Rolf Stadler

IEEE Trans. Netw. Serv. Manag., December, 2024

Learning Near-Optimal Intrusion Responses Against Dynamic Attackers.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., February, 2024

Optimal Defender Strategies for CAGE-2 using Causal Modeling and Tree Search.

[BibT_eX]

[DOI]

Neil Dhir

CoRR, 2024

Conjectural Online Learning with First-order Beliefs in Asymmetric Information Stochastic Games.

[BibT_eX]

[DOI]

CoRR, 2024

Automated Security Response through Online Learning with Adaptive Conjectures.

[BibT_eX]

[DOI]

CoRR, 2024

IT Intrusion Detection Using Statistical Learning and Testbed Measurements.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Comparing Transfer Learning and Rollout for Policy Adaptation in a Changing Network Environment.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Online Policy Adaptation for Networked Systems using Rollout.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2024 IEEE Network Operations and Management Symposium, 2024

Intrusion Tolerance as a Two-Level Game.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security - 15th International Conference, 2024

Intrusion Tolerance for Networked Systems through Two-Level Feedback Control.

[BibT_eX]

[DOI]

Proceedings of the 54th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2024

2023

Scalable Learning of Intrusion Responses through Recursive Decomposition.

[BibT_eX]

[DOI]

CoRR, 2023

Demonstrating a System for Dynamically Meeting Management Objectives on a Service Mesh.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2023, 2023

Digital Twins for Security Automation.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2023, 2023

Scalable Learning of Intrusion Response Through Recursive Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Decision and Game Theory for Security: 14th International Conference, 2023

2022

Online Feature Selection for Efficient Learning in Networked Systems.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2022

Intrusion Prevention Through Optimal Stopping.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2022

Learning Security Strategies through Game Play and Optimal Stopping.

[BibT_eX]

[DOI]

CoRR, 2022

A System for Interactive Examination of Learned Security Policies.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

Dynamically meeting performance objectives for multiple services on a service mesh.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Network and Service Management, 2022

An Online Framework for Adapting Security Policies in Dynamic IT Environments.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Network and Service Management, 2022

2021

Conditional Density Estimation of Service Metrics for Networked Services.

[BibT_eX]

[DOI]

Christofer Flinta

Andreas Johnsson

IEEE Trans. Netw. Serv. Manag., 2021

Online Learning under Resource Constraints.

[BibT_eX]

[DOI]

Rodolfo da Silva Villaça

Proceedings of the 17th IFIP/IEEE International Symposium on Integrated Network Management, 2021

Online Feature Selection for Low-overhead Learning in Networked Systems.

[BibT_eX]

[DOI]

Andreas Johnsson

Proceedings of the 17th International Conference on Network and Service Management, 2021

Learning Intrusion Prevention Policies through Optimal Stopping.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Network and Service Management, 2021

2020

Guest Editorial Special Issue on Advances in Artificial Intelligence and Machine Learning for Networking.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2020

Online feature selection for rapid, low-overhead learning in networked systems.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Network and Service Management, 2020

Finding Effective Security Strategies through Reinforcement Learning and Self-Play.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Network and Service Management, 2020

2019

Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2019

Demonstration: Predicting Distributions of Service Metrics.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Performance Prediction in Dynamic Clouds using Transfer Learning.

[BibT_eX]

[DOI]

Andreas Johnsson

Farnaz Moradi

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2019

Efficient Learning on High-dimensional Operational Data.

[BibT_eX]

[DOI]

Hongyi Zhang

Proceedings of the 15th International Conference on Network and Service Management, 2019

2018

A service-agnostic method for predicting service metrics in real time.

[BibT_eX]

[DOI]

Int. J. Netw. Manag., 2018

A bottom-up design for spatial search in large networks and clouds.

[BibT_eX]

[DOI]

Int. J. Netw. Manag., 2018

Automated diagnostic of virtualized service performance degradation.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE/IFIP Network Operations and Management Symposium, 2018

Predicting Distributions of Service Metrics using Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Network and Service Management, 2018

2017

2016 Reviewers for IEEE Transactions on Network and Service Management.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2017

Learning from Network Device Statistics.

[BibT_eX]

[DOI]

Rafael Pasquini

Viktoria Fodor

J. Netw. Syst. Manag., 2017

Predicting SLA conformance for cluster-based services.

[BibT_eX]

[DOI]

Proceedings of the 2017 IFIP Networking Conference, 2017

Learning end-to-end application QoS from openflow switch statistics.

