The effects of relative importance of user constraints in cloud of things resource discovery a case study

Over the last few years, the number of smart objects connected to the Internet has grown exponentially in comparison to the number of services and applications. The integration between Cloud Computing and Internet of Things, named as Cloud of Things, plays a key role in managing the connected things...

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Vydané v:2016 IEEE ACM 9th International Conference on Utility and Cloud Computing (UCC) s. 245 - 250
Hlavní autori: Nunes, Luiz H., Estrella, Júlio C., Delbem, Alexandre N., Perera, Charith, Reiff-Marganiec, Stephan
Médium: Konferenčný príspevok..
Jazyk:English
Vydavateľské údaje: New York, NY, USA ACM 06.12.2016
Edícia:ACM Other Conferences
Predmet:
Applied computing
Applied computing > Operations research
Applied computing > Operations research > Decision analysis
Cloud computing
Computer architecture
Decision analysis
Information systems
Information systems > Information systems applications
Internet of Things
MCDM
Multi-Objective
Multiple-Criteria decision analysis
Ontologies
Optimization
Quality of service
Resource Discovery
Search problems
Semantics
Sensor Search
Social and professional topics
Social and professional topics > Professional topics
Social and professional topics > Professional topics > Management of computing and information systems
Social and professional topics > Professional topics > Management of computing and information systems > Software management
Social and professional topics > Professional topics > Management of computing and information systems > Software management > Software selection and adaptation
Software and its engineering
Software and its engineering > Software creation and management
Software and its engineering > Software creation and management > Software development techniques
Software and its engineering > Software organization and properties
Software and its engineering > Software organization and properties > Extra-functional properties
Software and its engineering > Software organization and properties > Software system structures
multiple-criteria decision analysis
resource discovery
internet of things
optimization
sensor search
multi-objective
ISBN:1450346162, 9781450346160
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Popis
Shrnutí:Over the last few years, the number of smart objects connected to the Internet has grown exponentially in comparison to the number of services and applications. The integration between Cloud Computing and Internet of Things, named as Cloud of Things, plays a key role in managing the connected things, their data and services. One of the main challenges in Cloud of Things is the resource discovery of the smart objects and their reuse in different contexts. Most of the existent work uses some kind of multi-criteria decision analysis algorithm to perform the resource discovery, but do not evaluate the impact that the user constraints has in the final solution. In this paper, we analyse the behaviour of the SAW, TOPSIS and VIKOR multi-objective decision analyses algorithms and the impact of user constraints on them. We evaluated the quality of the proposed solutions using the Pareto-optimality concept.
ISBN:1450346162
9781450346160
DOI:10.1145/2996890.3007867