Publications

[Extracted from DiVA, the publication database at KTH.]

Villaca, R.; Stadler, R. (2021):
Online Learning under Resource Constraints.
[Conference paper] IFIP/IEEE International Symposium on Integrated Network Management (IM), MAY 17-21, 2021, ELECTR NETWORK; 2021 IFIP/IEEE INTERNATIONAL SYMPOSIUM ON INTEGRATED NETWORK MANAGEMENT (IM 2021) 134-142 [Details]
Samani, F.; Stadler, R.; Flinta, C.; Johnsson, A. (2021):
Conditional Density Estimation of Service Metrics for Networked Services.
IEEE Transactions on Network and Service Management 18: 2350-2364 [Details]
Hammar, K.; Stadler, R. (2020):
Finding Effective Security Strategies through Reinforcement Learning and Self-Play.
[Conference paper] 16th International Conference on Network and Service Management (CNSM) / 2nd International Workshop on Analytics for Service and Application Management (AnServApp) / 1st International Workshop on the Future Evolution of Internet Protocols (IPFuture), NOV 02-06, 2020, ELECTR NETWORK; 2020 16th international conference on network and service management (CNSM) [Details]
Wang, X.; Samani, F.; Stadler, R. (2020):
Online feature selection for rapid, low-overhead learning in networked systems.
[Conference paper] 16th International Conference on Network and Service Management (CNSM) / 2nd International Workshop on Analytics for Service and Application Management (AnServApp) / 1st International Workshop on the Future Evolution of Internet Protocols (IPFuture), NOV 02-06, 2020, ELECTR NETWORK; 2020 16th international conference on network and service management (CNSM) [Details]
Chemouil, P.; Hui, P.; Kellerer, W.; Limam, N.; Stadler, R.; Wen, Y. (2020):
Special Issue on Advances in Artificial Intelligence and Machine Learning for Networking.
IEEE Journal on Selected Areas in Communications 38: 2229-2233 [Details]
Samani, F.; Zhang, H.; Stadler, R. (2019):
Efficient Learning on High-dimensional Operational Data.
[Conference paper] 15th Int Conf on Network and Serv Management (CNSM) / 1st Int Workshop on Analyt for Serv and Application Management (AnServApp) / Int Workshop on High-Precision Networks Operat and Control, Segment Routing and Serv Function Chaining (HiPNet+SR/SFC), OCT 21-25, 2019, Halifax, CANADA; 2019 15th International conference on network and service management (CNSM) [Details]
Chemouil, P.; Hui, P.; Kellerer, W.; Li, Y.; Stadler, R.; Tao, D.; Wen, Y.; Zhang, Y. (2019):
Special Issue on Artificial Intelligence and Machine Learning for Networking and Communications.
IEEE Journal on Selected Areas in Communications 37: 1185-1191 [Details]
Moradi, F.; Stadler, R.; Johnsson, A. (2019):
Performance Prediction in Dynamic Clouds using Transfer Learning.
[Conference paper] 2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019; Arlington; United States; 8 April 2019 through 12 April 2019; 2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019 242-250 [Details]
Samani, F.; Stadler, R.; Johnsson, A.; Flinta, C. (2019):
Demonstration - Predicting Distributions of Service Metrics.
[Conference paper] 2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019; Arlington; United States; 8 April 2019 through 12 April 2019; 2019 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM) 745-746 [Details]
Ahmed, J.; Josefsson, T.; Johnsson, A.; Flinta, C.; Moradi, F.; Pasquini, R.; Stadler, R. (2018):
Automated diagnostic of virtualized service performance degradation.
[Conference paper] 2018 IEEE/IFIP Network Operations and Management Symposium, NOMS 2018, Taipei, Taiwan, April 23-27, 2018; Proceedings 2018 IEEE/IFIP Network Operations and Management Symposium, NOMS 2018 1-9 [Details]
Uddin, M.; Stadler, R.; Clemm, A. (2018):
A bottom-up design for spatial search in large networks and clouds.
