10 citations · 13 across the 10 of their papers we have counts for
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cs.NI2025
TinyAC: Bringing Autonomic Computing Principles to Resource-Constrained Systems
Wojciech Kalka, Ruitao Xue, Kamil Faber +4
Autonomic Computing (AC) is a promising approach for developing intelligent and adaptive self-management systems at the deep network edge. In this paper, we present the problems an…
cs.NI2023
Device management and network connectivity as missing elements in TinyML landscape
Tomasz Szydlo, Marcin Nagy
Deployment of solutions based on TinyML requires meeting several challenges. These include hardware heterogeneity, microprocessor (MCU) architectures, and resource availability con…
cs.NI2020★ 1 cited
Machine Learning in the Internet of Things for Industry 4.0
Tomasz Szydlo, Joanna Sendorek, Robert Brzoza-Woch +1
Number of IoT devices is constantly increasing which results in greater complexity of computations and high data velocity. One of the approach to process sensor data is dataflow pr…