AI hardware performance assessment

Testing, identifying and addressing bottlenecks in complex, AI-driven apps operating in low-connectivity environments to boost efficiency and reliability.

Interested in this service? Contact us at rgiaffreda[at]fbk.eu

Overview

This service is designed to test products that run complex applications, often utilising multiple microservices and heavy AI algorithms, in field conditions with limited or no connectivity to the cloud. 

We offer tailored benchmarking to identify bottlenecks within the solution's architecture, helping TEF customers enhance the efficiency and reliability of their products. 

The service can also incorporate virtual elements, such as enriched datasets and virtual machines hosting containerised modules, alongside physical sensors and infrastructure deployed either in our test field or directly at the client's premises for the duration of the experimentation.

More about the service

Discover more about our service, including how it can benefit you, the delivery process, and the options for customisation tailored to your specific needs!

By using this service, customers can pinpoint potential bottlenecks—such as those related to computational power, storage, or bandwidth—in their proposed solution and gather valuable feedback to resolve any identified issues.

The customer will provide access to the solution's hardware and source code under an NDA, as well as access to field environments if required. The service provider will conduct testing at their premises and deliver a comprehensive test report, including data-driven suggestions for improving efficiency and reliability based on the analysis of field test results.

The service typically spans approximately 16 weeks, with the timeline adjustable based on specific project needs.

Customisation for this service is essential due to the diverse range of algorithms that can be applied for various purposes. To ensure the service meets specific needs, a feasibility study is conducted to gain a deeper understanding of how the solution functions. This study helps tailor the service to optimise performance and address unique requirements effectively.
Location
Italy
Type of Sector
Arable farming
Food processing
Greenhouse
Horticulture
Livestock farming
Tree Crops
Viticulture
Type of service
Collection of test data
Desk assessment
Performance evaluation
Test design
Test setup
Test execution
Accepted type of products
Design / Documentation
Physical system