Tomasz Szydlo

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 27

Top Topics

Data Imputation

Anomaly Detection

Systems Development

Embedded Devices

Top Venues

Microprocess. Microsystems

Publications

Wojciech Kalka, Tomasz Szydlo
μChaos: Moving Chaos Engineering to IoT Devices. ICCS (7) (2024)
Tomasz Szydlo, Amadeusz Szabala, Nazar Kordiumov, Konrad Siuzdak, Lukasz Wolski, Khaled Alwasel, Fawzy Habeeb, Rajiv Ranjan
IoTSim-Osmosis-RES: Towards autonomic renewable energy-aware osmotic computing. CoRR (2024)
Sultan Altarrazi, Tomasz Szydlo, Schahram Dustdar, Satish Narayana Srirama, Rajiv Ranjan
Addressing the Faults Landscape in the Internet of Things: Toward Datacentric and System Resilience. IEEE Internet Comput. 27 (6) (2023)
Tomasz Szydlo, Marcin Nagy
Device management and network connectivity as missing elements in TinyML landscape. CoRR (2023)
Shamil Al-Ameen, Bharath Sudharsan, Tomasz Szydlo, Roua Al-Taie, Tejal Shah, Rajiv Ranjan
Tiny-Impute: A Framework for On-device Data Quality Validation, Hybrid Anomaly Detection, and Data Imputation at the Edge. UCC (2023)
Tomasz Szydlo
Online Anomaly Detection Based On Reservoir Sampling and LOF for IoT devices. CoRR (2022)
Tomasz Szydlo, Prem Prakash Jayaraman, Yinhao Li, Graham Morgan, Rajiv Ranjan
TinyRL: Towards Reinforcement Learning on Tiny Embedded Devices. CIKM (2022)
Rui Sun, Yinhao Li, Tejal Shah, Ringo W. H. Sham, Tomasz Szydlo, Bin Qian, Dhaval Thakker, Rajiv Ranjan
FedMSA: A Model Selection and Adaptation System for Federated Learning. Sensors 22 (19) (2022)
Tomasz Szydlo, Amadeusz Szabala, Nazar Kordiumov, Konrad Siuzdak, Lukasz Wolski, Khaled Alwasel, Fawzy Habeeb, Rajiv Ranjan
IoTSim-Osmosis-RES: Towards autonomic renewable energy-aware osmotic computing. Softw. Pract. Exp. 52 (7) (2022)
Fawzy Habeeb, Khaled Alwasel, Ayman Noor, Devki Nandan Jha, Duaa AlQattan, Yinhao Li, Gagangeet Singh Aujla, Tomasz Szydlo, Rajiv Ranjan
Dynamic Bandwidth Slicing for Time-Critical IoT Data Streams in the Edge-Cloud Continuum. IEEE Trans. Ind. Informatics 18 (11) (2022)
Fawzy Habeeb, Tomasz Szydlo, Lukasz Kowalski, Ayman Noor, Dhaval Thakker, Graham Morgan, Rajiv Ranjan
Dynamic Data Streams for Time-Critical IoT Systems in Energy-Aware IoT Devices Using Reinforcement Learning. Sensors 22 (6) (2022)
Mieszko Klusek, Tomasz Szydlo
Supporting the Process of Sewer Pipes Inspection Using Machine Learning on Embedded Devices. ICCS (6) (2021)
Tomasz Szydlo, Chris Gniady
Renewable Energy-Aware Heuristic Algorithms for Edge Server Selection for Stream Data Processing. ICCS (4) (2021)
Tomasz Szydlo, Joanna Sendorek, Mateusz Windak, Robert Brzoza-Woch
Dataset for Anomalies Detection in 3D Printing. ICCS (4) (2021)
Joanna Sendorek, Tomasz Szydlo, Mateusz Windak, Robert Brzoza-Woch
Dataset for anomalies detection in 3D printing. CoRR (2020)
Tomasz Szydlo, Joanna Sendorek, Robert Brzoza-Woch, Mateusz Windak
Machine Learning in the Internet of Things for Industry 4.0. CoRR (2020)
Tomasz Szydlo, Krzysztof Zielinski, Marcin Jarzab
Resource-aware log monitoring data transmission for Smart and IoT devices. MobiQuitous (2020)
Joanna Sendorek, Tomasz Szydlo, Mateusz Windak, Robert Brzoza-Woch
FogFlow - Computation Organization for Heterogeneous Fog Computing Environments. ICCS (3) (2019)
Robert Brzoza-Woch, Tomasz Michalec, Maksymilian Wojczuk, Tomasz Szydlo
