دانلود مقاله ISI انگلیسی شماره 153280
ترجمه فارسی عنوان مقاله

یک مدل محاسباتی برای پشتیبانی از تجزیه و تحلیل داده ها در شبکه در اکوسیستم های فدرال

عنوان انگلیسی
A computational model to support in-network data analysis in federated ecosystems
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
153280 2018 13 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Future Generation Computer Systems, Volume 80, March 2018, Pages 342-354

پیش نمایش مقاله
پیش نمایش مقاله  یک مدل محاسباتی برای پشتیبانی از تجزیه و تحلیل داده ها در شبکه در اکوسیستم های فدرال

چکیده انگلیسی

Software-defined networks (SDNs) have proven to be an efficacious tool for undertaking complex data analysis and manipulation within data intensive applications. SDN technology allows us to separate the data path from the control path, enabling in-network processing capabilities to be supported as data is migrated across the network. We propose to leverage software-defined networking (SDN) to gain control over the data transport service with the purpose of dynamically establishing data routes such that we can opportunistically exploit the latent computational capabilities located along the network path. This strategy allows us to minimize waiting times at the destination data center and to cope with spikes in demand for computational capability. We validate our approach using a smart building application in a multi-cloud infrastructure. Results show how the in-transit processing strategy increases the computational capabilities of the infrastructure and influences the percentage of job completion without significantly impacting costs and overheads.