Andreas Johnsson

Proceedings of the 8th Network Traffic Measurement and Analysis Conference, 2024

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

[BibT_eX]

[DOI]

Forough Shahab Samani

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

Generalizable One-Way Delay Prediction Models for Heterogeneous UEs in 5G Networks.

[BibT_eX]

[DOI]

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

On Multi-Objective Neural Architecture Search for Modeling Network Performance.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Network of the Future, 2024

2023

Change Point Detection with Adaptive Measurement Schedules for Network Performance Verification.

[BibT_eX]

[DOI]

Proc. ACM Meas. Anal. Comput. Syst., December, 2023

DietTopp: A first implementation and evaluation of a simplified bandwidth measurement method.

[BibT_eX]

[DOI]

CoRR, 2023

Domain Adaptation for Network Performance Modeling with and without Labeled Data.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2023, 2023

On the Impact of Blackhole-Attack Variations on ML-based Intrusion Detection Systems in IoT.

[BibT_eX]

[DOI]

Proceedings of the NOMS 2023, 2023

2022

Evolving 5G: ANIARA, an Edge-Cloud perspective.

[BibT_eX]

[DOI]

CoRR, 2022

Prediction and exposure of delays from a base station perspective in 5G and beyond networks.

[BibT_eX]

[DOI]

Proceedings of the 5G-MeMU '22: Proceedings of the ACM SIGCOMM Workshop on 5G and Beyond Network Measurements, 2022

Exploring Approaches for Heterogeneous Transfer Learning in Dynamic Networks.

[BibT_eX]

[DOI]

Fernando García Sanz

Masoumeh Ebrahimi

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

Demonstration of Policy-Induced Unsupervised Feature Selection in a 5G network.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Policy-Induced Unsupervised Feature Selection: A Networking Case Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Measurement-based Admission Control in Sliced Networks: A Best Arm Identification Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

2021

Conditional Density Estimation of Service Metrics for Networked Services.

[BibT_eX]

[DOI]

Forough Shahab Samani

Rolf Stadler

IEEE Trans. Netw. Serv. Manag., 2021

Source Selection in Transfer Learning for Improved Service Performance Predictions.

[BibT_eX]

[DOI]

Proceedings of the IFIP Networking Conference, 2021

Towards Source Selection in Transfer Learning for Cloud Performance Prediction.

[BibT_eX]

[DOI]

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

On Heterogeneous Transfer Learning for Improved Network Service Performance Prediction.

[BibT_eX]

[DOI]

Fernando García Sanz

Masoumeh Ebrahimi

Proceedings of the IEEE Global Communications Conference, 2021

Decentralizing Computation with Edge Computing: Potential and Challenges.

[BibT_eX]

[DOI]

Proceedings of the IWCI'21: Proceedings of the Interdisciplinary Workshop on (de) Centralization in the Internet, 2021

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

[BibT_eX]

[DOI]

Xiaoxuan Wang

Forough Shahab Samani

Rolf Stadler

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

Evolving 5G: ANIARA, an edge-cloud perspective.

[BibT_eX]

[DOI]

Proceedings of the CF '21: Computing Frontiers Conference, 2021

2020

Towards Intelligent Industry 4.0 5G Networks: A First Throughput and QoE Measurement Campaign.

[BibT_eX]

[DOI]

Proceedings of the 28th International Conference on Software, 2020

Predicting Round-Trip Time Distributions in IoT Systems using Histogram Estimators.

[BibT_eX]

[DOI]

Wenqing Yan

Proceedings of the NOMS 2020, 2020

Predictive Bandits.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019

On Network Performance Indicators for Network Promoter Score Estimation.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Quality of Multimedia Experience QoMEX 2019, 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]

Farnaz Moradi

Rolf Stadler

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

Machine Learning Based Active Measurement Proxy for IoT Systems.

[BibT_eX]

[DOI]

Wenqing Yan

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

2018

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

[BibT_eX]

[DOI]

Int. J. Netw. Manag., 2018

On performance observability in IoT systems using active measurements.

[BibT_eX]

[DOI]

Christian Rohner

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

Automated diagnostic of virtualized service performance degradation.

[BibT_eX]

[DOI]

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

2017

Predicting SLA conformance for cluster-based services.

[BibT_eX]

[DOI]

Proceedings of the 2017 IFIP Networking Conference, 2017

ConMon: An automated container based network performance monitoring system.

[BibT_eX]

[DOI]

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

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

On time-stamp accuracy of passive monitoring in a container execution environment.

[BibT_eX]

[DOI]

Proceedings of the 2016 IFIP Networking Conference, 2016

On Measurement Endpoint Placement Using Genetic Algorithms for Network Observability.

[BibT_eX]

[DOI]

Catalin Meirosu

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Scalability and Dimensioning of Network-Capacity Measurement System using Reflecting Servers.

[BibT_eX]

[DOI]

Svante Ekelin

CoRR, 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

KVM virtualization impact on active round-trip time measurements.

[BibT_eX]

[DOI]

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

2014

Online network performance degradation localization using probabilistic inference and change detection.

[BibT_eX]

[DOI]

Catalin Meirosu

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

2013

Towards automatic network fault localization in real time using probabilistic inference.

[BibT_eX]

[DOI]

Catalin Meirosu

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

2012

Ericsson Two-Way Active Measurement Protocol (TWAMP) Value-Added Octets.

[BibT_eX]

[DOI]

Steve Baillargeon

RFC, November, 2012

2011

Towards automatic provisioning and validation of Ethernet services over transport networks.

[BibT_eX]

[DOI]

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

2008

On measuring available bandwidth in wireless networks.

[BibT_eX]

[DOI]

Proceedings of the LCN 2008, 2008

2007

Modeling, Implementation and Evaluation of IP Network Bandwidth Measurement Methods.

[BibT_eX]

[DOI]

PhD thesis, 2007

2006

Real-Time Measurement of End-to-End Available Bandwidth using Kalman Filtering.

[BibT_eX]

[DOI]

Proceedings of the Management of Integrated End-to-End Communications and Services, 2006

An Analysis of Active End-to-end Bandwidth Measurements in Wireless Networks.

[BibT_eX]

[DOI]

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

2005

Bandwidth Measurement in Wireless Networks.

[BibT_eX]

[DOI]

Proceedings of the Challenges in Ad Hoc Networking, 2005

2004

On the Analysis of Packet-Train Probing Schemes.

[BibT_eX]

Proceedings of the International Conference on Communications in Computing, 2004

A Study of Dispersion-based Measurement Methods in IEEE 802.11 Ad-hoc Networks.

[BibT_eX]