Andreas Johnsson

66 papers A* 1B 35Misc 1Journal 15Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automated Model Design using Gated Neuron Selection in Telecom.
CoRR
Adam Orucu, Marcus Medhage, Farnaz Moradi, Andreas Johnsson, Sarunas Girdzijauskas
2026 J jnl
Quantifying Catastrophic Forgetting in IoT Intrusion Detection Systems.
CoRR
Sourasekhar Banerjee, David Bergqvist, Salman Toor, Christian Rohner, Andreas Johnsson
2025 B conf
Factors Influencing LSTM Model Generalizability for IoT Intrusion Detection.
NetSoft
Amin Kaveh, Noah Wassberg, Christian Rohner, Andreas Johnsson
2025 B conf
Measurement-Efficient Dynamics Change Detection in On-Off Models for Dynamic Spectrum Access.
Networking
Simon Lindståhl, Alexandre Proutière, Andreas Johnsson
2025 B conf
Meta Learning for Improved Policy Transfer in Changing Network Environments.
NetSoft
Simon Damberg, Hannes Larsson, Andreas Johnsson
2025 J jnl
Multi-Generator Continual Learning for Robust Delay Prediction in 6G.
CoRR
Xiaoyu Lan, Jalil Taghia, Hannes Larsson, Andreas Johnsson
2025 J jnl
On Measuring Available Capacity in High-speed Cloud Networks.
CoRR
Ganapathy Raman Madanagopal, Christofer Flinta, Andreas Johnsson, Farnaz Moradi, Daniel Turull
2024 — conf
Change Point Detection with Adaptive Measurement Schedules for Network Performance Verification.
SIGMETRICS/Performance (Abstracts)
Simon Lindståhl, Alexandre Proutière, Andreas Johnsson
2024 B conf
Comparing Transfer Learning and Rollout for Policy Adaptation in a Changing Network Environment.
NOMS
Forough Shahab Samani, Hannes Larsson, Simon Damberg, Andreas Johnsson, Rolf Stadler
2024 B conf
Generalizable One-Way Delay Prediction Models for Heterogeneous UEs in 5G Networks.
NOMS
Akhila Rao, Hassam Riaz, Aleksandr Zavodovski, Rami Mochaourab, Viktor Berggren, Andreas Johnsson
2024 — conf
On Multi-Objective Neural Architecture Search for Modeling Network Performance.
NoF
Adam Orucu, Farnaz Moradi, Masoumeh Ebrahimi, Andreas Johnsson
2024 — conf
RoME-QCD: Robust and Measurement Efficient Quickest Change Detection in 5G Networks.
TMA
Simon Lindståhl, Alexandre Proutière, Andreas Johnsson
2024 J jnl
Towards Neural Architecture Search for Transfer Learning in 6G Networks.
CoRR
Adam Orucu, Farnaz Moradi, Masoumeh Ebrahimi, Andreas Johnsson
2023 J jnl
Change Point Detection with Adaptive Measurement Schedules for Network Performance Verification.
Proc. ACM Meas. Anal. Comput. Syst.
Simon Lindståhl, Alexandre Proutière, Andreas Johnsson
2023 J jnl
DietTopp: A first implementation and evaluation of a simplified bandwidth measurement method.
CoRR
Andreas Johnsson, Bob Melander, Mats Björkman
2023 B conf
Domain Adaptation for Network Performance Modeling with and without Labeled Data.
NOMS
Hannes Larsson, Farnaz Moradi, Jalil Taghia, Xiaoyu Lan, Andreas Johnsson
2023 B conf
On the Impact of Blackhole-Attack Variations on ML-based Intrusion Detection Systems in IoT.
NOMS
Amin Kaveh, Adam Pettersson, Christian Rohner, Andreas Johnsson
2022 — conf
Demonstration of Policy-Induced Unsupervised Feature Selection in a 5G network.
INFOCOM Workshops
Jalil Taghia, Farnaz Moradi, Hannes Larsson, Xiaoyu Lan, Masoumeh Ebrahimi, Andreas Johnsson
2022 J jnl
Evolving 5G: ANIARA, an Edge-Cloud perspective.
CoRR
Ian Marsh, Wolfgang John, Ali Balador, Federico Tonini, Jalil Taghia, Andreas Johnsson, Paolo Monti, Jonas Gustafsson, Pontus Sköldström, Johan Sjöberg, Jim Dowling
2022 B conf
Exploring Approaches for Heterogeneous Transfer Learning in Dynamic Networks.
NOMS
Fernando García Sanz, Masoumeh Ebrahimi, Andreas Johnsson
2022 B conf
Measurement-based Admission Control in Sliced Networks: A Best Arm Identification Approach.
