Erik Elmroth

Professor at Department of Computing Science Role: Head of department

erik.elmroth@umu.se

+46 90 786 69 86 , +46 70 315 39 28

Naturvetarhuset Plan 2, Naturvetarhuset, C2-01-03 Umeå universitet, 901 87 Umeå

Latest publications

2019

Graph-based Interactive Data Federation System for Heterogeneous Data Retrieval and Analytics

Proceedings of The 30th TheWebConf'19 (formerly WWW), USA, New York, NY, USA: ACM Digital Library 2019 : 3595-3599

Vu, Xuan-Son; Addi, Ait-Mlouk; Elmroth, Erik; et al.

2019

Multivariate LSTM-based Location-aware Workload Prediction for Edge Data Centers

19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing, Larnaca, May 14-17, 2019, IEEE 2019 : 341-350

Nguyen, Chanh Le Tan; Klein, Cristian; Elmroth, Erik

2019

Why Cloud Applications Are not Ready for the Edge (yet)

4th ACM/IEEE Symposium on Edge Computing

Nguyen, Chanh Le Tan; Mehta, Amardeep; Klein, Cristian; 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

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

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

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

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

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

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

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

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.

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.

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

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

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

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

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

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

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

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

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

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

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.

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.

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

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

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

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

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

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

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

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.

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

A2L2: an application aware flexible HPC scheduling model for low-latency allocation

VTDC '15: proceedings of the 8th International workshop on virtualization technologies in distributed computing, ACM Digital Library 2015 : 11-19

Rodrigo, Gonzalo P.; Östberg, P-O; Elmroth, Erik; et al.

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

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

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

Continuous Datacenter Consolidation

2015 IEEE 7TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING TECHNOLOGY AND SCIENCE (CLOUDCOM) : 387-396

Svärd, Petter; Li, Wubin; Wadbro, Eddie; 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

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.

2015

METHOD, NODE AND COMPUTER PROGRAM FOR ENABLING AUTOMATIC ADAPTATION OF RESOURCE UNITS

Elmroth, E.; Gardfjall, P.; Tordsson, J.; 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

PEAS: A Performance Evaluation framework for Auto-Scaling strategies in cloud applications

Papadopoulos, Alessandro Vittorio; Ali-Eldin, Ahmed; Årzén, Karl-Erik; 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

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.

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Research projects

1 January 2019 until 31 December 2021

DEBLOAT: Code Debloating from Source Code to Large-scale Deployment

Research subject: Computing science

1 September 2018 until 31 August 2021

Management Beyond the Edge

Research subject: Computing science

1 January 2018 until 31 December 2022

Machine Learning-based Observability and Diagnostics in Future Networks and Mobile Edge Clouds

Research subject: Computing science

1 January 2016 until 31 December 2020

Autonomous Cloud Management

Research subject: Computing science

1 January 2016 until 31 December 2020

Mobility-aware Resource Management for Mobile Edge Clouds

Research subject: Computing science

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Erik Elmroth

Latest publications

Research projects