Active collaboration in datacenter ecosystem to reduce energy consumption and GHG emissions

(duration: 10/2011 – 4/2014 /// funding: Cordis FP7 – ICT systems for energy efficiency)

Project summary
All4Green brings together relevant stakeholders to create a ‘sustainable ICT ecosystem' for the datacentre sector. By enabling more collaboration between energy providers, data centres and their clients, based on their expected flexibilities in supply and demand, ICT resources can be allocated more efficiently to provide the requested services, while saving energy and reducing greenhouse gas (GHG) emissions. It turns out that this collaboration can result in a 10 to 20 % reduction of the overall data centre energy demand.

For this purpose smarter communication structures have been developed, in the form of plug-in systems consisting of agents using the negotation strategies developed in the R&D work packages of the All4Green project. Both data centres and energy providers are represented by agents in their negotations. This allows both parties to match supply and demand. Based on these negotations, the data centres adjust their job scheduling and migration and resource allocation across the federated date centres.

The systems have been tested in three scenario's. The pilot in Passau (Germany) was of particular importance, because it involved an actual energy provider and an actual data centre. As the project has come to a close, the research results are being disseminated and exploited. Acoording to market analysis, the area around London and the region of Paris are particularly appropriate regions for implementing the All4Green negotation platform.

Almende's activities
The contribution of Almende consisted of developing negotiating software agents that represent and act on behalf of all parties involved. Negotiation factors or objectives include the energy costs, greenhouse gas savings, private priorities and other external factors to optimally coordinate and match the dynamic service requests with available energy supplies.

For the first time, the research company has deployed its open source, multi-purpose web-enabled agent platform Eve in the context of an European research project. Based on lessons learned in  this experience, Eve has been confirmed as a reliable agent platform and extended with new functionalities. Also, Almende has developed new algorithms that can be applied to new domains and successfully developed and employed new agent-based simulation models and tools for studying negotiation behaviours at the micro and macro levels.




Ecosystem All4Green


All4Green project website

FIT4Green project website









Related News Related News

Eve 2.0 – Cutty Sark sets sail

This new release of Almende's web-based agent platform has a revisited API and is easier to integrate into any type of project.

Eve Grown Up

Almende releases version 1.0 of its web-based agent platform.

[VIDEO] All4Green Airport Pitch

The All4Green project explained in a quick animation video.