Germany - Research Services

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Details

Provided by Open Opps
Opportunity closing date
01 October 2021
Opportunity publication date
06 September 2021
Category
73110000
Value of contract
to be confirmed
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Description

Within a project duration of 24 months, this project aims to analyze existing white-box AI models with respect to their energy-saving potentials on the hardware side, on the model side, as well as on the communication side (in distributed training) and to demonstrate the practical applicability of the evaluated techniques and the resulting savings potentials, especially in the energy industry. Exemplary technologies that will be used to demonstrate the energy efficiency potential are the further development of hardware in the direction of FPGA, federated learning, distributed training, model recycling and other innovative approaches. In an application-related dialogue with the energy and digital industries within the framework of workshops, the AI applications to be considered are to be concretized and the results obtained are to be scientifically evaluated.
The services to be provided within the scope of this call for proposals basically comprise five service packages. In order to be able to better estimate the workload for the service packages, the approximate target workload in relation to the total workload is given as a guideline in percent. Service package 1: Network management (approx. 10 percent) Service package 2: Dialogue management (approx. 10 percent) Service package 3: Investigation of the energy efficiency of the AI models (approx. 50 percent) Service package 4: Analysis of further energy efficiency potentials (approx. 10 percent) Service package 5: Short study and final report (approx. 20 percent)

Opportunity closing date
01 October 2021
Value of contract
to be confirmed

About the buyer

Address
Deutsche Energie Agentur GmbH Berlin Germany
Contact
kratochwill@dena.de

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