Rolf Stadler

ORCID

Publication Activity (10 Years)

Years Active: 1995-2024
Publications (10 Years): 50

Top Venues

CoRR

CNSM

NOMS

Publications

Xiaoxuan Wang, Rolf Stadler
IT Intrusion Detection Using Statistical Learning and Testbed Measurements. CoRR (2024)
Kim Hammar, Rolf Stadler
Intrusion Tolerance for Networked Systems through Two-Level Feedback Control. CoRR (2024)
Xiaoxuan Wang, Rolf Stadler
IT Intrusion Detection Using Statistical Learning and Testbed Measurements. NOMS (2024)
Forough Shahab Samani, Hannes Larsson, Simon Damberg, Andreas Johnsson, Rolf Stadler
Comparing Transfer Learning and Rollout for Policy Adaptation in a Changing Network Environment. NOMS (2024)
Kim Hammar, Neil Dhir, Rolf Stadler
Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search. CoRR (2024)
Forough Shahab Samani, Kim Hammar, Rolf Stadler
Online Policy Adaptation for Networked Systems using Rollout. NOMS (2024)
Tao Li, Kim Hammar, Rolf Stadler, Quanyan Zhu
Conjectural Online Learning with First-order Beliefs in Asymmetric Information Stochastic Games. CoRR (2024)
Kim Hammar, Tao Li, Rolf Stadler, Quanyan Zhu
Automated Security Response through Online Learning with Adaptive Conjectures. CoRR (2024)
Kim Hammar, Rolf Stadler
Learning Near-Optimal Intrusion Responses Against Dynamic Attackers. IEEE Trans. Netw. Serv. Manag. 21 (1) (2024)
Forough Shahab Samani, Rolf Stadler
A Framework for dynamically meeting performance objectives on a service mesh. CoRR (2023)
Kim Hammar, Rolf Stadler
Learning Near-Optimal Intrusion Responses Against Dynamic Attackers. CoRR (2023)
Kim Hammar, Rolf Stadler
Scalable Learning of Intrusion Responses through Recursive Decomposition. CoRR (2023)
Kim Hammar, Rolf Stadler
Digital Twins for Security Automation. NOMS (2023)
Forough Shahab Samani, Kim Hammar, Rolf Stadler
Demonstrating a System for Dynamically Meeting Management Objectives on a Service Mesh. NOMS (2023)
Kim Hammar, Rolf Stadler
Intrusion Prevention Through Optimal Stopping. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Kim Hammar, Rolf Stadler
An Online Framework for Adapting Security Policies in Dynamic IT Environments. CNSM (2022)
Kim Hammar, Rolf Stadler
A System for Interactive Examination of Learned Security Policies. CoRR (2022)
Xiaoxuan Wang, Rolf Stadler
Online Feature Selection for Efficient Learning in Networked Systems. IEEE Trans. Netw. Serv. Manag. 19 (3) (2022)
Kim Hammar, Rolf Stadler
A System for Interactive Examination of Learned Security Policies. NOMS (2022)
Forough Shahab Samani, Rolf Stadler
Dynamically meeting performance objectives for multiple services on a service mesh. CNSM (2022)
Kim Hammar, Rolf Stadler
Learning Security Strategies through Game Play and Optimal Stopping. CoRR (2022)
Forough Shahab Samani, Rolf Stadler
Dynamically meeting performance objectives for multiple services on a service mesh. CoRR (2022)
Kim Hammar, Rolf Stadler
Learning Intrusion Prevention Policies through Optimal Stopping. CoRR (2021)
Xiaoxuan Wang, Forough Shahab Samani, Andreas Johnsson, Rolf Stadler
Online Feature Selection for Low-overhead Learning in Networked Systems. CNSM (2021)
Xiaoxuan Wang, Rolf Stadler
Online Feature Selection for Efficient Learning in Networked Systems. CoRR (2021)
Kim Hammar, Rolf Stadler
Learning Intrusion Prevention Policies through Optimal Stopping. CNSM (2021)
Rodolfo da Silva Villaça, Rolf Stadler
Online Learning under Resource Constraints. IM (2021)
Forough Shahab Samani, Rolf Stadler, Christofer Flinta, Andreas Johnsson