Remote Programming and Reconfiguration System for Embedded Devices. FedCSIS (2019)
Tomasz Szydlo, Joanna Sendorek, Robert Brzoza-Woch
Enabling Machine Learning on Resource Constrained Devices by Source Code Generation of the Learned Models. ICCS (2) (2018)
Robert Brzoza-Woch, Lukasz Gurdek, Tomasz Szydlo
Rapid Embedded Systems Prototyping - an effective approach to embedded systems development. FedCSIS (2018)
Bartosz Balis, Robert Brzoza-Woch, Marian Bubak, Marek Kasztelnik, Bartosz Kwolek, Piotr Nawrocki, Piotr Nowakowski, Tomasz Szydlo, Krzysztof Zielinski
Holistic approach to management of IT infrastructure for environmental monitoring and decision support systems with urgent computing capabilities. Future Gener. Comput. Syst. 79 (2018)
Joanna Sendorek, Tomasz Szydlo, Robert Brzoza-Woch
Software-Defined Virtual Testbed for IoT Systems. Wirel. Commun. Mob. Comput. 2018 (2018)
Tomasz Szydlo, Robert Brzoza-Woch, Joanna Sendorek, Mateusz Windak, Chris Gniady
Flow-Based Programming for IoT Leveraging Fog Computing. WETICE (2017)
Tomasz Szydlo, Joanna Sendorek
Leveraging virtualization for scenario based IoT application testing. FedCSIS (Communication Papers) (2017)
Tomasz Szydlo, Marek Konieczny
Mobile and wearable devices in an open and universal system for remote patient monitoring. Microprocess. Microsystems 46 (2016)
Robert Brzoza-Woch, Marek Konieczny, Piotr Nawrocki, Tomasz Szydlo, Krzysztof Zielinski
Embedded systems in the application of fog computing - Levee monitoring use case. SIES (2016)
Robert Brzoza-Woch, Marek Konieczny, Bartosz Kwolek, Piotr Nawrocki, Tomasz Szydlo, Krzysztof Zielinski
Holistic Approach to Urgent Computing for Flood Decision Support. ICCS (2015)
Tomasz Szydlo, Robert Brzoza-Woch
Predictive power consumption adaptation for future generation embedded devices powered by energy harvesting sources. Microprocess. Microsystems 39 (4-5) (2015)
Tomasz Szydlo, Piotr Nawrocki, Robert Brzoza-Woch, Krzysztof Zielinski
Power aware MOM for telemetry-oriented applications using GPRS-enabled embedded devices - levee monitoring use case. FedCSIS (2014)
Tomasz Szydlo, Pawel Suder, Jakub Bibro
Message Oriented Communication for IPv6 Enabled Pervasive Devices. Comput. Sci. 14 (4) (2013)
Tomasz Szydlo, Krzysztof Zielinski
Adaptive Enterprise Service Bus. New Gener. Comput. 30 (2-3) (2012)
Radoslaw Kaploniak, Lukasz Kwiatkowski, Tomasz Szydlo
Environment Emulation for WSN Testbed. Comput. Sci. 13 (3) (2012)
Krzysztof Zielinski, Tomasz Szydlo, Robert Szymacha, Jacek Kosinski, Joanna Kosinska, Marcin Jarzab
Adaptive SOA Solution Stack. IEEE Trans. Serv. Comput. 5 (2) (2012)
Tomasz Szydlo, Krzysztof Zielinski
Method of Adaptive Quality Control in Service Oriented Architectures. ICCS (1) (2008)
Tomasz Szydlo, Robert Szymacha, Krzysztof Zielinski
Context generation and structuralization for ambient networks. Autonomics (2007)
Tomasz Szydlo, Robert Szymacha, Krzysztof Zielinski
Policy-based Context-aware Adaptable Software Components for Mobility Computing. EDOC (2006)
Kazimierz Balos, Tomasz Szydlo, Robert Szymacha, Krzysztof Zielinski
Context Dissemination and Aggregation for Ambient Networks: Jini Based Prototype. EuroSSC (2006)
Tomasz Szydlo, Bartlomiej Sniezynski, Ryszard S. Michalski
A Rules-to-Trees Conversion in the Inductive Database System VINLEN. Intelligent Information Systems (2005)