Joint DNN partitioning and task offloading in mobile edge computing via deep reinforcement learning
Abstract As Artificial Intelligence (AI) becomes increasingly prevalent, Deep Neural Networks (DNNs) have become a crucial tool for developing and advancing AI applications. Considering limited computing and energy resources on mobile devices (MDs), it is a challenge to perform compute-intensive DNN...
Main Authors: | , , , |
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Format: | Article |
Language: | English |
Published: |
SpringerOpen
2023-08-01
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Series: | Journal of Cloud Computing: Advances, Systems and Applications |
Subjects: | |
Online Access: | https://doi.org/10.1186/s13677-023-00493-9 |