Computation Offloading and Task Scheduling for DNN-Based Applications in Cloud-Edge Computing

Computation Offloading and Task Scheduling for DNN-Based Applications in Cloud-Edge Computing

Due to the high demands of deep neural network (DNN) based applications on computational capability, it is hard for them to be directly run on mobile devices with limited resources. Computation offloading technology offers a feasible solution by offloading some computation-intensive tasks of neural...

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Bibliographic Details
Main Authors: Zheyi Chen, Junqin Hu, Xing Chen, Jia Hu, Xianghan Zheng, Geyong Min
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Cloud-edge computing
DNN-based applications
computation offloading
task scheduling
greedy algorithm
genetic algorithm
Online Access:https://ieeexplore.ieee.org/document/9123407/

Internet

https://ieeexplore.ieee.org/document/9123407/

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