Published December 20, 2021 | Version v1
Software Open

Elastic Data Analytics for the Cloud-to-Things Continuum - PoC

  • 1. Laso
  • 2. Berrocal
  • 3. Fernandez
  • 4. Garcia
  • 5. Garcia-Alonso
  • 6. Murillo
  • 7. Dustdar

Description

The massive deployment of Internet-connected devices has led to an increase in the collection of data that are then used by companies to improve their decision-making processes. This growing trend demands more and more cloud and communications infrastructure. The limited resources, the need of sharing them, and the fact that many consumers are interested in the same data call for an efficient management of the available resources. The cloud-to-thing continuum can be used to execute different analytics closer to the data source so infrastructure consumption and data circulation can be optimized. In this paper, different dimensions for achieving elastic analytics and a framework for dynamically modifying their behavior, is proposed.

This artifact corresponds with the proof of concept (PoC) implementation of the framework presented in the paper. 

Files

Elastic-Data-Analytics_Demo-Smart-City-master.zip

Files (13.0 MB)

Additional details

Related works