Erik Elmroth
Umeå universitet
H-index: 47
Europe-Sweden
Top articles of Erik Elmroth
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Cost-Efficient Feature Selection for Horizontal Federated Learning | Authorea Preprints | Sourasekhar Banerjee Devvjiit Bhuyan Erik Elmroth Monowar Bhuyan | 2024/2/14 |
A Systematic Approach to Robustness Modelling for Deep Convolutional Neural Networks | arXiv preprint arXiv:2401.13751 | Charles Meyers Mohammad Reza Saleh Sedghpour Tommy Löfstedt Erik Elmroth | 2024/1/24 |
RAVEN: adaptive edge resource allocation with spatio-temporal multiplexing for live video pipelines | Ali Rahmanian Ahmed Ali-Eldin Prashant Shenoy Selome Kostentinos Tesfatsion Björn Skubic | 2024 | |
Robust procedural learning for anomaly detection and observability in 5G RAN | IEEE Transactions on Network and Service Management | Tobias Sundqvist Monowar Bhuyan Erik Elmroth | 2023/10/2 |
COGNIT: Challenges and Vision for a Serverless and Multi-Provider Cognitive Cloud-Edge Continuum | Paul Townend Alberto P Martí Idoia De La Iglesia Nikolaos Matskanis Thomas Ohlson Timoudas | 2023/7/2 | |
Safety-critical computer vision: an empirical survey of adversarial evasion attacks and defenses on computer vision systems | Artificial Intelligence Review | Charles Meyers Tommy Löfstedt Erik Elmroth | 2023/10 |
Bottleneck identification and failure prevention with procedural learning in 5G RAN | Tobias Sundqvist Monowar Bhuyan Erik Elmroth | 2023/5/1 | |
MadFed: Enhancing Federated Learning with Marginal-data Model Fusion. | IEEE Access | Eunil Seo Erik Elmroth | 2023/9/14 |
Intent-driven orchestration: Enforcing service level objectives for cloud native deployments | SN Computer Science | Thijs Metsch Magdalena Viktorsson Adrian Hoban Monica Vitali Ravi Iyer | 2023/3/17 |
The Impact of Directed Pod Eviction on Kubernetes Resource Utilization | Oliver Larsson Cristian Klein Erik Elmroth | 2023/7/17 | |
RAVAS: Interference-Aware Model Selection and Resource Allocation for Live Edge Video Analytics | Ali Rahmanian Ahmed Ali-Eldin Selome Kostentinos Tesfatsion Björn Skubic Harald Gustafsson | 2023/12/6 | |
Accelerating convergence in wireless federated learning by sharing marginal data | Eunil Seo Vinh Pham Erik Elmroth | 2023/1/11 | |
Anomaly Detection and Resolution on the Edge: Solutions and Future Directions | Javad Forough Monowar Bhuyan Erik Elmroth | 2023/7/17 | |
Automated Hyperparameter Tuning for Adaptive Cloud Workload Prediction | Lidia Kidane Paul Townend Thijs Metsch Erik Elmroth | 2023/12/4 | |
Hydragen: A microservice benchmark generator | Mohammad Reza Saleh Sedghpour Aleksandra Obeso Duque Xuejun Cai Björn Skubic Erik Elmroth | 2023/7/2 | |
When and how to retrain machine learning-based cloud management systems | Lidia Kidane Paul Townend Thijs Metsch Erik Elmroth | 2022/5/30 | |
Semi-supervised range-based anomaly detection for cloud systems | IEEE Transactions on Network and Service Management | Pratyush Kr Deka Yash Verma Adil Bin Bhutto Erik Elmroth Monowar Bhuyan | 2022/11/30 |
Deep reinforcement learning for resource management in blockchain-enabled federated learning network | IEEE Networking Letters | Nguyen Quang Hieu The Anh Tran Cong Luong Nguyen Dusit Niyato Dong In Kim | 2022/5/10 |
Reinforced Transformer Learning for VSI-DDoS Detection in Edge Clouds | IEEE Access | Adil Bin Bhutto Xuan Son Vu Erik Elmroth Wee Peng Tay Monowar Bhuyan | 2022/9/6 |
Special issue on co-design of data and computation management in Fog Computing | Future Generation Computer Systems | Monica Vitali Pierluigi Plebani David Bermbach Erik Elmroth | 2022/4 |
Co-Authors