Conditional Density Estimation of Service Metrics for Networked Services. IEEE Trans. Netw. Serv. Manag. 18 (2) (2021)
Kim Hammar, Rolf Stadler
Intrusion Prevention through Optimal Stopping. CoRR (2021)
Kim Hammar, Rolf Stadler
Finding Effective Security Strategies through Reinforcement Learning and Self-Play. CoRR (2020)
Xiaoxuan Wang, Forough Shahab Samani, Rolf Stadler
Online feature selection for rapid, low-overhead learning in networked systems. CoRR (2020)
Kim Hammar, Rolf Stadler
Finding Effective Security Strategies through Reinforcement Learning and Self-Play. CNSM (2020)
Prosper Chemouil, Pan Hui, Wolfgang Kellerer, Noura Limam, Rolf Stadler, Yonggang Wen
Guest Editorial Special Issue on Advances in Artificial Intelligence and Machine Learning for Networking. IEEE J. Sel. Areas Commun. 38 (10) (2020)
Xiaoxuan Wang, Forough Shahab Samani, Rolf Stadler
Online feature selection for rapid, low-overhead learning in networked systems. CNSM (2020)
Forough Shahab, Rolf Stadler, Andreas Johnsson, Christofer Flinta
Demonstration: Predicting Distributions of Service Metrics. IM (2019)
Forough Shahab Samani, Hongyi Zhang, Rolf Stadler
Efficient Learning on High-dimensional Operational Data. CNSM (2019)
Prosper Chemouil, Pan Hui, Wolfgang Kellerer, Yong Li, Rolf Stadler, Dacheng Tao, Yonggang Wen, Ying Zhang
Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications. IEEE J. Sel. Areas Commun. 37 (6) (2019)
Andreas Johnsson, Farnaz Moradi, Rolf Stadler
Performance Prediction in Dynamic Clouds using Transfer Learning. IM (2019)
Forough Shahab Samani, Rolf Stadler
Predicting Distributions of Service Metrics using Neural Networks. CNSM (2018)
Jawwad Ahmed, Tim Josefsson, Andreas Johnsson, Christofer Flinta, Farnaz Moradi, Rafael Pasquini, Rolf Stadler
Automated diagnostic of virtualized service performance degradation. NOMS (2018)
Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler
A service-agnostic method for predicting service metrics in real time. Int. J. Netw. Manag. 28 (2) (2018)
Misbah Uddin, Rolf Stadler, Alexander Clemm
A bottom-up design for spatial search in large networks and clouds. Int. J. Netw. Manag. 28 (6) (2018)
Rafael Pasquini, Farnaz Moradi, Jawwad Ahmed, Andreas Johnsson, Christofer Flinta, Rolf Stadler
Predicting SLA conformance for cluster-based services. Networking (2017)
Rolf Stadler, Rafael Pasquini, Viktoria Fodor
Learning from Network Device Statistics. J. Netw. Syst. Manag. 25 (4) (2017)
Rafael Pasquini, Rolf Stadler
Learning end-to-end application QoS from openflow switch statistics. NetSoft (2017)
Jawwad Ahmed, Andreas Johnsson, Farnaz Moradi, Rafael Pasquini, Christofer Flinta, Rolf Stadler
Online approach to performance fault localization for cloud and datacenter services. IM (2017)
Christofer Flinta, Andreas Johnsson, Jawwad Ahmed, Farnaz Moradi, Rafael Pasquini, Rolf Stadler
Real-time resource prediction engine for cloud management. IM (2017)
Rolf Stadler
2016 Reviewers for IEEE Transactions on Network and Service Management. IEEE Trans. Netw. Serv. Manag. 14 (1) (2017)
Misbah Uddin, Rolf Stadler
A bottom-up approach to real-time search in large networks and clouds. NOMS (2016)
Jawwad Ahmed, Andreas Johnsson, Rerngvit Yanggratoke, John Ardelius, Christofer Flinta, Rolf Stadler
Predicting SLA conformance for cluster-based services using distributed analytics. NOMS (2016)
Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler
Predicting service metrics for cluster-based services using real-time analytics. CNSM (2015)
