SAFRank : multi-agent based approach for internet services selection
المؤلفون المشاركون
Rabbani, Umran Mujaddid
Martinez Enriquez, Ana Maria
Aslam, Muhammad
المصدر
The International Arab Journal of Information Technology
العدد
المجلد 19، العدد 3 (31 مايو/أيار 2022)، ص ص. 298-306، 9ص.
الناشر
جامعة الزرقاء عمادة البحث العلمي
تاريخ النشر
2022-05-31
دولة النشر
الأردن
عدد الصفحات
9
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
In the era of modern world, organization are preferring to adopt smart solutions for their business tasks and managing huge and complex transactions.
These solutions are provided through online application infrastructures of Internet of Things (IoT), cloud, fog, and edge computing.
In the presence of numerous prospects, the selection benchmark for such offers becomes vibrant, especially, when there is no supportive platform available.
Prevailing approaches provide services by evaluating the quality of service parameters, K-Nearest Neighbours (KNN) classifications, k-mean clustering, assigning scores, trustworthiness and fuzzy logic techniques on customer's feedback.
However, these approaches classically depend on seeker’ feedback and do ‘not consider interrelationship between the services.
Secondly, these techniques do not follow standards derived by well-known organizations like National Institute of Standards and Technology (NIST), International Organization for Standards (ISO), and IEEE.
Feedback may be self-generated or biased and leading to inappropriate recommendation to end users.
To resolve the issue, we propose multi agent based approach using service association factor that computes interrelationship values among services appearing together in a package as SAFRank and evaluates it on standards along with dynamically defined quality of service parameters.
It assists seekers to select the best services on their preferences from pool of IoT and internet services.
The technique is tested on leading cloud vendors and results show that it meets the desires of service seekers in all service models in an efficient manner.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Rabbani, Umran Mujaddid& Aslam, Muhammad& Martinez Enriquez, Ana Maria. 2022. SAFRank : multi-agent based approach for internet services selection. The International Arab Journal of Information Technology،Vol. 19, no. 3, pp.298-306.
https://search.emarefa.net/detail/BIM-1437345
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Rabbani, Umran Mujaddid…[et al.]. SAFRank : multi-agent based approach for internet services selection. The International Arab Journal of Information Technology Vol. 19, no. 3 (May. 2022), pp.298-306.
https://search.emarefa.net/detail/BIM-1437345
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Rabbani, Umran Mujaddid& Aslam, Muhammad& Martinez Enriquez, Ana Maria. SAFRank : multi-agent based approach for internet services selection. The International Arab Journal of Information Technology. 2022. Vol. 19, no. 3, pp.298-306.
https://search.emarefa.net/detail/BIM-1437345
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references : p. 304-305
رقم السجل
BIM-1437345
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