[BibT_eX]

[DOI]

Rafael Pasquini

Proceedings of the 2017 IEEE Conference on Network Softwarization, 2017

Real-time resource prediction engine for cloud management.

[BibT_eX]

[DOI]

Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

Online approach to performance fault localization for cloud and datacenter services.

[BibT_eX]

[DOI]

Proceedings of the 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), 2017

2016

A bottom-up approach to real-time search in large networks and clouds.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

Predicting SLA conformance for cluster-based services using distributed analytics.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/IFIP Network Operations and Management Symposium, 2016

2015

On the Performance of the Spotify Backend.

[BibT_eX]

[DOI]

J. Netw. Syst. Manag., 2015

Allocating Compute and Network Resources Under Management Objectives in Large-Scale Clouds.

[BibT_eX]

[DOI]

Fetahi Zebenigus Wuhib

Rerngvit Yanggratoke

J. Netw. Syst. Manag., 2015

Resource Management in Clouds: Survey and Research Challenges.

[BibT_eX]

[DOI]

Brendan Jennings

J. Netw. Syst. Manag., 2015

Predicting SLA Violations in Real Time using Online Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2015

A platform for predicting real-time service-level metrics from device statistics.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Predicting real-time service-level metrics from device statistics.

[BibT_eX]

[DOI]

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

vNMF: Distributed fault detection using clustering approach for network function virtualization.

[BibT_eX]

[DOI]

Masanori Miyazawa

Michiaki Hayashi

Proceedings of the IFIP/IEEE International Symposium on Integrated Network Management, 2015

Predicting service metrics for cluster-based services using real-time analytics.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Network and Service Management, 2015

Spatial search in networked systems.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Network and Service Management, 2015

Universal fault detection for NFV using SOM-based clustering.

[BibT_eX]

[DOI]

Proceedings of the 17th Asia-Pacific Network Operations and Management Symposium, 2015

2014

Graph search for cloud network management.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Network Operations and Management Symposium, 2014

2013

Real-time search in clouds.

[BibT_eX]

[DOI]

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

A query language for network search.

[BibT_eX]

[DOI]

Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management (IM 2013), 2013

Scalable matching and ranking for network search.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Network and Service Management, 2013

2012

A Gossip Protocol for Dynamic Resource Management in Large Cloud Environments.

[BibT_eX]

[DOI]

Mike Spreitzer

IEEE Trans. Netw. Serv. Manag., 2012

Management by network search.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE Network Operations and Management Symposium, 2012

Predicting response times for the Spotify backend.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Network and Service Management, 2012

Dynamic resource allocation with management objectives - Implementation for an OpenStack cloud.

[BibT_eX]

[DOI]

Hans Lindgren

Proceedings of the 8th International Conference on Network and Service Management, 2012

2011

Distributed monitoring and resource management for large cloud environments.

[BibT_eX]

[DOI]

Proceedings of the 12th IFIP/IEEE International Symposium on Integrated Network Management, 2011

Gossip-based resource allocation for green computing in large clouds.

[BibT_eX]

[DOI]

Rerngvit Yanggratoke

Proceedings of the 7th International Conference on Network and Service Management, 2011

2010

In-Network Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Algorithms for Next Generation Networks, 2010

A gossiping protocol for detecting global threshold crossings.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2010

H-GAP: estimating histograms of local variables with accuracy objectives for distributed real-time monitoring.

[BibT_eX]

[DOI]

Dan Jurca

IEEE Trans. Netw. Serv. Manag., 2010

Distributed auto-configuration of neighboring cell graphs in radio access networks.

[BibT_eX]

[DOI]

Javier Baliosian

IEEE Trans. Netw. Serv. Manag., 2010

The Accuracy of Tree-based Counting in Dynamic Networks

[BibT_eX]

[DOI]

Supriya Krishnamurthy

CoRR, 2010

Brief announcement: the accuracy of tree-based counting in dynamic networks.

[BibT_eX]

[DOI]

Supriya Krishnamurthy

Fetahi Zebenigus Wuhib

Proceedings of the 29th Annual ACM Symposium on Principles of Distributed Computing, 2010

Gossip-based resource management for cloud environments.

[BibT_eX]

[DOI]

Mike Spreitzer

Proceedings of the 6th International Conference on Network and Service Management, 2010

2009

Robust monitoring of network-wide aggregates through gossiping.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2009

Adaptive Performance Management for SMS Systems.

[BibT_eX]

[DOI]

J. Netw. Syst. Manag., 2009

Gossiping for threshold detection.

