Piotr Grzesik

According to our database, Piotr Grzesik authored at least 16 papers between 2019 and 2024.

Collaborative distances:

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

2024

Towards Detection of Anomalies in Automated Guided Vehicles Based on Telemetry Data.

Pawel Benecki, Daniel Kostrzewa, Marek Drewniak, Bohdan Shubyn, Piotr Grzesik, Vaidy S. Sunderam, Boleslaw Pochopien, Andrzej Kwiecien, Bozena Malysiak-Mrozek, Dariusz Mrozek

Proceedings of the Computational Science - ICCS 2024, 2024

Enhancing Anomaly Detection in Automated Guided Vehicles through Feature Weight Optimization.

Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2024

Fuzzy Querying in the Cloud-based Environment for Data Stream-driven Predictive Maintenance in AGV-enabled Smart Factories.

Bozena Malysiak-Mrozek, Dominik Romanów, Piotr Grzesik, Pawel Benecki, Alexandre Niyomugaba, Theodore Habimana, Daniel Kostrzewa, Krzysztof Tokarz, Che-Lun Hung, Dariusz Mrozek

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Federated Learning for improved prediction of failures in Autonomous Guided Vehicles.

Bohdan Shubyn, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki, Taras Maksymyuk, Vaidy S. Sunderam, Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek

J. Comput. Sci., April, 2023

Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment.

Bohdan Shubyn, Piotr Grzesik, Taras Maksymyuk, Daniel Kostrzewa, Pawel Benecki, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek

Proceedings of the Computational Science - ICCS 2023, 2023

Optimizing Telemetry Signal Influence for Power Consumption Prediction.

Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek

Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023

Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks.

Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Serverless computing in omics data analysis and integration.

Piotr Grzesik, Dariusz Rafal Augustyn, Lukasz Wycislik, Dariusz Mrozek

Briefings Bioinform., 2022

Forecasting of Energy Consumption for Anomaly Detection in Automated Guided Vehicles: Models and Feature Selection.

Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles.

Bohdan Shubyn, Dariusz Mrozek, Taras Maksymyuk, Vaidy S. Sunderam, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki

Proceedings of the Computational Science - ICCS 2022, 2022

Accelerating Edge Metagenomic Analysis with Serverless-Based Cloud Offloading.

Piotr Grzesik, Dariusz Mrozek

Proceedings of the Computational Science - ICCS 2022, 2022

On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles.

Piotr Grzesik, Pawel Benecki, Daniel Kostrzewa, Bohdan Shubyn, Dariusz Mrozek

Proceedings of the Computational Science - ICCS 2022, 2022

2021

Serverless Nanopore Basecalling with AWS Lambda.

Piotr Grzesik, Dariusz Mrozek

Proceedings of the Computational Science - ICCS 2021, 2021

Metagenomic Analysis at the Edge with Jetson Xavier NX.

Piotr Grzesik, Dariusz Mrozek

Proceedings of the Computational Science - ICCS 2021, 2021

2020

Comparative Analysis of Time Series Databases in the Context of Edge Computing for Low Power Sensor Networks.

Piotr Grzesik, Dariusz Mrozek

Proceedings of the Computational Science - ICCS 2020, 2020

2019

Evaluation of Key-Value Stores for Distributed Locking Purposes.

Piotr Grzesik, Dariusz Mrozek

Proceedings of the Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis, 2019