Bandwidth utilization prediction in LAN network using time series modeling
المؤلفون المشاركون
Namil, Ammar T.
Sahib, Muayyad A.
Hasan, Shadha M.
المصدر
Iraqi Journal of Computer, Communications and Control Engineering
العدد
المجلد 19، العدد 2 (30 إبريل/نيسان 2019)، ص ص. 78-89، 12ص.
الناشر
تاريخ النشر
2019-04-30
دولة النشر
العراق
عدد الصفحات
12
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
Monitoring the behavior of computer networks is essential for problem identification and optimal management.
part of this behavior to be monitored is the utilization of the network bandwidth.
several techniques are used to model and forecast network traffic such as time series models, modern data mining techniques, soft computing approaches, and neural networks are used for network traffic analysis and prediction.
efficient bandwidth utilization and optimization are very interesting research issues in effective networks because bandwidth is one of the most required and expensive internet components needed today.
it is generally known that the higher the bandwidth available, the better the network performance, thus an essential aid for network design and bandwidth wastage control and a need for TRA_C models which can capture the characteristics is necessary.
in this paper, a time series prediction models were proposed for LAN office network bandwidth utilization.
the proposed prediction models are tested by using evaluation metrics used in time series such as MSE and performance evaluation plot.
testing results show that the proposed models can enhance the detection of bandwidth traffic and provide an efficient tool for bandwidth utilization.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Namil, Ammar T.& Sahib, Muayyad A.& Hasan, Shadha M.. 2019. Bandwidth utilization prediction in LAN network using time series modeling. Iraqi Journal of Computer, Communications and Control Engineering،Vol. 19, no. 2, pp.78-89.
https://search.emarefa.net/detail/BIM-898671
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Namil, Ammar T.…[et al.]. Bandwidth utilization prediction in LAN network using time series modeling. Iraqi Journal of Computer, Communications and Control Engineering Vol. 19, no. 2 (Apr. 2019), pp.78-89.
https://search.emarefa.net/detail/BIM-898671
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Namil, Ammar T.& Sahib, Muayyad A.& Hasan, Shadha M.. Bandwidth utilization prediction in LAN network using time series modeling. Iraqi Journal of Computer, Communications and Control Engineering. 2019. Vol. 19, no. 2, pp.78-89.
https://search.emarefa.net/detail/BIM-898671
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references : p. 88-89
رقم السجل
BIM-898671
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