Performance benchmarking of deep learning framework on Intel Xeon Phi

The Journal of Supercomputing - With the success of deep learning (DL) methods in diverse application domains, several deep learning software frameworks have been proposed to facilitate the usage...     

On construction of a network log management system using ELK Stack with Ceph

The Journal of Supercomputing - A log management system is essential for the networks administrator. With a log management tool, we can collect, store, analyze, archive, and finally dispose of the...     

Air quality monitoring and analysis with dynamic training using deep learning

The Journal of Supercomputing - Time series prediction is a challenging predictive modeling case. It is essential to have a prediction model that can adapt to dynamic data. Air quality data show a...     

Cyberattack detection model using deep learning in a network log system with data visualization

The Journal of Supercomputing - Network log data is significant for network administrators, since it contains information on every event that occurs in a network, including system errors, alerts,...     

The implementation of data storage and analytics platform for big data lake of electricity usage with spark

The Journal of Supercomputing - Electricity data could generate a large number of records from smart meter day by day. The traditional architecture might not properly handle the increasingly...