International Journal of Network Management 28: [Details]
Yanggratoke, R.; Ahmed, J.; Ardelius, J.; Flinta, C.; Johnsson, A.; Gillblad, D.; Stadler, R. (2018):
A service-agnostic method for predicting service metrics in real time.
International Journal of Network Management 28: [Details]
Samani, F.; Stadler, R. (2018):
Predicting Distributions of Service Metrics using Neural Networks.
[Conference paper] 14th International Conference on Network and Service Management (CNSM), NOV 05-09, 2018, Rome, ITALY; 2018 14TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM) 45-53 [Details]
Flinta, C.; Johnsson, A.; Ahmed, J.; Moradi, F.; Pasquini, R.; Stadler, R. (2017):
Real-time resource prediction engine for cloud management.
[Conference paper] 15th IFIP/IEEE International Symposium on Integrated Network and Service Management, IM 2017, 8 May 2017 through 12 May 2017; Proceedings of the IM 2017 - 2017 IFIP/IEEE International Symposium on Integrated Network and Service Management 877-878 [Details]
Ahmed, J.; Johnsson, A.; Moradi, F.; Pasquini, R.; Flinta, C.; Stadler, R. (2017):
Online approach to performance fault localization for cloud and datacenter services.
[Conference paper] 15th IFIP/IEEE International Symposium on Integrated Network and Service Management, IM 2017, 8 May 2017 through 12 May 2017; Proceedings of the IM 2017 - 2017 IFIP/IEEE International Symposium on Integrated Network and Service Management 873-874 [Details]
Stadler, R.; Pasquini, R.; Fodor, V. (2017):
Learning from Network Device Statistics.
Journal of Network and Systems Management 25: 672-698 [Details]
Pasquini, R.; Stadler, R. (2017):
Learning End-to-end Application QoS from OpenFlow Switch Statistics.
[Conference paper] 3rd IEEE Conference on Network Softwarization (IEEE NetSoft) - Softwarization Sustaining a Hyper-Connected World - En Route to 5G, JUL 03-07, 2017, Bologna, ITALY; 2017 IEEE CONFERENCE ON NETWORK SOFTWARIZATION (IEEE NETSOFT) [Details]
Pasquini, R.; Moradi, F.; Ahmed, J.; Johnsson, A.; Flinta, C.; Stadler, R. (2017):
Predicting SLA Conformance for Cluster-based Services.
[Conference paper] IFIP Networking Conference (IFIP Networking),JUN 12-16, 2017, Stockholm, Sweden; 2017 IFIP Networking Conference (IFIP NETWORKING) and Workshops [Details]
Uddin, M.; Stadler, R.; Clemm, A. (2016):
A Bottom-Up Design for Spatial Search in Large Networks and Clouds.
Report [Details]
Uddin, M.; Stadler, R. (2016):
A bottom-up approach to real-time search in large networks and clouds.
[Conference paper] 2016 IEEE/IFIP Network Operations and Management Symposium, NOMS 2016, 25 April 2016 through 29 April 2016; Proceedings of the NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium 985-990 [Details]
Ahmed, J.; Johnsson, A.; Yanggratoke, R.; Ardelius, J.; Flinta, C.; Stadler, R. (2016):
Predicting SLA conformance for cluster-based services using distributed analytics.
[Conference paper] 2016 IEEE/IFIP Network Operations and Management Symposium, NOMS 2016, 25 April 2016 through 29 April 2016; Proceedings of the NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium 848-852 [Details]
Niwa, T.; Miyazawa, M.; Hayashi, M.; Stadler, R. (2015):
Universal fault detection for NFV using SOM-based clustering.
[Conference paper] 17th Asia-Pacific Network Operations and Management Symposium, APNOMS 2015; Haeundae Grand HotelBusan; South Korea; 17th Asia-Pacific Network Operations and Management Symposium 315-320 [Details]
Yanggratoke, R.; Ahmed, J.; Ardelius, J.; Flinta, C.; Johnsson, A.; Gillblad, D.; Stadler, R. (2015):
Predicting service metrics for cluster-based services using real-time analytics.
