Related projects
Discover more projects across a range of sectors and discipline — from AI to cleantech to social innovation.
Mitacs brings innovation to more people in more places across Canada and around the world.
Learn MoreWe work closely with businesses, researchers, and governments to create new pathways to innovation.
Learn MoreNo matter the size of your budget or scope of your research, Mitacs can help you turn ideas into impact.
Learn MoreThe Mitacs Entrepreneur Awards and the Mitacs Awards celebrate inspiring entrepreneurs and innovators who are galvanizing cutting-edge research across Canada.
Learn MoreDiscover the people, the ideas, the projects, and the partnerships that are making news, and creating meaningful impact across the Canadian innovation ecosystem.
Learn MoreThe Societe Generale Bank possesses a network of trading applications which generate the hardware consumption data (CPU, memory and network communication). The main usage of this trading system is to receive/ send orders from the market and/ or the clients or vice versa, and based on these order information, business decisions are made accordingly.
The projects main research focus is to use Artificial Intelligence technologies to help better manage hardware capacity and data flow in the network.
To achieve this, we will be using different methodologies such as gradient boosting (and others) to investigate the relationship between the components of this network and make predictions on hardware consumption and how the whole network reacts to data flow and market fluctuation.
Ideally, this research will result in a clearer understanding of the network and help maintain the infrastructure and avoid system crush.
Yi Yang
Yasmine Bouguerche
Mathematics
Information and communications technologies
Accelerate
Discover more projects across a range of sectors and discipline — from AI to cleantech to social innovation.
Find the perfect opportunity to put your academic skills and knowledge into practice!
Find ProjectsThe strong support from governments across Canada, international partners, universities, colleges, companies, and community organizations has enabled Mitacs to focus on the core idea that talent and partnerships power innovation — and innovation creates a better future.