The increasing amount of data being stored and the variety of algorithms proposed to meet processing demands of the data scientists have led to a new generation of computational environments and paradigms. These environments ...

High performance computing (HPC) and mass data processing (big data) are two trends in computing systems for dealing with complex or large data problems. Each of these systems specializes in a set of specific problems with ...

The popularity of online and data-intensive applications presented new challenges to computing. Although cloud computing technology has enabled on-demand resource scheduling, the data access heterogeneity and irregularity ...

System monitoring has an essential role in management, maintenance and to provide feedback through data collection. Particularly, cloud monitoring must address several virtualized resources of dynamic behavior, such as ...

With the advent of new sensors, the amount of data being analyzed has increased more than the ability to process them in real time. If we consider joining data from different sensors to display simultaneously, it becomes ...