An incremental approach for real-time big data visual analytics

Authors: Garcia, I., Casado, R., Bouchachia, A.

Journal: Proceedings 2016 4th International Conference on Future Internet of Things and Cloud Workshops W Ficloud 2016

Publication Date: 14/10/2016

Pages: 177-182

DOI: 10.1109/W-FiCloud.2016.46

Abstract:

In the age of Big Data, the real-Time interactive visualization is a challenge due to latency of executing calculation over terabytes (even, petabytes) datasets. The execution of an operation has to finish before its outcome is displayed, which would be an issue in those scenarios where low-latency responses are required. To address such a requirement, this paper introduces a new approach for real-Time visualization of extremely large data-At-rest as well as data-in-motion by showing intermediate results as soon as they become available. This should allow the data analyst to take decisions in real-Time.

https://eprints.bournemouth.ac.uk/27237/

Source: Scopus