Piotr Grzesik

16 papers B 3Journal 2Unranked 11
YearRankTypeTitle / Venue / Authors
2024 — conf
Enhancing Anomaly Detection in Automated Guided Vehicles through Feature Weight Optimization.
GECCO Companion
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek
2024 B conf
Fuzzy Querying in the Cloud-based Environment for Data Stream-driven Predictive Maintenance in AGV-enabled Smart Factories.
IEEE Big Data
Bozena Malysiak-Mrozek, Dominik Romanów, Piotr Grzesik, Pawel Benecki, Alexandre Niyomugaba, Theodore Habimana, Daniel Kostrzewa, Krzysztof Tokarz, Che-Lun Hung, Dariusz Mrozek
2024 — conf
Towards Detection of Anomalies in Automated Guided Vehicles Based on Telemetry Data.
ICCS (7)
Pawel Benecki, Daniel Kostrzewa, Marek Drewniak, Bohdan Shubyn, Piotr Grzesik, Vaidy S. Sunderam, Boleslaw Pochopien, Andrzej Kwiecien, Bozena Malysiak-Mrozek, Dariusz Mrozek
2023 B conf
Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks.
IEEE Big Data
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek
2023 J jnl
Federated Learning for improved prediction of failures in Autonomous Guided Vehicles.
J. Comput. Sci.
Bohdan Shubyn, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki, Taras Maksymyuk, Vaidy S. Sunderam, Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek
2023 — conf
Optimizing Telemetry Signal Influence for Power Consumption Prediction.
GECCO Companion
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek
2023 — conf
Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment.
ICCS (5)
Bohdan Shubyn, Piotr Grzesik, Taras Maksymyuk, Daniel Kostrzewa, Pawel Benecki, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek
2022 — conf
Accelerating Edge Metagenomic Analysis with Serverless-Based Cloud Offloading.
ICCS (1)
Piotr Grzesik, Dariusz Mrozek
2022 — conf
Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles.
ICCS (4)
Bohdan Shubyn, Dariusz Mrozek, Taras Maksymyuk, Vaidy S. Sunderam, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki
2022 B conf
Forecasting of Energy Consumption for Anomaly Detection in Automated Guided Vehicles: Models and Feature Selection.
SMC
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek
2022 — conf
On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles.
ICCS (4)
Piotr Grzesik, Pawel Benecki, Daniel Kostrzewa, Bohdan Shubyn, Dariusz Mrozek
2022 J jnl
Serverless computing in omics data analysis and integration.
Briefings Bioinform.
Piotr Grzesik, Dariusz Rafal Augustyn, Lukasz Wycislik, Dariusz Mrozek
2021 — conf
Metagenomic Analysis at the Edge with Jetson Xavier NX.
ICCS (4)
Piotr Grzesik, Dariusz Mrozek
2021 — conf
Serverless Nanopore Basecalling with AWS Lambda.
ICCS (2)
Piotr Grzesik, Dariusz Mrozek
2020 — conf
Comparative Analysis of Time Series Databases in the Context of Edge Computing for Low Power Sensor Networks.
ICCS (5)
Piotr Grzesik, Dariusz Mrozek
2019 — conf
Evaluation of Key-Value Stores for Distributed Locking Purposes.
BDAS
Piotr Grzesik, Dariusz Mrozek