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ÇѱÛÁ¦¸ñ(Korean Title) IIoT ȯ°æ¿¡¼­ Multi-Armed BanditÀ» ÀÌ¿ëÇÑ M2M ŽºÅ© ¿ÀÇÁ·Îµù
¿µ¹®Á¦¸ñ(English Title) M2M Task Offloading Using Multi-Armed Bandit in MEC Environment
ÀúÀÚ(Author) ¹èÇöÁö   ±è½Â¿í   Hyeon-Ji Bae   Sung-Wook Kim  
¿ø¹®¼ö·Ïó(Citation) VOL 45 NO. 01 PP. 2006 ~ 2008 (2022. 06)
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(Korean Abstract)
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(English Abstract)
This paper proposes a Machine To Machine (M2M) task offloading technique using multiarmed bandit in a IIoT environment. Existing papers do not consider the changing IIoT environment, making it difficult to apply the actual IIoT environment. In this paper, we propose a multi-armed bandit technique that takes into account changes in the IIoT environment. Furthermore, we show that our proposed technique achieves a higher accuracy of expected values than existing techniques by experimental results, enabling successful task processing.
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