | IM | vNMF: Distributed fault detection using clustering approach for network function virtualization. | Masanori Miyazawa, Michiaki Hayashi, Rolf Stadler |
| 2015 | IM | Predicting real-time service-level metrics from device statistics. | Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler |
| 2015 | IM | A platform for predicting real-time service-level metrics from device statistics. | Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler |
| 2014 | NOMS | Graph search for cloud network management. | Misbah Uddin, Rolf Stadler, Masanori Miyazawa, Michiaki Hayashi |
| 2013 | CNSM | Scalable matching and ranking for network search. | Misbah Uddin, Rolf Stadler, Alexander Clemm |
| 2013 | IM | A query language for network search. | Misbah Uddin, Rolf Stadler, Alexander Clemm |
| 2013 | IM | Real-time search in clouds. | Misbah Uddin, Amy Skinner, Rolf Stadler, Alexander Clemm |
| 2012 | CNSM | Dynamic resource allocation with management objectives - Implementation for an OpenStack cloud. | Fetahi Wuhib, Rolf Stadler, Hans Lindgren |
| 2012 | CNSM | Predicting response times for the Spotify backend. | Rerngvit Yanggratoke, Gunnar Kreitz, Mikael Goldmann, Rolf Stadler |
| 2012 | NOMS | Management by network search. | Misbah Uddin, Rolf Stadler, Alexander Clemm |
| 2011 | CNSM | Gossip-based resource allocation for green computing in large clouds. | Rerngvit Yanggratoke, Fetahi Wuhib, Rolf Stadler |
| 2011 | IM | Distributed monitoring and resource management for large cloud environments. | Fetahi Wuhib, Rolf Stadler |
| 2010 | CNSM | Gossip-based resource management for cloud environments. | Fetahi Wuhib, Rolf Stadler, Mike Spreitzer |
| 2010 | PODC | Brief announcement: the accuracy of tree-based counting in dynamic networks. | Supriya Krishnamurthy, John Ardelius, Erik Aurell, Mads Dam, Rolf Stadler, Fetahi Zebenigus Wuhib |
| 2009 | IM | Computing histograms of local variables for real-time monitoring using aggregation trees. | Dan Jurca, Rolf Stadler |
| 2009 | IM | Controlling performance trade-offs in adaptive network monitoring. | Alberto Gonzalez Prieto, Rolf Stadler |
| 2009 | IM | Adaptive real-time monitoring for large-scale networked systems. | Alberto Gonzalez Prieto, Rolf Stadler |
| 2009 | IM | Gossiping for threshold detection. | Fetahi Wuhib, Rolf Stadler, Mads Dam |
| 2008 | NOMS | Policy-based self-healing for radio access networks. | Javier Baliosian, Katarna Matuskov, Karl Quinn, Rolf Stadler |
| 2007 | IM | A Service Middleware that Scales in System Size and Applications. | Constantin Adam, Rolf Stadler, Chunqiang Tang, Malgorzata Steinder, Mike Spreitzer |
| 2007 | IM | Robust Monitoring of Network-wide Aggregates through Gossiping. | Fetahi Wuhib, Mads Dam, Rolf Stadler, Alexander Clemm |
| 2007 | WoWMoM | Decentralized Configuration of Neighboring Cells for Radio Access Networks. | Javier Baliosian, Rolf Stadler |
| 2006 | Networking | Distributed Real-Time Monitoring with Accuracy Objectives. | Alberto Gonzalez Prieto, Rolf Stadler |
| 2006 | SIGCOMM | Adaptive distributed monitoring with accuracy objectives. | Alberto Gonzalez Prieto, Rolf Stadler |
| 2005 | IM | Adaptable server clusters with QoS objectives. | Constantin Adam, Rolf Stadler |
| 2005 | IM | Real-time views of network traffic using decentralized management. | Koon-Seng Lim, Rolf Stadler |
| 2004 | NOMS | Patterns for routing and self-stabilization. | Constantin Adam, Rolf Stadler |
| 2003 | IM | Weaver: Realizing a Scalable Management Paradigm on Commodity Routers. | Koon-Seng Lim, Rolf Stadler |
| 2002 | NOMS | Service deployment on high performance active network nodes. | Matthias Bossardt, Lukas Ruf, Bernhard Plattner, Rolf Stadler |
| 2001 | IM | A Navigation Pattern for Scalable Internet Management. | Koon-Seng Lim, Rolf Stadler |
| 2000 | NOMS | A middleware architecture for active distributed management of IP networks. | Ryutaro Kawamura, Rolf Stadler |
| 1999 | IM | The Impact of Active Networking Technology on Service Management in a Telecom Environment. | Marcus Brunner, Rolf Stadler |
| 1997 | IM | Customer Management and Control of Broadband VPN Services. | Mun Choon Chan, Aurel A. Lazar, Rolf Stadler |
| 1996 | HPDC | Prototyping Network Architectures on a Supercomputer. | Mun Choon Chan, Giovanni Pacifici, Rolf Stadler |
| 1996 | NOMS | An architecture for broadband virtual networks under customer control. | Mun Choon Chan, Hisaya Hadama, Rolf Stadler |
| 1995 | IM | An architecture for performance management of multimedia networks. | Giovanni Pacifici, Rolf Stadler |