A New Theoretical Approach: A Model Construct for Fault Troubleshooting in Cloud Computing
المؤلفون المشاركون
Shafiq, Muhammad
Alkasem, Ameen
Liu, Hongwei
Zuo, Decheng
المصدر
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-16، 16ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-10-19
دولة النشر
مصر
عدد الصفحات
16
التخصصات الرئيسية
الملخص EN
In cloud computing, there are four effective measurement criteria: (I) priority, (II) fault probability, (III) risk, and (IV) the duration of the repair action determining the efficacy of troubleshooting.
In this paper, we propose a new theoretical algorithm to construct a model for fault troubleshooting; we do this by combining a Naïve-Bayes classifier (NBC) with a multivalued decision diagram (MDD) and influence diagram (ID), which structure and manage problems related to unambiguous modeling for any connection between significant entities.
First, the NBC establish the fault probability based on a Naïve-Bayes probabilistic model for fault diagnosis.
This approach consists of three steps: (I) identifying the network parameters to also show the reliance for probability relationship among the entire set of nodes; (II) determining the structure of the network topology; (III) assessing the probability of the fault being propagated.
This calculates the probability of each node being faulty given the evidence.
Second, the MDD combines the influential factors of four measurements and determines the utility value of prioritizing their actions during each step of the fault troubleshooting which in turn assesses which fault is selected for repair.
We demonstrate how the procedure is adapted by our method, with the host server’s failure to initiate a case-study.
This approach is highly efficient and enables low-risk fault troubleshooting in the field of cloud computing.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Alkasem, Ameen& Liu, Hongwei& Shafiq, Muhammad& Zuo, Decheng. 2017. A New Theoretical Approach: A Model Construct for Fault Troubleshooting in Cloud Computing. Mobile Information Systems،Vol. 2017, no. 2017, pp.1-16.
https://search.emarefa.net/detail/BIM-1189244
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Alkasem, Ameen…[et al.]. A New Theoretical Approach: A Model Construct for Fault Troubleshooting in Cloud Computing. Mobile Information Systems No. 2017 (2017), pp.1-16.
https://search.emarefa.net/detail/BIM-1189244
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Alkasem, Ameen& Liu, Hongwei& Shafiq, Muhammad& Zuo, Decheng. A New Theoretical Approach: A Model Construct for Fault Troubleshooting in Cloud Computing. Mobile Information Systems. 2017. Vol. 2017, no. 2017, pp.1-16.
https://search.emarefa.net/detail/BIM-1189244
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1189244
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر