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Cybernetics and Information Technologies
Volume 23 (2023): Issue 1 (March 2023)
Open Access
Type-2-Soft-Set Based Uncertainty Aware Task Offloading Framework for Fog Computing Using Apprenticeship Learning
K. Bhargavi
K. Bhargavi
,
B. Sathish Babu
B. Sathish Babu
and
Sajjan G. Shiva
Sajjan G. Shiva
| Mar 25, 2023
Cybernetics and Information Technologies
Volume 23 (2023): Issue 1 (March 2023)
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Published Online:
Mar 25, 2023
Page range:
38 - 58
Received:
Aug 11, 2022
Accepted:
Dec 28, 2022
DOI:
https://doi.org/10.2478/cait-2023-0002
Keywords
Task offloading
,
Uncertainty
,
Apprenticeship learning
,
Fog computing
,
Q-learning
,
Sarsa learning
© 2023 K. Bhargavi et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
K. Bhargavi
Department of CSE, Siddaganga Institute of Technology
Tumakuru, India
B. Sathish Babu
Department of AI and ML, R V College of Engineering,
Bengaluru, India
Sajjan G. Shiva
Department of CS, University of Memphis,
USA