Johan Eker

Computer Science · Physical Sciences

23h-index3.7kcitations93works3.02yr avg
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Research Topics

Embedded Systems Design Techniques(39), Real-Time Systems Scheduling(37), Parallel Computing and Optimization Techniques(15), Cloud Computing and Resource Management(14), Interconnection Networks and Systems(11)

Publications93 total

Real-Time Adaptive Anomaly Detection in Industrial IoT Environments
arXiv (Cornell University)·2026Open Access
ALogSCAN: A Self-Supervised Dual Network for Adaptive and Timely Log Anomaly Detection in Clouds
IEEE Transactions on Machine Learning in Communications and Networking·2025Open Access
Asynchronous Real-Time Federated Learning for Anomaly Detection in Microservice Cloud Applications
IEEE Transactions on Machine Learning in Communications and Networking·2025· 7 citedOpen Access
Keynote Speech 3 Cloudy with a Chance of Offloading: The Lighter Side of Edge Computing
2024
Automated Log Message Embeddings
2024
Keynote Speech 3 Cloudy with a Chance of Offloading: The Lighter Side of Edge Computing
2024
Real-Time Adaptive Anomaly Detection in Industrial IoT Environments
IEEE Transactions on Network and Service Management·2024· 17 citedOpen Access
A Data-Driven Approach for Adaptive Real-Time Log Parsing in Cloud Environments
2024· 1 cited
Reference Implementation of the PID Controller
IFAC-PapersOnLine·2024· 2 citedOpen Access
Real-Time Anomaly Detection Using Distributed Tracing in Microservice Cloud Applications
2023· 8 citedOpen Access
Program
2023Open Access
A Deep Learning Approach for Root Cause Analysis in Real-Time IIoT Edge Networks
2023· 8 cited
DDPC: Automated Data-Driven Power-Performance Controller Design on-the-fly for Latency-sensitive Web Services
2023· 5 cited
A Deep Learning Approach for Real-Time Application-Level Anomaly Detection in IoT Data Streaming
2023· 4 cited
A Proactive Cloud Application Auto-Scaler using Reinforcement Learning
2022· 3 citedOpen Access
Automatic Differentiation over Fluid Models for Holistic Load Balancing
2022Open Access
Adaptive Control of Data Center Cooling using Deep Reinforcement Learning
2022· 3 citedOpen Access
The 6G Computing Continuum (6GCC): Meeting the 6G computing challenges
2022· 7 citedOpen Access
Towards a Holistic Controller
2021· 2 citedOpen Access
A Cloud-Enabled Rate-Switching MPC Architecture
2020· 21 cited
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Frequent Co-authors

Karl-Erik Årzén(14), Anton Cervin(13), Jörn W. Janneck(8), Carl von Platen(6), Edward A. Lee(4), Maria Kihl(4), Per Skarin(4), Mahsa Raeiszadeh(4), Amin Ebrahimzadeh(4), Roch Glitho(4), Raquel A. F. Mini(4), Shuvra S. Bhattacharyya(3), Marco Mattavelli(3), Mickaël Raulet(3), Enrico Bini(3), Victor Millnert(3), Bo Bernhardsson(2), Lui Sha(2), Bo Lincoln(2), Giorgio Buttazzo(2)