Pawel Koperek

According to our database, Pawel Koperek authored at least 15 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Automated cloud resources provisioning with the use of the proximal policy optimization.

Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski

J. Supercomput., April, 2023

Continuous self-adaptation of control policies in automatic cloud management.

Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski

Concurr. Comput. Pract. Exp., 2023

Evolution-by-Coevolution of Neural Networks for Audio Classification.

Wlodzimierz Funika, Pawel Koperek, Tomasz Wiewióra

Comput. Informatics, 2023

Towards Understanding of Deep Reinforcement Learning Agents Used in Cloud Resource Management.

Andrzej Malota, Pawel Koperek, Wlodzimierz Funika

Proceedings of the Computational Science - ICCS 2023, 2023

2020

Automatic Management of Cloud Applications with Use of Proximal Policy Optimization.

Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski

Proceedings of the Computational Science - ICCS 2020, 2020

Management of Heterogeneous Cloud Resources with Use of the PPO.

Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski

Proceedings of the Euro-Par 2020: Parallel Processing Workshops, 2020

2019

Evaluating the Use of Policy Gradient Optimization Approach for Automatic Cloud Resource Provisioning.

Wlodzimierz Funika, Pawel Koperek

Proceedings of the Parallel Processing and Applied Mathematics, 2019

2018

Towards co-evolution of fitness predictors and Deep Neural Networks.

Wlodzimierz Funika, Pawel Koperek

CoRR, 2018

2017

Co-evolution of Fitness Predictors and Deep Neural Networks.

Wlodzimierz Funika, Pawel Koperek

Proceedings of the Parallel Processing and Applied Mathematics, 2017

2016

Scaling Evolutionary Programming with the Use of Apache Spark.

Wlodzimierz Funika, Pawel Koperek

Comput. Sci., 2016

2015

Towards a Scalable Distributed Fitness Evaluation Service.

Wlodzimierz Funika, Pawel Koperek

Proceedings of the Parallel Processing and Applied Mathematics, 2015

2013

Genetic Programming in Automatic Discovery of Relationships in Computer System Monitoring Data.

Wlodzimierz Funika, Pawel Koperek

Proceedings of the Parallel Processing and Applied Mathematics, 2013

2011

Dynamic Business Metrics-driven Resource Provisioning in Cloud Environments.

Pawel Koperek, Wlodzimierz Funika

Proceedings of the Parallel Processing and Applied Mathematics, 2011

2010

Towards Autonomic Semantic-Based Management of Distributed Applications.

Wlodzimierz Funika, Mateusz Kupisz, Pawel Koperek

Comput. Sci., 2010

2009

Integration of the ProActive Suite and the semantic-oriented monitoring tool SemMon.

Wlodzimierz Funika, Denis Caromel, Pawel Koperek, Mateusz Kupisz

Proceedings of the Grids, 2009