Multi-agent reinforcement learning for distributed edge caching

There is an exponential increase in the network traffic worldwide due to the growth of social networks, multimedia sharing web services, streaming of video-on-demand (VoD) contents. However, the bandwidth isn’t growing at the same rate as the demand, resulting in a loss of Quality of Service (QoS) and Quality of Experience (QoE) for the users. […]

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Advancing Adjoint-Based Aerodynamic Design Optimization for Industrial Cases

The primary objective of this collaborative research project is to further advance an established industrial strength framework for the aerodynamic design optimization of Advanced Aerodynamic Systems. A major expense during a three-dimensional aerodynamic shape optimization (ASO) is the cost of obtaining design sensitivities or gradients at each design iteration. The computational cost grows rapidly as […]

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Gardyn Home Optimization and Testing for Home-Based Plant Growth Production

Vertical farming is an agricultural approach that involves indoor, large-scale plant cultivation, at multiple levels, with controlled environmental conditions, a hydroponic nutrient solution and artificial light. This space-saving approach to growing fruit and vegetables has the potential to meet increasing fresh produce demand in dense urban areas. In recent years, several commercial entities have marketed […]

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Optimization of rice and other protein based extrusion encapsulation

The proposed project deals with the extrusion encapsulation of bioactive components using rice and corn protein based food matrix. It is well recognized that the performance properties of natural lake pigment encapsulated products are influenced by the structural properties of the matrix protein used for the extrusion encapsulation. The type, mixture and nature of proteins […]

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Visualization of manufacturing complexity highlights on CAD file

Currently, the service provided by GRAD4 allows online storing and sharing of computer-aided design (CAD) models. However, there is no interface developed for visualization of CAD models in the service in a fast and comprehensible way to the users: both manufacturers and buyers. The main challenge of such implementations is in relatively high computational cost […]

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Nonlinear, Multivariate Computational Methods to Measure Complexity of Movement and Back Pain Recovery

With over 100,000 mobile health applications currently available and the volume of data collected using them, developing novel automated approaches to learn from biophysical large-scale data is critical. Wearables have become affordable; mobile devices are display-rich and the flow of information from sensors to mobile devices is sufficiently accessible for enthusiasts. A key question here […]

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Effects of cell culture plastics on dendritic cells activated using ImmunyrTM

Cancer is the leading cause of death in Canada. A promising new way to treat cancer is through the administration of immune cells that target the cancer – an approach called cancer immunotherapy. The goal of this project is to engineer better culture vessels to produce dendritic cells. Dendritic cells are the “gatekeepers” of our […]

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Human Activity Analysis in Sports Videos

Automated human body pose estimation and activity recognition in videos is still one of the challenging problems in computer vision. Generally, it is becomes a significantly difficult task in real world applications due to camera motion, cluttered background, occlusion, and scale/viewpoint/perspective variations. Moreover, the same action performed by two persons can appear to be very […]

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Exploration of the cloud programming paradigm applied to IMS

For economical and simplification purpose Operators in the Telecom market are looking to move as much as possible of their infrastructure from traditional deployment to Cloud deployment. However Cloud deployment of IMS still need to be defined and developed. This project aims at bringing further the knowledge for such a deployment and helping guide future […]

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Color management for low light levels in OLED displays

The objective of the proposed research project is to develop a realistic color appearance model based on the human visual system’s functioning that addresses the issue of noise under low luminance levels. This will be incorporated into algorithms used in the color reproduction and retargeting algorithms of OLED displays. This model should give rise to […]

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Electromagnetic Modeling of Mineralogies

Remarkably, very little prior work exists in the narrowly defined area of electromagnetic modeling of rocks and minerals. It is admittedly a difficult problem that requires, by definition, a multidisciplinary team with representation from both the mining and minerals domain as well as the EM modeling and simulation domain. Such a collocation of resources and […]

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