Piotr Grzesik

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Anomaly Detection

Sensor Networks

Energy Consumption

Top Venues

GECCO Companion

Publications

Pawel Benecki, Daniel Kostrzewa, Marek Drewniak, Bohdan Shubyn, Piotr Grzesik, Vaidy S. Sunderam, Boleslaw Pochopien, Andrzej Kwiecien, Bozena Malysiak-Mrozek, Dariusz Mrozek
Towards Detection of Anomalies in Automated Guided Vehicles Based on Telemetry Data. ICCS (7) (2024)
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek
Enhancing Anomaly Detection in Automated Guided Vehicles through Feature Weight Optimization. GECCO Companion (2024)
Bohdan Shubyn, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki, Taras Maksymyuk, Vaidy S. Sunderam, Jia-Hao Syu, Jerry Chun-Wei Lin, Dariusz Mrozek
Federated Learning for improved prediction of failures in Autonomous Guided Vehicles. J. Comput. Sci. 68 (2023)
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek
Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks. BigData (2023)
Bohdan Shubyn, Piotr Grzesik, Taras Maksymyuk, Daniel Kostrzewa, Pawel Benecki, Jia-Hao Syu, Jerry Chun-Wei Lin, Vaidy S. Sunderam, Dariusz Mrozek
Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment. ICCS (5) (2023)
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek
Optimizing Telemetry Signal Influence for Power Consumption Prediction. GECCO Companion (2023)
Pawel Benecki, Daniel Kostrzewa, Piotr Grzesik, Bohdan Shubyn, Dariusz Mrozek
Forecasting of Energy Consumption for Anomaly Detection in Automated Guided Vehicles: Models and Feature Selection. SMC (2022)
Bohdan Shubyn, Dariusz Mrozek, Taras Maksymyuk, Vaidy S. Sunderam, Daniel Kostrzewa, Piotr Grzesik, Pawel Benecki
Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles. ICCS (4) (2022)
Piotr Grzesik, Dariusz Mrozek
Accelerating Edge Metagenomic Analysis with Serverless-Based Cloud Offloading. ICCS (1) (2022)
Piotr Grzesik, Pawel Benecki, Daniel Kostrzewa, Bohdan Shubyn, Dariusz Mrozek
On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles. ICCS (4) (2022)
Piotr Grzesik, Dariusz Rafal Augustyn, Lukasz Wycislik, Dariusz Mrozek
Serverless computing in omics data analysis and integration. Briefings Bioinform. 23 (1) (2022)
Piotr Grzesik, Dariusz Mrozek
Metagenomic Analysis at the Edge with Jetson Xavier NX. ICCS (4) (2021)
Piotr Grzesik, Dariusz Mrozek
Serverless Nanopore Basecalling with AWS Lambda. ICCS (2) (2021)
Piotr Grzesik, Dariusz Mrozek
Comparative Analysis of Time Series Databases in the Context of Edge Computing for Low Power Sensor Networks. ICCS (5) (2020)
Piotr Grzesik, Dariusz Mrozek
Evaluation of Key-Value Stores for Distributed Locking Purposes. BDAS (2019)