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Staff photo Erik Elmroth

Erik Elmroth

Contact

E-mail
erik.elmroth@umu.se
Phone
+46 90 786 69 86, +46 70 315 39 28

Works at

Affiliation
Professor at Department of Computing Science Role: Head of department
Location
Naturvetarhuset Plan 2, Naturvetarhuset, C2-01-03 Umeå universitet, 901 87 Umeå
2019
Multivariate LSTM-Based Location-Aware Workload Prediction for Edge Data Centers
Proceedings, 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, IEEE 2019 : 341-350
Nguyen, Chanh; Klein, Cristian; Elmroth, Erik
2019
Why Cloud Applications Are not Ready for the Edge (yet)
Proceedings of the 4th ACM/IEEE Symposium on Edge Computing, IEEE 2019 : 250-263
Nguyen, Chanh Le Tan; Mehta, Amardeep; Klein, Cristian; et al.
2019
Graph-based Interactive Data Federation System for Heterogeneous Data Retrieval and Analytics
Proceedings of The World Wide Web Conference WWW 2019, New York, NY, USA: ACM Digital Library 2019 : 3595-3599
Vu, Xuan-Son; Addi, Ait-Mlouk; Elmroth, Erik; et al.
2018
SmallTail: Scaling Cores and Probabilistic Cloning Requests for Web Systems
15TH IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING (ICAC 2018), IEEE 2018 : 31-40
Bayuh Lakew, Ewnetu; Birke, Robert; Perez, Juan F.; et al.
2018
Multi-Scale Low-Rate DDoS Attack Detection Using the Generalized Total Variation Metric
17th IEEE International Conference on Machine Learning and Applications, IEEE 2018 : 1040-1047
Bhuyan, Monowar H.; Elmroth, Erik
2018
ScSF: a scheduling simulation framework
Proceedings of the 21th Workshop on Job Scheduling Strategies for Parallel Processing, Springer 2018 : 152-173
Gonzalo P., Rodrigo; Elmroth, Erik; Östberg, Per-Olov; et al.
2018
Adaptive Anomaly Detection in Performance Metric Streams
IEEE Transactions on Network and Service Management, IEEE 2018, Vol. 15, (1) : 217-231
Ibidunmoye, Olumuyiwa; Ali-Reza, Rezaie; Elmroth, Erik
2018
Efficient Resource Management for Data Centers: The ACTiCLOUD Approach
2018 International conference on embedded computer systems: architectures, modeling, and simulation (SAMOS XVIII), Association for Computing Machinery (ACM) 2018 : 244-246
Karakostas, Vasileios; Goumas, Georgios; Bayuh Lakew, Ewnetu; et al.
2018
ALPACA: Application Performance Aware Server Power Capping
ICAC 2018: 2018 IEEE International Conference on Autonomic Computing (ICAC), Trento, Italy, September 3-7, 2018, IEEE Computer Society 2018 : 41-50
Krzywda, Jakub; Ali-Eldin, A.; Wadbro, Eddie; et al.
2018
Power-performance tradeoffs in data center servers: DVFS, CPUpinning, horizontal, and vertical scaling
Future generations computer systems, Vol. 81 : 114-128
Krzywda, Jakub; Ali-Eldin, Ahmed; Carlson, Trevor E.; et al.
2018
Utility-based Allocation of Industrial IoT Applications in Mobile Edge Clouds
Report / UMINF, 18.11
Mehta, Amardeep; Bayuh Lakew, Ewnetu; Tordsson, Johan; et al.
2018
Utility-based Allocation of Industrial IoT Applications in Mobile Edge Clouds
2018 IEEE 37th International Performance Computing and Communications Conference (IPCCC)
Mehta, Amardeep; Bayuh Lakew, Ewnetu; Tordsson, Johan; et al.
2018
Distributed Cost-Optimized Placement for Latency-Critical Applications in Heterogeneous Environments
Proceedings of the IEEE 15th International Conference on Autonomic Computing (ICAC), IEEE Computer Society 2018 : 121-130
Mehta, Amardeep; Elmroth, Erik
2018
Towards understanding HPC users and systems: a NERSC case study
Journal of Parallel and Distributed Computing, Elsevier 2018, Vol. 111 : 206-221
Rodrigo, Gonzalo P.; Östberg, Per-Olov; Elmroth, Erik; et al.
2017
Connecting Fog and Cloud Computing
IEEE Cloud Computing, IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC 2017, Vol. 4, (2) : 22-25
Elmroth, Erik; Leitner, Philipp; Schulte, Stefan; et al.
2017
ACTiCLOUD: Enabling the Next Generation of Cloud Applications
2017 IEEE 37TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS (ICDCS 2017), IEEE Computer Society 2017 : 1836-1845
Goumas, Georgios; Nikas, Konstantinos; Lakew, Ewnetu Bayuh; et al.
2017
A Black-box Approach for Detecting Systems Anomalies in Virtualized Environments
2017 IEEE International Conference on Cloud and Autonomic Computing (ICCAC 2017), IEEE 2017 : 22-33