[BibT_eX]

[DOI]

Proceedings of the Integrated Network Management, 2009

Adaptive real-time monitoring for large-scale networked systems.

[BibT_eX]

[DOI]

Proceedings of the Integrated Network Management, 2009

Controlling performance trade-offs in adaptive network monitoring.

[BibT_eX]

[DOI]

Proceedings of the Integrated Network Management, 2009

Computing histograms of local variables for real-time monitoring using aggregation trees.

[BibT_eX]

[DOI]

Dan Jurca

Proceedings of the Integrated Network Management, 2009

2008

Shaping the Network Management Research Agenda - Report on DSOM 2007.

[BibT_eX]

[DOI]

Lisandro Zambenedetti Granville

J. Netw. Syst. Manag., 2008

Decentralized detection of global threshold crossings using aggregation trees.

[BibT_eX]

[DOI]

Comput. Networks, 2008

Policy-based self-healing for radio access networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE/IFIP Network Operations and Management Symposium: Pervasive Management for Ubioquitous Networks and Services, 2008

Decentralized real-time monitoring of network-wide aggregates.

[BibT_eX]

[DOI]

Proceedings of the 2nd Workshop on Large-Scale Distributed Systems and Middleware, 2008

2007

A-GAP: An Adaptive Protocol for Continuous Network Monitoring with Accuracy Objectives.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2007

Service Middleware for Self-Managing Large-Scale Systems.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2007

Key research challenges in network management.

[BibT_eX]

[DOI]

Gregorio Martínez Pérez

Burkhard Stiller

IEEE Commun. Mag., 2007

Decentralized Configuration of Neighboring Cells for Radio Access Networks.

[BibT_eX]

[DOI]

Javier Baliosian

Proceedings of the 2007 International Symposium on a World of Wireless, 2007

Monitoring Flow Aggregates with Controllable Accuracy.

[BibT_eX]

[DOI]

Proceedings of the Real-Time Mobile Multimedia Services, 2007

Network Patterns in Cfengine and Scalable Data Aggregation.

[BibT_eX]

[DOI]

Mark Burgess

Matthew Disney

Proceedings of the 21th Large Installation System Administration Conference, 2007

A Service Middleware that Scales in System Size and Applications.

[BibT_eX]

[DOI]

Proceedings of the Integrated Network Management, 2007

2006

A middleware design for large-scale clusters offering multiple services.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2006

Decentralized service-level monitoring using network threshold crossing alerts.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2006

Adaptive distributed monitoring with accuracy objectives.

[BibT_eX]

[DOI]

Proceedings of the 2006 SIGCOMM Workshop on Internet Network Management, 2006

Implementation and Evaluation of a Middleware for Self-Organizing Decentralized Web Services.

[BibT_eX]

[DOI]

Proceedings of the Self-Managed Networks, 2006

Distributed Real-Time Monitoring with Accuracy Objectives.

[BibT_eX]

[DOI]

Proceedings of the NETWORKING 2006, 2006

Implementation and Evaluation of a Protocol for Detecting Network-Wide Threshold Crossing Alerts.

[BibT_eX]

[DOI]

Proceedings of the Fourth IEEE/IFIP Workshop on End-to-End Monitoring Techniques and Services, 2006

Distributed Resource Allocation Strategies for Achieving Quality of Service in Server Clusters.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005

Towards Ambient Networks Management.

[BibT_eX]

[DOI]

Gergely Molnar

Proceedings of the Mobility Aware Technologies and Applications, 2005

Real-time views of network traffic using decentralized management.

[BibT_eX]

[DOI]

Proceedings of the Integrated Network Management, 2005

Adaptable server clusters with QoS objectives.

[BibT_eX]

[DOI]

Proceedings of the Integrated Network Management, 2005

Decentralized Computation of Threshold Crossing Alerts.

[BibT_eX]

[DOI]

Proceedings of the Ambient Networks, 2005

Design and Implementation of Performance Policies for SMS Systems.

[BibT_eX]

[DOI]

Proceedings of the Ambient Networks, 2005

2004

Policy-based Congestion Management for an SMS Gateway.

[BibT_eX]

[DOI]

Roberto Cosenza

Proceedings of the 5th IEEE International Workshop on Policies for Distributed Systems and Networks (POLICY 2004), 2004

Patterns for routing and self-stabilization.

[BibT_eX]

[DOI]

Proceedings of the Managing Next Generation Convergence Networks and Services, 2004

Ambient Networks Management Challenges and Approaches.

