Proposed business intelligence systemthrough big Data
المؤلفون المشاركون
Abd Allah, Husayn S.
Nimah, Sayf Bashshar
المصدر
Engineering and Technology Journal
العدد
المجلد 34، العدد 4B (30 إبريل/نيسان 2016)، ص ص. 528-539، 12ص.
الناشر
تاريخ النشر
2016-04-30
دولة النشر
العراق
عدد الصفحات
12
التخصصات الرئيسية
الملخص EN
Every company or institution in the world has huge amounts of raw data.
Since, we are living now in the era of data and data explosion, data is generated in an alarming rates.
As the Big Data problem emerges, big data cannot be processed by traditional systems due to its huge size, complexity and rapid generation, and since data became the most important element in the business world to drive companies and institutions in the right direction.
Business Intelligence Systems are built to serve that purpose.
This paper introduces a system that will implement a Business Intelligence technique to handle Big Data problem through Hadoop Framework benefiting from its functionalities to provide a parallel processing environment by implementing a cluster of three nodes that will hold the data set and running queries on it in parallel using the functionality of Map Reduce algorithm.
The system consists of four primary stages: first is the stage of loading the data into the cluster, second is the stage of constructing the data warehouse to become the source layer for the data analysis stage to extract the business insights.
The third stage analyzes the data and answers the business problems.
Finally the fourth stage is the data visualization stage where the answers that gathered from the previous stage will take the form of visual charts and graphs that will be contained in a unified business intelligence dashboard that will provide the overall look for the business operations.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Abd Allah, Husayn S.& Nimah, Sayf Bashshar. 2016. Proposed business intelligence systemthrough big Data. Engineering and Technology Journal،Vol. 34, no. 4B, pp.528-539.
https://search.emarefa.net/detail/BIM-705936
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Abd Allah, Husayn S.& Nimah, Sayf Bashshar. Proposed business intelligence systemthrough big Data. Engineering and Technology Journal Vol. 34, no. 4B (2016), pp.528-539.
https://search.emarefa.net/detail/BIM-705936
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Abd Allah, Husayn S.& Nimah, Sayf Bashshar. Proposed business intelligence systemthrough big Data. Engineering and Technology Journal. 2016. Vol. 34, no. 4B, pp.528-539.
https://search.emarefa.net/detail/BIM-705936
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references : p. 539
رقم السجل
BIM-705936
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