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Neutrosophic Sets and Systems
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A framework for selecting cloud computing services based on consensus under single valued neutrosophic numbers

إطار عمل لاختيار خدمات الحوسبة السحابية بناءً على الإجماع تحت أرقام نيوتروسوفية ذات قيمة واحدة
Authors: Karina Pérez Teruel; Juan Carlos Cedeño; Héctor Lara Gavilanez; Carlos Banguera Diaz; Maikel Leyva Vázquez;

A framework for selecting cloud computing services based on consensus under single valued neutrosophic numbers

Abstract

De nombreuses organisations cherchent à sous-traiter des services d'informatique en nuage avec de nombreux critères de services en nuage qui devraient être pris en compte dans le processus de sélection. Par conséquent, le processus de sélection des services cloud peut être considéré comme un type de problèmes d'analyse de décision multicritères avec de multiples parties prenantes. Dans cet article, un cadre de sélection des services cloud tenant compte du consensus et utilisant des nombres neutrosophiques à valeur unique pour la représentation de l'indétermination est présenté. Le cadre proposé est composé de cinq activités : cadre, collecte des paramètres, obtention des préférences, degré de consensus informatique, génération de conseils, mécanismes de recherche automatique des zones de conflit et recommandations aux experts pour rapprocher leurs préférences. Un exemple illustratif qui corrobore l'applicabilité du modèle est présenté. Le document se termine par une conclusion et d'autres domaines ou recommandations de recherche.

Muchas organizaciones buscan contratar servicios de computación en la nube con muchos servicios en la nube, numerosos criterios que deben tenerse en cuenta en el proceso de selección. Por lo tanto, el proceso de selección de servicios en la nube puede considerarse como un tipo de problemas de análisis de decisiones multicriterio con múltiples partes interesadas. En este documento se presenta un marco para seleccionar servicios en la nube teniendo en cuenta el consenso y el uso de números neutrosóficos de valor único para la representación de la indeterminación. El marco propuesto se compone de cinco actividades: marco, recopilación de parámetros, obtención de preferencias, grado de consenso informático, generación de consejos, mecanismos de búsqueda automática de áreas de conflicto y recomendaciones a los expertos para acercar sus preferencias. Se presenta un ejemplo ilustrativo que corrobora la aplicabilidad del modelo. El documento termina con la conclusión y otras áreas o recomendaciones de investigación.

Many organizations are seeking to contract services from cloud computing with many cloud servicesnumerous criteria that should be counted in the selection process. Therefore, the selection process of cloud services can be cosidered as a type of multi-criteria decision analysis problems with multiples stakeholders. In this paper a framework for selecting cloud services taking into account consensus and using single valued neutrosophic numbers for indeterminacy representation is presented. The proposed framework is composed of five activities: framework, gathering parameters, eliciting preferences, computing consensus degree, advice generation,automatic search mechanisms for conflict areas and recommendations to the experts to bring closer their preferences. An illustrative example that corroborates the applicability of the model is presented. The paper ends with conclusion and further areas or research recommendations.

تسعى العديد من المؤسسات إلى التعاقد على خدمات من الحوسبة السحابية مع العديد من الخدمات السحابية معايير عديدة يجب أخذها في الاعتبار في عملية الاختيار. لذلك، يمكن اعتبار عملية اختيار الخدمات السحابية نوعًا من مشاكل تحليل القرار متعددة المعايير مع أصحاب المصلحة المتعددين. في هذه الورقة، يتم تقديم إطار لاختيار الخدمات السحابية مع مراعاة الإجماع واستخدام أرقام نيوتروسوفك ذات قيمة واحدة للتمثيل غير المحدد. يتكون الإطار المقترح من خمسة أنشطة: الإطار، وجمع المعلمات، واستنباط التفضيلات، وحساب درجة الإجماع، وتوليد المشورة، وآليات البحث التلقائي لمناطق النزاع والتوصيات للخبراء لتقريب تفضيلاتهم. يتم تقديم مثال توضيحي يؤكد قابلية تطبيق النموذج. وتنتهي الورقة باستنتاج ومجالات أخرى أو توصيات بحثية.

Keywords

Decision Analysis, Social Sciences, Group Decision Making, QA75.5-76.95, Multi-Criteria Decision Making, Management Science and Operations Research, Computer science, SVN Numbers, Distributed computing, Decision Sciences, Supplier Selection, Data science, Operating system, Theoretical computer science, Electronic computers. Computer science, QA1-939, Cloud computing, Consensus algorithm, Mathematics

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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
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This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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