Ibidunmoye, Olumuyiwa; Lakew, Ewnetu Bayuh; Elmroth, Erik
2017
Performance Anomaly Detection using Datacenter Landscape Graphs
2nd IEEE International Conference on Big Data, Cloud Computing, and Data Science (BCD 2017), Hamamatsu, Japan, July 9-13, 2017
Ibidunmoye, Olumuyiwa; Metsch, Thijs; Bayon-Molino, Victor; et al.
2017
Adaptive Service Performance Control using Cooperative Fuzzy Reinforcement Learning in Virtualized Environments
UCC '17 Proceedings of the10th International Conference on Utility and Cloud Computing, IEEE/ACM 2017 : 19-28
Ibidunmoye, Olumuyiwa; Moghadam, Mahshid Helali; Lakew, Ewnetu Bayuh; et al.
2017
KPI-agnostic Control for Fine-Grained Vertical Elasticity
2017 17TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND GRID COMPUTING (CCGRID), IEEE 2017 : 589-598
Lakew, Ewnetu Bayuh; Papadopoulos, Alessandro Vittorio; Maggio, Martina; et al.
2017
Calvin Constrained: A Framework for IoT Applications in Heterogeneous Environments
2017 IEEE 37TH International Conference on Distributed Computing Systems (ICDCS 2017), IEEE Computer Society 2017 : 1063-1073
Mehta, Amardeep; Baddour, Rami; Svensson, Fredrik; et al.
2017
Location-aware load prediction in edge data centers
2017 Second International Conference on Fog and Mobile Edge Computing (FMEC), IEEE 2017 : 25-31
Nguyen, Chanh Le Tan; Klein, Cristian; Elmroth, Erik
2017
Power-aware cloud brownout: response time and power consumption control
2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC), IEEE 2017 : 2686-2691
Papadopoulos, Alessandro Vittorio; Krzywda, Jakub; Elmroth, Erik; et al.
2017
Power-aware cloud brownout: Response time and power consumption control
2017 IEEE 56th Annual Conference on Decision and Control (CDC), IEEE 2017 : 2686-2691
Papadopoulos, Alessandro Vittorio; Krzywda, Jakub; Elmroth, Erik; et al.
2017
Incentivizing Self-Capping to Increase Cloud Utilization
Proceedings of the 2017 Symposium on Cloud Computing (SOCC '17), Association for Computing Machinery (ACM) 2017 : 52-65
Shahrad, Mohammad; Klein, Cristian; Zheng, Liang; et al.
2017
Dynamic application placement in the Mobile Cloud Network
Future generations computer systems, Vol. 70 : 163-177
Tärneberg, William; Mehta, Amardeep; Wadbro, Eddie; et al.
2017
Personality-based Knowledge Extraction for Privacy-preserving Data Analysis
K-CAP 2017 - Proceedings of the Knowledge Capture Conference
Vu, Xuan-Son; Jiang, Lili; Brändström, Anders; et al.
2016
Modeling and Placement of Cloud Services with Internal Structure
IEEE Transactions on Cloud Computing, IEEE Computer Society 2016, Vol. 4, (4) : 429-439
Espling, Daniel; Larsson, Lars; Li, Wubin; et al.
2016
A hybrid cloud controller for vertical memory elasticity: a control-theoretic approach
Future generations computer systems, Elsevier 2016, Vol. 65 : 57-72
Farokhi, Soodeh; Jamshidi, Pooyan; Lakew, Ewnetu Bayuh; et al.
2016
Blackbox Strategies for Detecting Service Performance Anomalies in Virtualized Environments
Report / UMINF, 16.20
Ibidunmoye, Olumuyiwa; Elmroth, Erik
2016
Real-time Detection of Performance Anomalies for Cloud Services
2016 IEEE/ACM 24th International Symposium on Quality of Service (IWQoS 2016), IEEE Communications Society 2016 : 164-165
Ibidunmoye, Olumuyiwa; Metsch, Thijs; Elmroth, Erik
2016
How beneficial are intermediate layer Data Centers in Mobile Edge Networks?
2016 IEEE 1st International Workshops on Foundations and Applications of Self-* Systems : 222-229
Mehta, Amardeep; Tärneberg, William; Klein, Cristian; et al.
2016
Control-based load-balancing techniques: Analysis and performance evaluation via a randomized optimization approach
Control Engineering Practice, Elsevier 2016, Vol. 52 : 24-34
Papadopoulos, Alessandro Vittorio; Klein, Cristian; Maggio, Martina; et al.
2016
Towards Understanding Job Heterogeneity in HPC: A NERSC Case Study
2016 16TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND GRID COMPUTING (CCGRID) : 521-526
Rodrigo, Gonzalo P.; Östberg, Per-Olov; Elmroth, Erik; et al.
2016
Decentralized cloud datacenter reconsolidation through emergent and topology-aware behavior
Future generations computer systems, Elsevier: 2016, Vol. 56 : 51-63