[Conference paper] IFIP/IEEE 11th International Conference on Network and Service Management, CNSM 2015, Barcelona, Spain, November 9-13, 2015; IFIP/IEEE 11th International Conference on Network and Service Management, CNSM 2015, Barcelona, Spain, November 9-13, 2015 [Details]
Jennings, B.; Stadler, R. (2015):
Resource Management in Clouds - Survey and Research Challenges.
Journal of Network and Systems Management 23: 567-619 [Details]
Uddin, M.; Stadler, R.; Clemm, A. (2015):
A peer-to-peer design for spatial search system.
Report [Details]
Yanggratoke, R.; Ahmed, J.; Ardelius, J.; Flinta, C.; Johnsson, A.; Gillblad, D.; Stadler, R. (2015):
Predicting Real-time Service-level Metrics from Device Statistics.
[Conference paper] IFIP/IEEE International Symposium on Integrated Network Management, IM 2015, Ottawa, Canada, May 11-15 2015; IFIP/IEEE International Symposium on Integrated Network Management, IM 2015, Ottawa, Canada [Details]
Clemm, A.; Granville, L.; Stadler, R. (2015):
Managing virtualization of networks and services.
Lecture Notes in Computer Science 4785: [Details]
Uddin, M.; Stadler, R.; Clemm, A. (2015):
Spatial Search in Networked Systems.
[Conference paper] 11th International Conference on Network and service management (CNSM), Barcelona, Spain, November 9-13, 2015.; 2015 11TH INTERNATIONAL CONFERENCE ON NETWORK AND SERVICE MANAGEMENT (CNSM) 327-335 [Details]
Miyazawa, M.; Hayashi, M.; Stadler, R. (2015):
VNMF - Distributed fault detection using clustering approach for network function virtualization.
[Conference paper] 14th IFIP/IEEE International Symposium on Integrated Network Management, IM 2015, 11 May 2015 through 15 May 2015; Proceedings of the 2015 IFIP/IEEE International Symposium on Integrated Network Management, IM 2015 640-645 [Details]
Yanggratoke, R.; Ahmed, J.; Ardelius, J.; Flinta, C.; Johnsson, A.; Gillblad, D.; Stadler, R. (2015):
A platform for predicting real-time service-level metrics from device statistics.
[Conference paper] 14th IFIP/IEEE International Symposium on Integrated Network Management, IM 2015, 11 May 2015 through 15 May 2015; Proceedings of the 2015 IFIP/IEEE International Symposium on Integrated Network Management, IM 2015 1141-1142 [Details]
Uddin, M.; Stadler, R.; Miyazawa, M.; Hayashi, M. (2014):
Graph search for cloud network management.
[Conference paper] IEEE/IFIP Network Operations and Management Symposium: Management in a Software Defined World, NOMS 2014, 5 May 2014 - 9 May 2014, Krakow; IEEE/IFIP NOMS 2014 - IEEE/IFIP Network Operations and Management Symposium [Details]
Yanggratoke, R.; Ahmed, J.; Ardelius, J.; Flinta, C.; Johnsson, A.; Gillblad, D.; Stadler, R. (2014):
Predicting Real-time Service-level Metrics from Device Statistics.
Report [Details]
Yanggratoke, R.; Kreitz, G.; Goldmann, M.; Stadler, R.; Fodor, V. (2013):
On the performance of the Spotify backend.
Journal of Network and Systems Management : [Details]
Uddin, M.; Stadler, R.; Clemm, A. (2013):
Scalable Matching and Ranking for Network Search.
[Conference paper] 2013 9th International Conference on Network and Service Management, CNSM 2013 and its three collocated Workshops - ICQT 2013, SVM 2013 and SETM 2013; Zurich; Switzerland; 14 October 2013 through 18 October 2013; 2013 9th International Conference on Network and Service Management (CNSM) 251-259 [Details]
Uddin, M.; Skinner, A.; Stadler, R.; Clemm, A. (2013):
Real-Time Search in Clouds.