GLOBECOM
Simon Lindståhl, Alexandre Proutière, Andreas Johnsson
2022 J jnl
Measurement-based Admission Control in Sliced Networks: A Best Arm Identification Approach.
CoRR
Simon Lindståhl, Alexandre Proutière, Andreas Johnsson
2022 A* conf
Policy-Induced Unsupervised Feature Selection: A Networking Case Study.
INFOCOM
Jalil Taghia, Farnaz Moradi, Hannes Larsson, Xiaoyu Lan, Masoumeh Ebrahimi, Andreas Johnsson
2022 — conf
Prediction and exposure of delays from a base station perspective in 5G and beyond networks.
5G-MeMZ@SIGCOMM
Akhila Rao, William Tärneberg, Emma Fitzgerald, Lorenzo Corneo, Aleksandr Zavodovski, Omkar Rai, Sixten Johansson, Viktor Berggren, Hassam Riaz, Caner Kilinc, Andreas Johnsson
2021 J jnl
Conditional Density Estimation of Service Metrics for Networked Services.
IEEE Trans. Netw. Serv. Manag.
Forough Shahab Samani, Rolf Stadler, Christofer Flinta, Andreas Johnsson
2021 — conf
Decentralizing Computation with Edge Computing: Potential and Challenges.
IWCI@CoNEXT
Aleksandr Zavodovski, Lorenzo Corneo, Andreas Johnsson, Nitinder Mohan, Suzan Bayhan, Pengyuan Zhou, Walter Wong, Jussi Kangasharju
2021 — conf
Evolving 5G: ANIARA, an edge-cloud perspective.
CF
Ian Marsh, Nicolae Paladi, Henrik Abrahamsson, Jonas Gustafsson, Johan Sjöberg, Andreas Johnsson, Pontus Sköldström, Jim Dowling, Paolo Monti, Melina Vruna, Mohsen Amiribesheli
2021 B conf
On Heterogeneous Transfer Learning for Improved Network Service Performance Prediction.
GLOBECOM
Fernando García Sanz, Masoumeh Ebrahimi, Andreas Johnsson
2021 B conf
Online Feature Selection for Low-overhead Learning in Networked Systems.
CNSM
Xiaoxuan Wang, Forough Shahab Samani, Andreas Johnsson, Rolf Stadler
2021 B conf
Source Selection in Transfer Learning for Improved Service Performance Predictions.
Networking
Hannes Larsson, Jalil Taghia, Farnaz Moradi, Andreas Johnsson
2021 B conf
Towards Source Selection in Transfer Learning for Cloud Performance Prediction.
IM
Hannes Larsson, Jalil Taghia, Farnaz Moradi, Andreas Johnsson
2020 B conf
Predicting Round-Trip Time Distributions in IoT Systems using Histogram Estimators.
NOMS
Christofer Flinta, Wenqing Yan, Andreas Johnsson
2020 — conf
Predictive Bandits.
CDC
Simon Lindståhl, Alexandre Proutière, Andreas Johnsson
2020 J jnl
Predictive Bandits.
CoRR
Simon Lindståhl, Alexandre Proutière, Andreas Johnsson
2020 Misc conf
Towards Intelligent Industry 4.0 5G Networks: A First Throughput and QoE Measurement Campaign.
SoftCOM
William Tärneberg, Omar Hamsis, John Hedlund, Kjell Brunnström, Emma Fitzgerald, Andreas Johnsson, Viktor Berggren, Maria Kihl, Akhila Rao, Rebecca Steinert, Caner Kilinc
2019 B conf
Demonstration: Predicting Distributions of Service Metrics.
IM
Forough Shahab, Rolf Stadler, Andreas Johnsson, Christofer Flinta
2019 B conf
Machine Learning Based Active Measurement Proxy for IoT Systems.
IM
Andreas Johnsson, Christofer Flinta, Wenqing Yan
2019 B conf
On Network Performance Indicators for Network Promoter Score Estimation.
QoMEX
Selim Ickin, Jawwad Ahmed, Andreas Johnsson, Jörgen Gustafsson
2019 B conf
Performance Prediction in Dynamic Clouds using Transfer Learning.
IM
Andreas Johnsson, Farnaz Moradi, Rolf Stadler
2018 J jnl
A service-agnostic method for predicting service metrics in real time.
Int. J. Netw. Manag.
Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler
2018 B conf
Automated diagnostic of virtualized service performance degradation.