Sedaghat, Mina; Hernández-Rodriguez, Francisco; Elmroth, Erik
2016
DieHard: Reliable Scheduling to Survive Correlated failures in Cloud Data Centers
2016 16th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid)
Sedaghat, Mina; Wadbro, Eddie; Wilkes, John; et al.
2016
Service Level and Performance Aware Dynamic Resource Allocation in Overbooked Data Centers
2016 16TH IEEE/ACM INTERNATIONAL SYMPOSIUM ON CLUSTER, CLOUD AND GRID COMPUTING (CCGRID) : 42-51
Tomas, Luis; Bayuh Lakew, Ewnetu; Elmroth, Erik
2015
Analysis and characterization of a Video-on-Demand service workload
Proceedings of the 6th ACM Multimedia Systems Conference, MMSys 2015, ACM Digital Library 2015 : 189-200
Ali-Eldin, Ahmed; Kihl, Maria; Tordsson, Johan; et al.
2015
Contextualization: dynamic configuration of virtual machines
Journal of Cloud Computing - Advances, Systems and Applications, Springer 2015, Vol. 4, (17)
Armstrong, Django; Espling, Daniel; Tordsson, Johan; et al.
2015
METHOD, NODE AND COMPUTER PROGRAM FOR ENABLING AUTOMATIC ADAPTATION OF RESOURCE UNITS
Elmroth, E.; Gardfjall, P.; Tordsson, J.; et al.
2015
Coordinating CPU and Memory Elasticity Controllers to Meet Service Response Time Constraints
2015 INTERNATIONAL CONFERENCE ON CLOUD AND AUTONOMIC COMPUTING (ICCAC) : 69-80
Farokhi, Soodeh; Lakew, Ewnetu Bayuh; Klein, Cristian; et al.
2015
Performance Anomaly Detection and Bottleneck Identification
ACM Computing Surveys, Association for Computing Machinery (ACM) 2015, Vol. 48, (1)
Ibidunmoye, Olumuyiwa; Francisco, Hernandez-Rodriguez; Elmroth, Erik
2015
Telco Clouds: Modelling and Simulation
The 5th International Conference on Cloud Computing and Services Science (CLOSER 2015)
Krzywda, Jakub; Tärneberg, William; Östberg, Per-Olov; et al.
2015
A Sensor-Actuator Model for Data Center Optimization
2015 INTERNATIONAL CONFERENCE ON CLOUD AND AUTONOMIC COMPUTING (ICCAC), New York: IEEE Computer Society 2015 : 192-195
Krzywda, Jakub; Östberg, Per-Olov; Elmroth, Erik
2015
Performance-Based Service Differentiation in Clouds
2015 15th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGrid), IEEE conference proceedings 2015 : 505-514
Lakew, Ewnetu B.; Klein, Cristian; Hernandez-Rodriguez, Francisco; et al.
2015
Online Spike Detection in Cloud Workloads
2015 IEEE INTERNATIONAL CONFERENCE ON CLOUD ENGINEERING (IC2E 2015), New York: IEEE Computer Society 2015 : 446-451
Mehta, Amardeep; Durango, Jonas; Tordsson, Johan; et al.
2015
Apex lake: a framework for enabling smart orchestration
Proceedings of the Industry Track of the 16th ACM/IFIP/USENIX Middleware Conference, New York, USA: Association for Computing Machinery (ACM) 2015 : 1-7
Metsch, Thijs; Ibidunmoye, Olumuyiwa; Bayon-Molino, Victor; et al.
2015
PEAS: A Performance Evaluation framework for Auto-Scaling strategies in cloud applications
Papadopoulos, Alessandro Vittorio; Ali-Eldin, Ahmed; Årzén, Karl-Erik; et al.
2015
Priority operators for fairshare scheduling
Job scheduling strategies for parallel processing (JSSPP 2014) : 70-89
Rodrigo, Gonzalo P.; Östberg, Per-Olov; Elmroth, Erik
2015
HPC System Lifetime Story: Workload Characterization and Evolutionary Analyses on NERSC Systems
Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing (HDPC), ACM Digital Library 2015 : 57-60
Rodrigo, Gonzalo P; Östberg, Per-Olov; Elmroth, Erik; et al.
View publications in DiVA

Research groups

Research leader
Autonomous Distributed Systems Lab

Research projects

1 January 2020 until 31 December 2022
Strategic initiative for international leadership in AI and software
1 January 2020 until 31 December 2023
Analytics-driven Edge Cloud Automation
1 January 2020 until 31 December 2023
Anomaly Detection and Countermeasures for Edgeclouds
1 January 2019 until 31 December 2021
DEBLOAT: Code Debloating from Source Code to Large-scale Deployment
1 September 2018 until 31 August 2021
Management Beyond the Edge
1 January 2018 until 31 December 2022
Machine Learning-based Observability and Diagnostics in Future Networks and Mobile Edge Clouds
1 January 2016 until 31 December 2020
Mobility-aware Resource Management for Mobile Edge Clouds
1 January 2016 until 31 December 2020
Autonomous Cloud Management