[BibT_eX]

[DOI]

Gergely Molnar

Proceedings of the Mobility Aware Technologies and Applications, 2004

2003

Weaver: Realizing a Scalable Management Paradigm on Commodity Routers.

[BibT_eX]

Proceedings of the Integrated Network Management VII, Managing It All, 2003

2002

Management Solutions for the New Communications World - A Report on NOMS 2002.

[BibT_eX]

[DOI]

Mehmet Ulema

J. Netw. Syst. Manag., 2002

A Service Deployment Architecture for Heterogenous Active Networks Nodes.

[BibT_eX]

[DOI]

Proceedings of the Smart Networks, 2002

Service deployment on high performance active network nodes.

[BibT_eX]

[DOI]

Proceedings of the Management Solutions for the New Communications World, 2002

2001

Selected Topics in Network and Systems Management.

[BibT_eX]

[DOI]

Emil Lupu

Subrata Mazumdar

Comput. Networks, 2001

Service creation and management in active telecom networks.

[BibT_eX]

[DOI]

Bernhard Plattner

Commun. ACM, 2001

Developing Pattern-Based Management Programs.

[BibT_eX]

[DOI]

Proceedings of the Management of Multimedia on the Internet, 2001

A Navigation Pattern for Scalable Internet Management.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE/IFIP International Symposium on Integrated Network Management, 2001

2000

Active Technologies for Network and Service Management: Report on DSOM'99.

[BibT_eX]

[DOI]

Burkhard Stiller

J. Netw. Syst. Manag., 2000

Building Manageable Multimedia Network Services.

[BibT_eX]

[DOI]

Cristina Aurrecoechea

J. Netw. Syst. Manag., 2000

Management in telecom environments that are based on active networks.

[BibT_eX]

[DOI]

J. High Speed Networks, 2000

Active distributed management for IP networks.

[BibT_eX]

[DOI]

Ryutaro Kawamura

IEEE Commun. Mag., 2000

Service management in multiparty active networks.

[BibT_eX]

[DOI]

IEEE Commun. Mag., 2000

A middleware architecture for active distributed management of IP networks.

[BibT_eX]

[DOI]

Ryutaro Kawamura

Proceedings of the Networked Planet: Management Beyond 2000, 2000

1999

Service enabling platforms for networked multimedia systems.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 1999

The Impact of Active Networking Technology on Service Management in a Telecom Environment.

[BibT_eX]

[DOI]

Proceedings of the 1999 IEEE/IFIP International Symposium on Integrated Network Management, 1999

Challenges for Management Research.

[BibT_eX]

[DOI]

Proceedings of the Active Technologies for Network and Service Management, 1999

Virtual Active Networks - Safe and Flexible Environments for Customer-managed Services.

[BibT_eX]

[DOI]

Proceedings of the Active Technologies for Network and Service Management, 1999

1998

Building open programmable multimedia networks.

[BibT_eX]

[DOI]

Comput. Commun., 1998

1997

Managing Multimedia Network Services.

[BibT_eX]

[DOI]

J. Netw. Syst. Manag., 1997

Towards building manageable multimedia network services.

[BibT_eX]

Cristina Aurrecoechea

Aurel A. Lazar

Proceedings of the Management of Multimedia Networks and Services, 1997

Customer Management and Control of Broadband VPN Services.

[BibT_eX]

Aurel A. Lazar

Proceedings of the Integrated Network Management V, 1997

1996

An architecture for broadband virtual networks under customer control.

[BibT_eX]

[DOI]

Hisaya Hadama

Proceedings of the 1996 Network Operations and Management Symposium, 1996

Prototyping Network Architectures on a Supercomputer.

[BibT_eX]

[DOI]

Proceedings of the 5th International Symposium on High Performance Distributed Computing (HPDC '96), 1996

1995

Real-Time Emulation and Visualization of Large Multimedia Networks.

[BibT_eX]

[DOI]

Proceedings of the Third ACM International Conference on Multimedia '95, 1995

Managing Real-Time Services in Multimedia Networks Using Dynamic Visualization and High-Level Controls.

[BibT_eX]

[DOI]

Proceedings of the Third ACM International Conference on Multimedia '95, 1995

An architecture for performance management of multimedia networks.

[BibT_eX]

Proceedings of the Integrated Network Management IV, 1995

1991

Ausführbare Spezifikation von Directory-Systemen in einer logischen Sprache

[BibT_eX]

[DOI]