Publications by Dr Tomasz Szydlo - ePrints

Newcastle Authors	Title	Year
Dr Tomasz Szydlo	Management of TinyML Enabled Internet of Things Devices	2024
Shamil Al-Ameen Dr Tomasz Szydlo Dr Tejal Shah Professor Raj Ranjan	Poly Instance Recurrent Neural Network for Real-time Lifelong Learning at the low-power Edge	2024
Dr Tomasz Szydlo	μChaos: Moving Chaos Engineering To IoT Devices	2024
Dr Tomasz Szydlo Professor Raj Ranjan	Addressing the Faults Landscape in the Internet of Things: Toward Datacentric and System Resilience	2023
Shamil Al-Ameen Dr Tomasz Szydlo Dr Tejal Shah	Tiny-Impute: A Framework for On-device Data Quality Validation, Hybrid Anomaly Detection, and Data Imputation at the Edge	2023
Dr Fawzy Mohammad H Habeeb Dr Dev Jha Duaa Alqattan Dr Yinhao LI Dr Tomasz Szydlo et al.	Dynamic bandwidth slicing for time-critical IoT data streams in the edge-cloud continuum	2022
Dr Fawzy Mohammad H Habeeb Dr Tomasz Szydlo Ayman Noor Professor Graham Morgan Professor Raj Ranjan et al.	Dynamic Data Streams for Time-Critical IoT Systems in Energy-Aware IoT Devices Using Reinforcement Learning	2022
Rui Sun Yinhao Li Dr Tejal Shah Ringo Sham Dr Tomasz Szydlo et al.	FedMSA: A Model Selection and Adaptation System for Federated Learning	2022
Dr Tomasz Szydlo Khaled Alwasel Dr Fawzy Mohammad H Habeeb Professor Raj Ranjan	IoTSim-Osmosis-RES: Towards autonomic renewable energy-aware osmotic computing	2022
Dr Tomasz Szydlo Yinhao Li Professor Graham Morgan Professor Raj Ranjan	Tinyrl: Towards reinforcement learning on tiny embedded devices	2022