Pawel Koperek

16 papers Journal 6Unranked 10
YearRankTypeTitle / Venue / Authors
2023 J jnl
Automated cloud resources provisioning with the use of the proximal policy optimization.
J. Supercomput.
Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski
2023 J jnl
Continuous self-adaptation of control policies in automatic cloud management.
Concurr. Comput. Pract. Exp.
Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski
2023 J jnl
Evolution-by-Coevolution of Neural Networks for Audio Classification.
Comput. Informatics
Wlodzimierz Funika, Pawel Koperek, Tomasz Wiewióra
2023 — conf
Towards Understanding of Deep Reinforcement Learning Agents Used in Cloud Resource Management.
ICCS (2)
Andrzej Malota, Pawel Koperek, Wlodzimierz Funika
2021 — conf
Continuous Self-adaptation of Control Policies in Automatic Cloud Management.
Euro-Par Workshops
Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski
2020 — conf
Automatic Management of Cloud Applications with Use of Proximal Policy Optimization.
ICCS (1)
Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski
2020 — conf
Management of Heterogeneous Cloud Resources with Use of the PPO.
Euro-Par Workshops
Wlodzimierz Funika, Pawel Koperek, Jacek Kitowski
2019 — conf
Evaluating the Use of Policy Gradient Optimization Approach for Automatic Cloud Resource Provisioning.
PPAM (1)
Wlodzimierz Funika, Pawel Koperek
2018 J jnl
Towards co-evolution of fitness predictors and Deep Neural Networks.
CoRR
Wlodzimierz Funika, Pawel Koperek
2017 — conf
Co-evolution of Fitness Predictors and Deep Neural Networks.
PPAM (1)
Wlodzimierz Funika, Pawel Koperek
2016 J jnl
Scaling Evolutionary Programming with the Use of Apache Spark.
Comput. Sci.
Wlodzimierz Funika, Pawel Koperek
2015 — conf
Towards a Scalable Distributed Fitness Evaluation Service.
PPAM (1)
Wlodzimierz Funika, Pawel Koperek
2013 — conf
Genetic Programming in Automatic Discovery of Relationships in Computer System Monitoring Data.
PPAM (1)
Wlodzimierz Funika, Pawel Koperek
2011 — conf
Dynamic Business Metrics-driven Resource Provisioning in Cloud Environments.
PPAM (2)
Pawel Koperek, Wlodzimierz Funika
2010 J jnl
Towards Autonomic Semantic-Based Management of Distributed Applications.
Comput. Sci.
Wlodzimierz Funika, Mateusz Kupisz, Pawel Koperek
2009 — conf
Integration of the ProActive Suite and the semantic-oriented monitoring tool SemMon.
CoreGRID@Euro-Par
Wlodzimierz Funika, Denis Caromel, Pawel Koperek, Mateusz Kupisz