| Title |
Distributed machine learning for IoT / |
| Authors |
Kadzhaia, Volodymyr ; Raudys, Aistis |
| DOI |
10.15388/LMITT.2022.4 |
| eISBN |
9786090707425 |
| Full Text |
|
| Is Part of |
Vilnius University Open Series: Konferencijos „Lietuvos magistrantų informatikos ir IT tyrimai“ darbai", 2022 m. gegužės 16 d... Vilnius : Vilniaus universiteto leidykla / Vilnius University Press, 2022. p. 36-43.. eISSN 2669-0535. eISBN 9786090707425 |
| Keywords [eng] |
distributed machine learning, ; IoT ; MapReduce ; grid computing ; microcontrollers |
| Abstract [eng] |
In the modern world, big data is used in machine learning, which is quite difficult to process on a single computer, so various methods for parallel processing of such data are being developed. But what about microcontrollers? In a cloud system, microcontrollers are often found, thanks to which they make pacification of various devices, and sometimes you have to work with big data. In microcontrollers, the memory is quite small and the processor is not as productive as on modern supercomputers. Therefore, many scientists propose various methods for parallel processing of big data for embedded systems, one of such methods is proposed by the author of this article. |
| Published |
Vilnius : Vilniaus universiteto leidykla / Vilnius University Press, 2022 |
| Type |
Conference paper |
| Language |
English |
| Publication date |
2022 |
| CC license |
|