Rerngvit Yanggratoke, Gunnar Kreitz, Mikael Goldmann, Rolf Stadler, Viktoria Fodor
On the Performance of the Spotify Backend. J. Netw. Syst. Manag. 23 (1) (2015)
Brendan Jennings, Rolf Stadler
Resource Management in Clouds: Survey and Research Challenges. J. Netw. Syst. Manag. 23 (3) (2015)
Misbah Uddin, Rolf Stadler, Alexander Clemm
Spatial search in networked systems. CNSM (2015)
Masanori Miyazawa, Michiaki Hayashi, Rolf Stadler
vNMF: Distributed fault detection using clustering approach for network function virtualization. IM (2015)
Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler
A platform for predicting real-time service-level metrics from device statistics. IM (2015)
Fetahi Zebenigus Wuhib, Rerngvit Yanggratoke, Rolf Stadler
Allocating Compute and Network Resources Under Management Objectives in Large-Scale Clouds. J. Netw. Syst. Manag. 23 (1) (2015)
Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler
Predicting real-time service-level metrics from device statistics. IM (2015)
Jawwad Ahmed, Andreas Johnsson, Rerngvit Yanggratoke, John Ardelius, Christofer Flinta, Rolf Stadler
Predicting SLA Violations in Real Time using Online Machine Learning. CoRR (2015)
Tomonobu Niwa, Masanori Miyazawa, Michiaki Hayashi, Rolf Stadler
Universal fault detection for NFV using SOM-based clustering. APNOMS (2015)
Misbah Uddin, Rolf Stadler, Masanori Miyazawa, Michiaki Hayashi
Graph search for cloud network management. NOMS (2014)
Misbah Uddin, Rolf Stadler, Alexander Clemm
Scalable matching and ranking for network search. CNSM (2013)
Misbah Uddin, Rolf Stadler, Alexander Clemm
A query language for network search. IM (2013)
Misbah Uddin, Amy Skinner, Rolf Stadler, Alexander Clemm
Real-time search in clouds. IM (2013)
Rerngvit Yanggratoke, Gunnar Kreitz, Mikael Goldmann, Rolf Stadler
Predicting response times for the Spotify backend. CNSM (2012)
Fetahi Wuhib, Rolf Stadler, Hans Lindgren
Dynamic resource allocation with management objectives - Implementation for an OpenStack cloud. CNSM (2012)
Misbah Uddin, Rolf Stadler, Alexander Clemm
Management by network search. NOMS (2012)
Fetahi Wuhib, Rolf Stadler, Mike Spreitzer
A Gossip Protocol for Dynamic Resource Management in Large Cloud Environments. IEEE Trans. Netw. Serv. Manag. 9 (2) (2012)
Fetahi Wuhib, Rolf Stadler
Distributed monitoring and resource management for large cloud environments. Integrated Network Management (2011)
Rerngvit Yanggratoke, Fetahi Wuhib, Rolf Stadler
Gossip-based resource allocation for green computing in large clouds. CNSM (2011)
Javier Baliosian, Rolf Stadler
Distributed auto-configuration of neighboring cell graphs in radio access networks. IEEE Trans. Netw. Serv. Manag. 7 (3) (2010)
Supriya Krishnamurthy, John Ardelius, Erik Aurell, Mads Dam, Rolf Stadler, Fetahi Wuhib
The Accuracy of Tree-based Counting in Dynamic Networks CoRR (2010)
Fetahi Wuhib, Mads Dam, Rolf Stadler
A gossiping protocol for detecting global threshold crossings. IEEE Trans. Netw. Serv. Manag. 7 (1) (2010)
Supriya Krishnamurthy, John Ardelius, Erik Aurell, Mads Dam, Rolf Stadler, Fetahi Zebenigus Wuhib
Brief announcement: the accuracy of tree-based counting in dynamic networks. PODC (2010)
Dan Jurca, Rolf Stadler
H-GAP: estimating histograms of local variables with accuracy objectives for distributed real-time monitoring. IEEE Trans. Netw. Serv. Manag. 7 (2) (2010)
Fetahi Wuhib, Rolf Stadler, Mike Spreitzer
Gossip-based resource management for cloud environments. CNSM (2010)
