Distributed Multiuser Computation Offloading for Cloudlet-Based Mobile Cloud Computing: A Game-Theoretic Machine Learning Approach

In this paper, we investigate the problem of multiuser computation offloading for cloudlet-based mobile cloud computing in a multichannel wireless contention environment. The studied system is fully distributed so that each mobile device user can make the offloading decisions based only on its indiv...

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Vydáno v:	IEEE transactions on vehicular technology Ročník 67; číslo 1; s. 752 - 764
Hlavní autoři:	Cao, Huijin, Cai, Jun
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.01.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Artificial intelligence Cloud computing Cloudlet based mobile cloud computing Computation offloading Computer simulation Computing costs Decision analysis Decision making Electronic devices exact potential game Game theory Games Machine learning Machine learning algorithms Mobile applications Mobile communication Mobile communication systems Mobile computing Mobile handsets Multichannel communication nash equilibrium points Technology assessment Wireless communication
ISSN:	0018-9545, 1939-9359
On-line přístup:	Získat plný text
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