NOMS
Jawwad Ahmed, Tim Josefsson, Andreas Johnsson, Christofer Flinta, Farnaz Moradi, Rafael Pasquini, Rolf Stadler
2018 B conf
On performance observability in IoT systems using active measurements.
NOMS
Andreas Johnsson, Christian Rohner
2017 B conf
ConMon: An automated container based network performance monitoring system.
IM
Farnaz Moradi, Christofer Flinta, Andreas Johnsson, Catalin Meirosu
2017 B conf
Online approach to performance fault localization for cloud and datacenter services.
IM
Jawwad Ahmed, Andreas Johnsson, Farnaz Moradi, Rafael Pasquini, Christofer Flinta, Rolf Stadler
2017 B conf
Predicting SLA conformance for cluster-based services.
Networking
Rafael Pasquini, Farnaz Moradi, Jawwad Ahmed, Andreas Johnsson, Christofer Flinta, Rolf Stadler
2017 B conf
Real-time resource prediction engine for cloud management.
IM
Christofer Flinta, Andreas Johnsson, Jawwad Ahmed, Farnaz Moradi, Rafael Pasquini, Rolf Stadler
2016 B conf
On Measurement Endpoint Placement Using Genetic Algorithms for Network Observability.
GLOBECOM
Andreas Johnsson, Catalin Meirosu
2016 B conf
On time-stamp accuracy of passive monitoring in a container execution environment.
Networking
Farnaz Moradi, Christofer Flinta, Andreas Johnsson, Catalin Meirosu
2016 B conf
Predicting SLA conformance for cluster-based services using distributed analytics.
NOMS
Jawwad Ahmed, Andreas Johnsson, Rerngvit Yanggratoke, John Ardelius, Christofer Flinta, Rolf Stadler
2015 B conf
A platform for predicting real-time service-level metrics from device statistics.
IM
Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler
2015 B conf
KVM virtualization impact on active round-trip time measurements.
IM
Ramide Dantas, Djamel Sadok, Christofer Flinta, Andreas Johnsson
2015 J jnl
Predicting SLA Violations in Real Time using Online Machine Learning.
CoRR
Jawwad Ahmed, Andreas Johnsson, Rerngvit Yanggratoke, John Ardelius, Christofer Flinta, Rolf Stadler
2015 B conf
Predicting real-time service-level metrics from device statistics.
IM
Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler
2015 B conf
Predicting service metrics for cluster-based services using real-time analytics.
CNSM
Rerngvit Yanggratoke, Jawwad Ahmed, John Ardelius, Christofer Flinta, Andreas Johnsson, Daniel Gillblad, Rolf Stadler
2015 J jnl
Scalability and Dimensioning of Network-Capacity Measurement System using Reflecting Servers.
CoRR
Svante Ekelin, Andreas Johnsson, Christofer Flinta
2014 B conf
Online network performance degradation localization using probabilistic inference and change detection.
NOMS
Andreas Johnsson, Catalin Meirosu, Christofer Flinta
2013 B conf
Towards automatic network fault localization in real time using probabilistic inference.
IM
Andreas Johnsson, Catalin Meirosu
2012 J jnl
Ericsson Two-Way Active Measurement Protocol (TWAMP) Value-Added Octets.
RFC
Steve Baillargeon, Christofer Flinta, Andreas Johnsson
2011 — conf
Towards automatic provisioning and validation of Ethernet services over transport networks.
Integrated Network Management
Andreas Johnsson, Catalin Meirosu, Navid Anjum, Amir Tirdad
2008 B conf
On measuring available bandwidth in wireless networks.
LCN
Andreas Johnsson, Mats Björkman
2007 — —
Modeling, Implementation and Evaluation of IP Network Bandwidth Measurement Methods.
Andreas Johnsson
2006 — conf
An Analysis of Active End-to-end Bandwidth Measurements in Wireless Networks.
E2EMON
Andreas Johnsson, Mats Björkman, Bob Melander
2006 B conf
Real-Time Measurement of End-to-End Available Bandwidth using Kalman Filtering.
NOMS
Svante Ekelin, Martin Nilsson, Erik Hartikainen, Andreas Johnsson, Jan-Erik Mångs, Bob Melander, Mats Björkman
2005 — conf
Bandwidth Measurement in Wireless Networks.
Med-Hoc-Net
Andreas Johnsson, Bob Melander, Mats Björkman
2004 — conf
A Study of Dispersion-based Measurement Methods in IEEE 802.11 Ad-hoc Networks.
Communications in Computing
Andreas Johnsson, Mats Björkman, Bob Melander
2004 — conf
On the Analysis of Packet-Train Probing Schemes.
Communications in Computing
Andreas Johnsson, Bob Melander, Mats Björkman