The campaign's engineers built about 200 different programs that ran on the Amazon service including Dashboard, the remote calling tool, the campaign Web site, donation processing and data analytics applications.
This chapter presents innovative systems existing on clouds for designing and implementing scalable data analytics applications.
The performance of big data analytics application is related to the characteristics of jobs and the configuration of clusters, which have a direct impact on performance of big data analytics applications.
PiCo's programming model aims at making easier the programming of data analytics applications while preserving or enhancing their performance.
In this paper, we propose a genetic algorithm-based job scheduling model for big data analytics applications to improve the efficiency of big data analytics.
Section 4.2 discusses a workflow-based scalable framework and how it can be used for designing scalable data analytics applications on clouds.
Axtria, which is headquartered in New Jersey with an office in Gurgaon, India, offers a series of data analytics applications and services in the cloud.
After the definition of SECRET, the increasing number and the growing complexity of real-time data analytics applications led to a bloom of new distributed SPEs that target cluster platforms to scale with the volume and velocity of input data.
