Cognitive engine: Design aspects for mobile clouds

Marko Höyhtyä; Marko Palola; Marja Matinmikko; Marcos Katz

doi:10.1145/2093256.2093288

Cognitive engine: Design aspects for mobile clouds

Marko Höyhtyä, Marko Palola, Marja Matinmikko, Marcos Katz

University of Oulu

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

4 Citations (Scopus)

Abstract

A mobile cloud is a collaborative cluster of wireless devices exploiting their multiple air interfaces. It operates cognitively, i.e, collects information from the operating environment, from the results of its own operations etc., and then acts based on observations in order to fulfill the needs of the users. A cognitive engine is required for decision making and learning in a mobile cloud to efficiently exploit the available resources. This paper discusses the development and design of a cognitive engine for the mobile cloud scenario and investigates the practical implemention aspects. Moreover, simulation results show the advantages of learning in this kind of scenario.

Original language	English
Title of host publication	CogART '11
Subtitle of host publication	Proceedings of the 4th International Conference on Cognitive Radio and Advanced Spectrum Management
DOIs	https://doi.org/10.1145/2093256.2093288
Publication status	Published - 2011
MoE publication type	Not Eligible
Event	4th International Conference on Cognitive Radio and Advanced Spectrum Management, CogART'11 - Barcelona, Spain Duration: 26 Oct 2011 → 29 Oct 2011 Conference number: 4

Conference

Conference	4th International Conference on Cognitive Radio and Advanced Spectrum Management, CogART'11
Abbreviated title	CogART'11
Country/Territory	Spain
City	Barcelona
Period	26/10/11 → 29/10/11

Keywords

resource management
cognitive radio
dynamic spectrum access

Access to Document

10.1145/2093256.2093288

Cite this

@inproceedings{1b78c4cacdf8411c82f806818fc3b5b8,

title = "Cognitive engine: Design aspects for mobile clouds",

abstract = "A mobile cloud is a collaborative cluster of wireless devices exploiting their multiple air interfaces. It operates cognitively, i.e, collects information from the operating environment, from the results of its own operations etc., and then acts based on observations in order to fulfill the needs of the users. A cognitive engine is required for decision making and learning in a mobile cloud to efficiently exploit the available resources. This paper discusses the development and design of a cognitive engine for the mobile cloud scenario and investigates the practical implemention aspects. Moreover, simulation results show the advantages of learning in this kind of scenario.",

keywords = "resource management, cognitive radio, dynamic spectrum access",

author = "Marko H{\"o}yhty{\"a} and Marko Palola and Marja Matinmikko and Marcos Katz",

note = "Project code: 73346; 4th International Conference on Cognitive Radio and Advanced Spectrum Management, CogART'11, CogART'11 ; Conference date: 26-10-2011 Through 29-10-2011",

year = "2011",

doi = "10.1145/2093256.2093288",

language = "English",

isbn = "978-1-4503-0912-7",

booktitle = "CogART '11",

}

Höyhtyä, M, Palola, M, Matinmikko, M & Katz, M 2011, Cognitive engine: Design aspects for mobile clouds. in CogART '11: Proceedings of the 4th International Conference on Cognitive Radio and Advanced Spectrum Management., 32, 4th International Conference on Cognitive Radio and Advanced Spectrum Management, CogART'11, Barcelona, Spain, 26/10/11. https://doi.org/10.1145/2093256.2093288

TY - GEN

T1 - Cognitive engine

T2 - 4th International Conference on Cognitive Radio and Advanced Spectrum Management, CogART'11

AU - Höyhtyä, Marko

AU - Palola, Marko

AU - Matinmikko, Marja

AU - Katz, Marcos

N1 - Conference code: 4

PY - 2011

Y1 - 2011

N2 - A mobile cloud is a collaborative cluster of wireless devices exploiting their multiple air interfaces. It operates cognitively, i.e, collects information from the operating environment, from the results of its own operations etc., and then acts based on observations in order to fulfill the needs of the users. A cognitive engine is required for decision making and learning in a mobile cloud to efficiently exploit the available resources. This paper discusses the development and design of a cognitive engine for the mobile cloud scenario and investigates the practical implemention aspects. Moreover, simulation results show the advantages of learning in this kind of scenario.

AB - A mobile cloud is a collaborative cluster of wireless devices exploiting their multiple air interfaces. It operates cognitively, i.e, collects information from the operating environment, from the results of its own operations etc., and then acts based on observations in order to fulfill the needs of the users. A cognitive engine is required for decision making and learning in a mobile cloud to efficiently exploit the available resources. This paper discusses the development and design of a cognitive engine for the mobile cloud scenario and investigates the practical implemention aspects. Moreover, simulation results show the advantages of learning in this kind of scenario.

KW - resource management

KW - cognitive radio

KW - dynamic spectrum access

U2 - 10.1145/2093256.2093288

DO - 10.1145/2093256.2093288

M3 - Conference article in proceedings

SN - 978-1-4503-0912-7

BT - CogART '11

Y2 - 26 October 2011 through 29 October 2011

ER -

Cognitive engine: Design aspects for mobile clouds

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Keywords

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