دانلود مقاله انگلیسی رایگان:بهینه سازی شبکه های مجازی در طول زمان با استفاده از مدل تحلیل پوششی داده ها ویندوز ضربی - 2019
بلافاصله پس از پرداخت دانلود کنید
دانلود مقاله انگلیسی سیستم های خبره رایگان
  • Optimising virtual networks over time by using Windows Multiplicative DEA model Optimising virtual networks over time by using Windows Multiplicative DEA model
    Optimising virtual networks over time by using Windows Multiplicative DEA model

    سال انتشار:

    2019


    عنوان انگلیسی مقاله:

    Optimising virtual networks over time by using Windows Multiplicative DEA model


    ترجمه فارسی عنوان مقاله:

    بهینه سازی شبکه های مجازی در طول زمان با استفاده از مدل تحلیل پوششی داده ها ویندوز ضربی


    منبع:

    Sciencedirect - Elsevier - Expert Systems With Applications, 132 (2019) 209-225: doi:10:1016/j:eswa:2019:05:005


    نویسنده:

    Francisco Daladier Marques Júnior a , ∗, Ali Emrouznejad b , Kelvin Lopes Dias c , Paulo Roberto Freire Cunha c , JorgeLuiz de Castro e Silva d


    چکیده انگلیسی:

    Recently, the prediction of the most efficient configuration of a vast set of devices used for mounting an optimised cloud computing services and virtual networks environments have attracted growing atten- tion. This paper proposes a paradigm shift in modelling transmission control protocol (TCP) behaviour over time in virtual networks by using data envelopment analysis (DEA) models. Firstly, it proves that self-similarity with long-range dependency is presented differently in every network device. This study implements a novel fractal dimension concept on virtual networks for prediction, where this key in- dex informs if the transport layer forwards services with smooth or jagged behaviour over time. Another substantial contribution is proving that virtual network devices have a distinct fractal memory, TCP band- width performance, and fractal dimension over time, presenting themselves as important factor for fore- casting of spatiotemporal data. Thus, a continuous stepwise fractal performance evaluation framework methodology is developed as an expert system for virtual network assessment and performs a fractal analysis as a knowledge representation. In addition, due to the limitations of classical DEA models, the windows multiplicative data envelopment analysis (WMDEA) model is used to dynamically assess the fractal time series from virtual network hypervisors. For knowledge acquisition, 50 different virtual net- work hypervisors were appraised as decision-making units (DMU). Finally, this expert system also acts as a math hypervisor capable of determining the correct fractal pattern to follow when delivering TCP services in an optimised virtual network.
    Keywords: Cloud computing | Windows multiplicative data envelopment | analysis | Fractal expert system | Virtual Networks | Network Optimisation | Stepwise Performance Evaluation


    سطح: متوسط
    تعداد صفحات فایل pdf انگلیسی: 17
    حجم فایل: 1552 کیلوبایت

    قیمت: رایگان


    توضیحات اضافی:




اگر این مقاله را پسندیدید آن را در شبکه های اجتماعی به اشتراک بگذارید (برای به اشتراک گذاری بر روی ایکن های زیر کلیک کنید)

تعداد نظرات : 0

الزامی
الزامی
الزامی
rss مقالات ترجمه شده rss مقالات انگلیسی rss کتاب های انگلیسی rss مقالات آموزشی