| 2026 | Mobisys | Juggler: Accuracy v/s Efficiency - Close View on Heterogeneous Embedded Edge ML Serving. | Tomasz Szydlo, Amrit Kumar, Rajiv Ranjan, Devki Nandan Jha |
| 2026 | Mobisys | Poster: Reference-Based Prompting for Acoustic Anomaly Detection. | Ruitao Xue, Devki Nandan Jha, Raj Ranjan, Tomasz Szydlo |
| 2025 | HPCC | Benchmarking Confidential Computing: Application Performance Comparison of TDX v/s SEV-SNP. | Xinyuan Liu, Mehul Sankhe, Ronil Rodrigues, Tomasz Szydlo, Rajiv Ranjan, Devki Nandan Jha |
| 2025 | ICDM | STREAM-LAD: A Practical Streaming Lifelong Anomaly Detection Algorithm for IoT. | Ruitao Xue, Devki Nandan Jha, Tomasz Szydlo, Rajiv Ranjan |
| 2025 | ICPADS | A Behavioural Fingerprinting-Based Attack Detection Framework for Smart Home Devices. | Tianpu Li, Tomasz Szydlo, Rajiv Ranjan, Devki Nandan Jha |
| 2025 | ISCC | Data Quality Detector: Automating Data Quality Detection in Smart City Environment. | Sultan Altarrazi, Devki Nandan Jha, Tomasz Szydlo, Rajiv Ranjan |
| 2025 | SAC | Automating Data Quality Monitoring for Environmental Air Quality System. | Sultan Altarrazi, Tomasz Szydlo, Devki Nandan Jha, Rajiv Ranjan |
| 2025 | UCC | A Hybrid Monitoring Framework for Anomaly Detection in Smart Home IoT Devices. | Shubh Anand, Likhitha Kandregula, Tomasz Szydlo, Rajiv Ranjan, Devki Nandan Jha |
| 2024 | ICCS | μChaos: Moving Chaos Engineering to IoT Devices. | Wojciech Kalka, Tomasz Szydlo |
| 2023 | UCC | Tiny-Impute: A Framework for On-device Data Quality Validation, Hybrid Anomaly Detection, and Data Imputation at the Edge. | Shamil Al-Ameen, Bharath Sudharsan, Tomasz Szydlo, Roua Al-Taie, Tejal Shah, Rajiv Ranjan |
| 2022 | CIKM | TinyRL: Towards Reinforcement Learning on Tiny Embedded Devices. | Tomasz Szydlo, Prem Prakash Jayaraman, Yinhao Li, Graham Morgan, Rajiv Ranjan |
| 2021 | ICCS | Supporting the Process of Sewer Pipes Inspection Using Machine Learning on Embedded Devices. | Mieszko Klusek, Tomasz Szydlo |
| 2021 | ICCS | Renewable Energy-Aware Heuristic Algorithms for Edge Server Selection for Stream Data Processing. | Tomasz Szydlo, Chris Gniady |
| 2021 | ICCS | Dataset for Anomalies Detection in 3D Printing. | Tomasz Szydlo, Joanna Sendorek, Mateusz Windak, Robert Brzoza-Woch |
| 2020 | Mobiquitous | Resource-aware log monitoring data transmission for Smart and IoT devices. | Tomasz Szydlo, Krzysztof Zielinski, Marcin Jarzab |
| 2019 | FedCSIS | Remote Programming and Reconfiguration System for Embedded Devices. | Robert Brzoza-Woch, Tomasz Michalec, Maksymilian Wojczuk, Tomasz Szydlo |
| 2019 | ICCS | FogFlow - Computation Organization for Heterogeneous Fog Computing Environments. | Joanna Sendorek, Tomasz Szydlo, Mateusz Windak, Robert Brzoza-Woch |
| 2018 | FedCSIS | Rapid Embedded Systems Prototyping - an effective approach to embedded systems development. | Robert Brzoza-Woch, Lukasz Gurdek, Tomasz Szydlo |
| 2018 | ICCS | Enabling Machine Learning on Resource Constrained Devices by Source Code Generation of the Learned Models. | Tomasz Szydlo, Joanna Sendorek, Robert Brzoza-Woch |
| 2017 | FedCSIS | Leveraging virtualization for scenario based IoT application testing. | Tomasz Szydlo, Joanna Sendorek |
| 2017 | WETICE | Flow-Based Programming for IoT Leveraging Fog Computing. | Tomasz Szydlo, Robert Brzoza-Woch, Joanna Sendorek, Mateusz Windak, Chris Gniady |
| 2015 | ICCS | Holistic Approach to Urgent Computing for Flood Decision Support. | Robert Brzoza-Woch, Marek Konieczny, Bartosz Kwolek, Piotr Nawrocki, Tomasz Szydlo, Krzysztof Zielinski |
| 2014 | FedCSIS | Power aware MOM for telemetry-oriented applications using GPRS-enabled embedded devices - levee monitoring use case. | Tomasz Szydlo, Piotr Nawrocki, Robert Brzoza-Woch, Krzysztof Zielinski |
| 2008 | ICCS | Method of Adaptive Quality Control in Service Oriented Architectures. | Tomasz Szydlo, Krzysztof Zielinski |
| 2006 | EDOC | Policy-based Context-aware Adaptable Software Components for Mobility Computing. | Tomasz Szydlo, Robert Szymacha, Krzysztof Zielinski |