A Grey Theory Based Approach to Big Data Risk Management Using FMEA
المؤلفون المشاركون
Henriques de Gusmão, Ana Paula
Mendonça Silva, Maisa
Poleto, Thiago
Camara e Silva, Lúcio
Cabral Seixas Costa, Ana Paula
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2016، العدد 2016 (31 ديسمبر/كانون الأول 2016)، ص ص. 1-15، 15ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2016-08-28
دولة النشر
مصر
عدد الصفحات
15
التخصصات الرئيسية
الملخص EN
Big data is the term used to denote enormous sets of data that differ from other classic databases in four main ways: (huge) volume, (high) velocity, (much greater) variety, and (big) value.
In general, data are stored in a distributed fashion and on computing nodes as a result of which big data may be more susceptible to attacks by hackers.
This paper presents a risk model for big data, which comprises Failure Mode and Effects Analysis (FMEA) and Grey Theory, more precisely grey relational analysis.
This approach has several advantages: it provides a structured approach in order to incorporate the impact of big data risk factors; it facilitates the assessment of risk by breaking down the overall risk to big data; and finally its efficient evaluation criteria can help enterprises reduce the risks associated with big data.
In order to illustrate the applicability of our proposal in practice, a numerical example, with realistic data based on expert knowledge, was developed.
The numerical example analyzes four dimensions, that is, managing identification and access, registering the device and application, managing the infrastructure, and data governance, and 20 failure modes concerning the vulnerabilities of big data.
The results show that the most important aspect of risk to big data relates to data governance.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Mendonça Silva, Maisa& Poleto, Thiago& Camara e Silva, Lúcio& Henriques de Gusmão, Ana Paula& Cabral Seixas Costa, Ana Paula. 2016. A Grey Theory Based Approach to Big Data Risk Management Using FMEA. Mathematical Problems in Engineering،Vol. 2016, no. 2016, pp.1-15.
https://search.emarefa.net/detail/BIM-1112818
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Mendonça Silva, Maisa…[et al.]. A Grey Theory Based Approach to Big Data Risk Management Using FMEA. Mathematical Problems in Engineering No. 2016 (2016), pp.1-15.
https://search.emarefa.net/detail/BIM-1112818
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Mendonça Silva, Maisa& Poleto, Thiago& Camara e Silva, Lúcio& Henriques de Gusmão, Ana Paula& Cabral Seixas Costa, Ana Paula. A Grey Theory Based Approach to Big Data Risk Management Using FMEA. Mathematical Problems in Engineering. 2016. Vol. 2016, no. 2016, pp.1-15.
https://search.emarefa.net/detail/BIM-1112818
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1112818
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