Mateusz Guzek

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 7

Top Topics

Cloud Computing

Adaptive Parameter Control

Top Venues

GECCO (Companion)

Publications

Robbert Reijnen, Yingqian Zhang, Zaharah Allah Bukhsh, Mateusz Guzek
Learning to Adapt Genetic Algorithms for Multi-Objective Flexible Job Shop Scheduling Problems. GECCO Companion (2023)
Robbert Reijnen, Yingqian Zhang, Zaharah Allah Bukhsh, Mateusz Guzek
Deep Reinforcement Learning for Adaptive Parameter Control in Differential Evolution for Multi-Objective Optimization. SSCI (2022)
Shyam S. Wagle, Mateusz Guzek, Pascal Bouvry
Service Performance Pattern Analysis and Prediction of Commercially Available Cloud Providers. CloudCom (2016)
Lin Wang, Lei Jiao, Mateusz Guzek, Dzmitry Kliazovich, Pascal Bouvry
Achieving Energy Efficiency in Cloud Brokering. CoRR (2016)
Shyam S. Wagle, Mateusz Guzek, Pascal Bouvry, Raymond Bisdorff
Comparisons of Heat Map and IFL Technique to Evaluate the Performance of Commercially Available Cloud Providers. CLOUD (2016)
Emmanuel Kieffer, Mateusz Guzek, Grégoire Danoy, Pascal Bouvry, Anass Nagih
A Novel Co-evolutionary Approach for Constrained Genetic Algorithms. GECCO (Companion) (2016)
Mateusz Zotkiewicz, Mateusz Guzek, Dzmitry Kliazovich, Pascal Bouvry
Minimum Dependencies Energy-Efficient Scheduling in Data Centers. IEEE Trans. Parallel Distributed Syst. 27 (12) (2016)
Mateusz Guzek, Alicja Gniewek, Pascal Bouvry, Jedrzej Musial, Jacek Blazewicz
Cloud Brokering: Current Practices and Upcoming Challenges. IEEE Cloud Comput. 2 (2) (2015)
Shyam S. Wagle, Mateusz Guzek, Pascal Bouvry
Cloud service providers ranking based on service delivery and consumer experience. CloudNet (2015)
Shyam S. Wagle, Mateusz Guzek, Pascal Bouvry, Raymond Bisdorff
An Evaluation Model for Selecting Cloud Services from Commercially Available Cloud Providers. CloudCom (2015)
Joseph Emeras, Sébastien Varrette, Mateusz Guzek, Pascal Bouvry
Evalix: Classification and Prediction of Job Resource Consumption on HPC Platforms. JSSPP (2015)
Mateusz Guzek, Dzmitry Kliazovich, Pascal Bouvry
HEROS: Energy-Efficient Load Balancing for Heterogeneous Data Centers. CLOUD (2015)
Mateusz Guzek, Pascal Bouvry, El-Ghazali Talbi
A Survey of Evolutionary Computation for Resource Management of Processing in Cloud Computing [Review Article]. IEEE Comput. Intell. Mag. 10 (2) (2015)
Mateusz Guzek, Sébastien Varrette, Valentin Plugaru, Johnatan E. Pecero, Pascal Bouvry
A holistic model of the performance and the energy efficiency of hypervisors in a high-performance computing environment. Concurr. Comput. Pract. Exp. 26 (15) (2014)
Mateusz Guzek, Xavier Besseron, Sébastien Varrette, Grégoire Danoy, Pascal Bouvry
ParaMASK: A Multi-Agent System for the efficient and dynamic adaptation of HPC workloads. ISSPIT (2014)
Mateusz Guzek, Johnatan E. Pecero, Bernabé Dorronsoro, Pascal Bouvry
Multi-objective evolutionary algorithms for energy-aware scheduling on distributed computing systems. Appl. Soft Comput. 24 (2014)
Sébastien Varrette, Valentin Plugaru, Mateusz Guzek, Xavier Besseron, Pascal Bouvry
HPC Performance and Energy-Efficiency of the OpenStack Cloud Middleware. ICPP Workshops (2014)
Mateusz Guzek, Sébastien Varrette, Valentin Plugaru, Johnatan E. Pecero, Pascal Bouvry
A Holistic Model of the Performance and the Energy-Efficiency of Hypervisors in an HPC Environment. EE-LSDS (2013)
Sébastien Varrette, Grégoire Danoy, Mateusz Guzek, Pascal Bouvry
Using data-flow analysis in MAS for power-aware HPC runs. HPCS (2013)
Mateusz Guzek, Dzmitry Kliazovich, Pascal Bouvry
A Holistic Model for Resource Representation in Virtualized Cloud Computing Data Centers. CloudCom (1) (2013)
Mateusz Guzek, Grégoire Danoy, Pascal Bouvry
System Design and Implementation Decisions for ParaMoise Organizational Model. FedCSIS (2013)
Mateusz Guzek, Grégoire Danoy, Pascal Bouvry
ParaMoise: increasing capabilities of parallel execution and reorganization in an organizational model. AAMAS (2013)
Sébastien Varrette, Mateusz Guzek, Valentin Plugaru, Xavier Besseron, Pascal Bouvry
HPC Performance and Energy-Efficiency of Xen, KVM and VMware Hypervisors. SBAC-PAD (2013)
Cesar O. Diaz, Mateusz Guzek, Johnatan E. Pecero, Grégoire Danoy, Pascal Bouvry, Samee Ullah Khan
Energy-aware fast scheduling heuristics in heterogeneous computing systems. HPCS (2011)
Cesar O. Diaz, Mateusz Guzek, Johnatan E. Pecero, Pascal Bouvry, Samee Ullah Khan
Scalable and Energy-Efficient Scheduling Techniques for Large-Scale Systems. CIT (2011)
Mateusz Guzek, Johnatan E. Pecero, Bernabé Dorronsoro, Pascal Bouvry, Samee Ullah Khan
A Cellular Genetic Algorithm for scheduling applications and energy-aware communication optimization. HPCS (2010)