Dan Jurca, Rolf Stadler
Computing histograms of local variables for real-time monitoring using aggregation trees. Integrated Network Management (2009)
Fetahi Wuhib, Rolf Stadler, Mads Dam
Gossiping for threshold detection. Integrated Network Management (2009)
Fetahi Wuhib, Mads Dam, Rolf Stadler, Alexander Clemm
Robust monitoring of network-wide aggregates through gossiping. IEEE Trans. Netw. Serv. Manag. 6 (2) (2009)
Alberto Gonzalez Prieto, Rolf Stadler
Adaptive Performance Management for SMS Systems. J. Netw. Syst. Manag. 17 (4) (2009)
Alberto Gonzalez Prieto, Rolf Stadler
Controlling performance trade-offs in adaptive network monitoring. Integrated Network Management (2009)
Alberto Gonzalez Prieto, Rolf Stadler
Adaptive real-time monitoring for large-scale networked systems. Integrated Network Management (2009)
Fetahi Wuhib, Mads Dam, Rolf Stadler
Decentralized detection of global threshold crossings using aggregation trees. Comput. Networks 52 (9) (2008)
Javier Baliosian, Katarína Matusíková, Karl Quinn, Rolf Stadler
Policy-based self-healing for radio access networks. NOMS (2008)
Alexander Clemm, Lisandro Zambenedetti Granville, Rolf Stadler
Shaping the Network Management Research Agenda - Report on DSOM 2007. J. Netw. Syst. Manag. 16 (2) (2008)
Rolf Stadler, Mads Dam, Alberto Gonzalez Prieto, Fetahi Wuhib
Decentralized real-time monitoring of network-wide aggregates. LADIS (2008)
Fetahi Wuhib, Mads Dam, Rolf Stadler, Alexander Clemm
Robust Monitoring of Network-wide Aggregates through Gossiping. Integrated Network Management (2007)
Alberto Gonzalez Prieto, Rolf Stadler
A-GAP: An Adaptive Protocol for Continuous Network Monitoring with Accuracy Objectives. IEEE Trans. Netw. Serv. Manag. 4 (1) (2007)
Alberto Gonzalez Prieto, Rolf Stadler
Monitoring Flow Aggregates with Controllable Accuracy. MMNS (2007)
Javier Baliosian, Rolf Stadler
Decentralized Configuration of Neighboring Cells for Radio Access Networks. WOWMOM (2007)
Mark Burgess, Matthew Disney, Rolf Stadler
Network Patterns in Cfengine and Scalable Data Aggregation. LISA (2007)
Constantin Adam, Rolf Stadler, Chunqiang Tang, Malgorzata Steinder, Mike Spreitzer
A Service Middleware that Scales in System Size and Applications. Integrated Network Management (2007)
Constantin Adam, Rolf Stadler
Service Middleware for Self-Managing Large-Scale Systems. IEEE Trans. Netw. Serv. Manag. 4 (3) (2007)
Aiko Pras, Jürgen Schönwälder, Mark Burgess, Olivier Festor, Gregorio Martínez Pérez, Rolf Stadler, Burkhard Stiller
Key research challenges in network management. IEEE Commun. Mag. 45 (10) (2007)
Alberto Gonzalez Prieto, Rolf Stadler
Distributed Real-Time Monitoring with Accuracy Objectives. Networking (2006)
Björn Johansson, Constantin Adam, Mikael Johansson, Rolf Stadler
Distributed Resource Allocation Strategies for Achieving Quality of Service in Server Clusters. CDC (2006)
Fetahi Wuhib, Rolf Stadler, Alexander Clemm
Implementation and Evaluation of a Protocol for Detecting Network-Wide Threshold Crossing Alerts. E2EMON (2006)
Alberto Gonzalez Prieto, Rolf Stadler
Adaptive distributed monitoring with accuracy objectives. INM@SIGCOMM (2006)
Constantin Adam, Rolf Stadler
Implementation and Evaluation of a Middleware for Self-Organizing Decentralized Web Services. SelfMan (2006)
Constantin Adam, Rolf Stadler
A middleware design for large-scale clusters offering multiple services. IEEE Trans. Netw. Serv. Manag. 3 (1) (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rolf Stadler