Performance guarantee for Big Data applications
This asset is fully developed and integrated in the framework of the EUBra-BIGSEA project and it is based on the combination of three key components:
- EC3 which automates the deployment and the initial configuration of a Big Data application and provides also mechanisms for runtime re-configuration (developed by Universitat Politecnica de Valencia),
- A rule-based module for pro-active run-time policies specification and execution (developed by Federal University of Campina Grande),
- A module implementing optimization based policies able to identify the deployment configuration of minimum costs that provides also performance guarantees (e.g., jobs are executed within a time limit or data streams are executed with no loss at a given rate, developed by Politecnico di Milano and Federal University of Minas Gerais).
The three components are developed separately at the four Institutions (UPV, UFCG, Polimi and UFMG). EC3 is more mature and partially in production (basic case). The three components will be integrated during the second year of the project. The modules are being developed considering an OpenStack cloud environment and the usage of OpenStack Monasca as a monitoring tool.
Owner type: Academia/Research