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Piotr Grzesik
Piotr Grzesik
Verified email at polsl.pl
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Serverless computing in omics data analysis and integration
P Grzesik, DR Augustyn, Ł Wyci¶lik, D Mrozek
Briefings in bioinformatics 23 (1), bbab349, 2022
222022
Comparative analysis of time series databases in the context of edge computing for low power sensor networks
P Grzesik, D Mrozek
Computational Science–ICCS 2020: 20th International Conference, Amsterdam …, 2020
172020
Metagenomic analysis at the edge with Jetson Xavier NX
P Grzesik, D Mrozek
International Conference on Computational Science, 500-511, 2021
82021
Serverless nanopore basecalling with AWS Lambda
P Grzesik, D Mrozek
Computational Science–ICCS 2021: 21st International Conference, Krakow …, 2021
82021
Federated Learning for improved prediction of failures in Autonomous Guided Vehicles
B Shubyn, D Kostrzewa, P Grzesik, P Benecki, T Maksymyuk, ...
Journal of Computational Science 68, 101956, 2023
72023
Forecasting of Energy Consumption for Anomaly Detection in Automated Guided Vehicles: Models and Feature Selection
P Benecki, D Kostrzewa, P Grzesik, B Shubyn, D Mrozek
2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2022
52022
Federated learning for anomaly detection in industrial IoT-enabled production environment supported by autonomous guided vehicles
B Shubyn, D Mrozek, T Maksymyuk, V Sunderam, D Kostrzewa, P Grzesik, ...
International Conference on Computational Science, 409-421, 2022
42022
Evaluation of key-value stores for distributed locking purposes
P Grzesik, D Mrozek
Beyond Databases, Architectures and Structures. Paving the Road to Smart …, 2019
32019
On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles
P Grzesik, P Benecki, D Kostrzewa, B Shubyn, D Mrozek
International Conference on Computational Science, 458-471, 2022
22022
A Large-Scale and Serverless Computational Approach for Improving Quality of NGS Data Supporting Big Multi-Omics Data Analyses
D Mrozek, K Stępień, P Grzesik, B Małysiak-Mrozek
Frontiers in Genetics 12, 699280, 2021
22021
Optimizing Telemetry Signal Influence for Power Consumption Prediction
P Benecki, D Kostrzewa, P Grzesik, B Shubyn, D Mrozek
Proceedings of the Companion Conference on Genetic and Evolutionary …, 2023
2023
Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment
B Shubyn, P Grzesik, T Maksymyuk, D Kostrzewa, P Benecki, JH Syu, ...
International Conference on Computational Science, 492-504, 2023
2023
Accelerating Edge Metagenomic Analysis with Serverless-Based Cloud Offloading
P Grzesik, D Mrozek
International Conference on Computational Science, 481-492, 2022
2022
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