Distributed Computation Offloading in Mobile Fog Computing: A Deep Neural Network Approach

In this letter, the performance of offloading is studied, which aims at minimizing the energy consumption in offloading with constraints on the delay. To solve binary computational offloading decision problem, a learning offloading algorithm based on distributed DNN is proposed, which uses multiple...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	IEEE communications letters Ročník 26; číslo 3; s. 696 - 700
Hlavní autoři:	Yang, Zhongjun, Bai, Wenle
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.03.2022 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Artificial neural networks Back propagation Back propagation networks Cloud computing Computation offloading Decisions Delay Delays DEWS metric distributed DNN Energy consumption Entropy (Information theory) joint optimization Machine learning Measurement Mobile computing Mobile fog computing offloading computation Optimization Servers Task analysis Wireless communication
ISSN:	1089-7798, 1558-2558
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!