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Publications

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
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.
2019
Machine Learning Methods for Reliable Resource Provisioning in Edge-Cloud Computing: A Survey
ACM Computing Surveys, Association for Computing Machinery (ACM) 2019, Vol. 52, (5)
Le Duc, Thang; García Leiva, Rafael; Casari, Paolo; et al.
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
Hybrid Resource Management for HPC and Data Intensive Workloads
2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), Los Alamitos: IEEE Computer Society 2019 : 399-409
Souza, Abel; Rezaei, Mohamad; Laure, Erwin; et al.
2019
Power Shepherd: Application Performance Aware Power Shifting
the 11th IEEE International Conference on Cloud Computing Technology and Science
Krzywda, Jakub; Ali-Eldin, Ahmed; Wadbro, Eddie; et al.
2019
Information-theoretic Ensemble Learning for DDoS Detection with Adaptive Boosting
2019 IEEE 31st International Conference on Tools with Artificial Intelligence (ICTAI), IEEE Computer Society 2019 : 995-1002
Bhuyan, Monowar H.; Ma, Maode; Kadobayashi, Youki; et al.
2018
Virtualization Techniques Compared: Performance, Resource, and Power Usage Overheads in Clouds
ACM/SPEC Internation Conference on Performance Engineering (ICPE)
Tesfatsion, Selome Kostentinos; Klein, Cristian; Tordsson, Johan
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
Application, Workload, and Infrastructure Models for Virtualized Content Delivery Networks Deployed in Edge Computing Environments
2018 27th International Conference on Computer Communication and Networks (ICCCN)
Le Duc, Thang; Östberg, Per-Olov
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
Hybrid Adaptive Checkpointing for Virtual Machine Fault Tolerance
Proceedings - 2018 IEEE International Conference on Cloud Engineering, IC2E 2018, Institute of Electrical and Electronics Engineers (IEEE) 2018 : 12-22
Souza, Abel; Papadopoulos, Alessandro Vittorio; Tomás Bolivar, Luis; 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
PerfGreen: Performance and Energy Aware Resource Provisioning for Heterogeneous Clouds
2018 IEEE International Conference on Autonomic Computing (ICAC) : 81-90
Tesfatsion, Selome Kostentinos; Wadbro, Eddie; Tordsson, Johan
2018
Power and Performance Optimization in FPGA-accelerated Clouds
Concurrency and Computation, John Wiley & Sons 2018, Vol. 30, (18)
Kostentinos Tesfatsion, Selome; Proaño, Julio; Tomás, Luis; 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
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
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
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
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
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
2017
OptiBook: Optimal Resource Booking for Energy-efficient Datacenters
2017 IEEE/ACM 25th International Symposium on Quality of Service (IWQoS)
Tesfatsion, Selome Kostentinos; Tomás, Luis; Tordsson, Johan
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
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
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
An unsupervised approach to online noisy-neighbor detection in cloud data centers
Expert systems with applications, Elsevier 2017, Vol. 89 : 188-204
Lorido-Botran, Tania; Huerta, Sergio; Tomás, Luis; 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
A review of cloud computing simulation platforms and related environments
Proceedings of the 7th International Conference on Cloud Computing and Services Science: Volume 1: CLOSER : 679-691
Byrne, James; Svorobej, Sergej; Giannoutakis, Konstantinos M.; 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
Reliable Capacity Provisioning for Distributed Cloud/Edge/Fog Computing Applications
2017 EUROPEAN CONFERENCE ON NETWORKS AND COMMUNICATIONS (EUCNC)
Östberg, Per-Olov; Byrne, James; Casari, Paolo; 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
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
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
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
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
Distributed Approach to the Holistic Resource Management of a Mobile Cloud Network
2017 IEEE 1st International Conference on Fog and Edge Computing (ICFEC) : 51-60
Tärneberg, William; Papadopoulos, Alessandro V.; Mehta, Amardeep; 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
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
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
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
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
A control theoretical approach to non-intrusive geo-replication for cloud services
2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC), IEEE 2016 : 1649-1656
Dürango, Jonas; Tärneberg, William; Tomas, Luis; 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
Autonomic resource management for optimized power and performance in multi-tenant clouds
2016 IEEE INTERNATIONAL CONFERENCE ON AUTONOMIC COMPUTING (ICAC), LOS ALAMITOS: IEEE Computer Society 2016 : 85-94
Kostentinos Tesfatsion, Selome; Wadbro, Eddie; Tordsson, Johan
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
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
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
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.
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