[Conference paper] Demonstration Track, In Proc. IEEE/IFIP International Symposium on Integrated Network Management (IM), Ghent, Belgium, May 27-30, 2013.; Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management, IM 2013 1070-1071 [Details]
Wuhib, F.; Yanggratoke, R.; Stadler, R. (2013):
Allocating Compute and Network Resources under Management Objectives in Large-Scale Clouds.
Journal of Network and Systems Management : [Details]
Uddin, M.; Stadler, R.; Clemm, A. (2013):
A Query Language for Network Search.
[Conference paper] Integrated Network Management (IM 2013), 2013 IFIP/IEEE International Symposium on; Date 27-31 May 2013, Ghent, Belgium; Proceedings of the 2013 IFIP/IEEE International Symposium on Integrated Network Management, IM 2013 109-117 [Details]
Wuhib, F.; Stadler, R.; Lindgren, H. (2012):
Dynamic resource allocation with management objectives - Implementation for an OpenStack cloud.
[Conference paper] 2012 8th International Conference on Network and Service Management, CNSM 2012, 22 October 2012 through 26 October 2012, Las Vegas, NV; Proceedings of the 2012 8th International Conference on Network and Service Management, CNSM 2012 309-315 [Details]
Yanggratoke, R.; Kreitz, G.; Goldmann, M.; Stadler, R. (2012):
Predicting response times for the Spotify backend.
[Conference paper] 2012 8th International Conference on Network and Service Management, CNSM 2012; Las Vegas, NV; 22 October 2012 through 26 October 2012; Proceedings of the 2012 8th International Conference on Network and Service Management, CNSM 2012 117-125 [Details]
Uddin, M.; Stadler, R.; Clemm, A. (2012):
Management by Network Search.
Report [Details]
Uddin, M.; Stadler, R.; Clemm, A. (2012):
Management by Network Search.
[Conference paper] IEEE Network Operations and Management Symposium, NOMS 2012; Maui, HI; 16 April 2012 through 20 April 2012; Proceedings of the 2012 IEEE Network Operations and Management Symposium, NOMS 2012 146-154 [Details]
Stadler, R. (2012):
Protocols for Distributed Embedded Management.
Chapter in book [Details]
Stadler, R. (2012):
Protocols for Distributed Management.
Report [Details]
Wuhib, F.; Stadler, R.; Spreitzer, M. (2012):
A Gossip Protocol for Dynamic ResourceManagement in Large Cloud Environments.
IEEE Transactions on Network and Service Management 9: 213-225 [Details]
Yanggratoke, R.; Kreitz, G.; Goldmann, M.; Stadler, R. (2012):
Predicting response times for the Spotify backend.
Report [Details]
Wuhib, F.; Stadler, R.; Lindgren, H. (2012):
Dynamic Resource Allocation with Management Objectives - Implementation for an OpenStack Cloud.
Report [Details]
Santos, A.; Stadler, R. (2012):
Message from dissertation digest chairs.
2012 IEEE Network Operations and Management Symposium, NOMS 2012 : [Details]
Wuhib, F.; Stadler, R. (2011):
Distributed monitoring and resource management for large cloud environments.
[Conference paper] 2011 IFIP/IEEE International Symposium on Integrated Network Management (IM); International Symposium on Integrated Network Management (IM), 2011 IFIP/IEEE 970-975 [Details]
Yanggratoke, R.; Wuhib, F.; Stadler, R. (2011):
Gossip-based Resource Allocationfor Green Computing in Large Clouds.
[Conference paper] The 7th International Conference on Network and Service Management,Paris, France, 24-28 October, 2011; The 7th International Conference on Network and Service Management [Details]
Yanggratoke, R.; Wuhib, F.; Stadler, R. (2011):
Gossip-based Resource Allocation for Green Computing in Large Clouds (long version).
Report [Details]

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