Graphical data aggregation and analysis in dedicated mobile device networks.

• Date: 2019
• Main Authors: Pogorilyy, S. D., Chechula, M. V.
• Format: Article
• Language: Ukrainian
• Published: Інститут проблем реєстрації інформації НАН України 2019
• Subjects: Big Data concept; Deep Learning technology; GPGPU technology; Android operation system; TensorFlow framework; CNTK framework; PyTorch framework; MxNet framework; Caffe framework; Mobile Net neuron network; Squeeze Net neuron network; Inception Net neuron network; NAS Net neuron network
• Online Access: http://drsp.ipri.kiev.ua/article/view/180137
• Journal Title: Data Recording, Storage & Processing

The problem of inefficient processing in the Big Data industry is touched upon. A detailed analysis of the various means to increase the percentage of processed data is provided and the experimental implementation of a way to obtain and preprocess data in a mobile device network in real-time mode is...