Kali: Optimizing Resource Utilization in Distributed Clusters

Decreasing operational costs is a key criterion for organizations that manage compute clusters, such as Amazon, Microsoft, Google, Alibaba, etc. One way to decrease costs it to improve resource utilization in the cluster [13, 14]. Yet, high resource utilization can negatively affect workload performance and thus user satisfaction. Performance degradation happens when workloads running on […]

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Using wearable sensor-based technologies to detect changes in health status for prevention of adverse health events and to improve overall quality of life

The project goal is to determine the clinical utility of Orpyx LogR technology to detect gait changes and their efficacy to predict and monitor fall risk. Project I will use existing data to determine sensitivity and specificity for prospective classification of fallers and non-fallers for a composite measure drawn from an extensive battery including single […]

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Using wearable sensor-based technologies to detect changes in health status for prevention of adverse health events and to improve overall quality of life – Year two

The project goal is to determine the clinical utility of Orpyx LogR technology to detect gait changes and their efficacy to predict and monitor fall risk. Project I will use existing data to determine sensitivity and specificity for prospective classification of fallers and non-fallers for a composite measure drawn from an extensive battery including single […]

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Altitude & Heat – environmental synergies to optimize human performance

The environmental stress of altitude and heat have both been shown to elicit divergent adaptive responses and are used by elite athletes to augment training adaptation and subsequent performance. Indeed, 3-4 weeks at moderate altitudes can increase the body’s natural erythropoietin (EPO) responses, raising hemoglobin by 4-6% and enhancing endurance performance. Conversely, as little as […]

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Altitude & Heat – environmental synergies to optimize human performance – Year two

The environmental stress of altitude and heat have both been shown to elicit divergent adaptive responses and are used by elite athletes to augment training adaptation and subsequent performance. Indeed, 3-4 weeks at moderate altitudes can increase the body’s natural erythropoietin (EPO) responses, raising hemoglobin by 4-6% and enhancing endurance performance. Conversely, as little as […]

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Development of improved fuel cell system hybridization, control and on-board diagnostics for heavy duty bus and rail applications

This proposed research project is an extension of a previous NSERC CRD project that is investigating hybridization optimization of Proton Exchange Membrane Fuel Cells (PEMFCs) used in FC bus and rail applications. The models developed in this research are expected to yield improved fuel cell and system lifetimes in service, and improved detection and mitigation […]

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A Behavioural Risk Model for Deposit Only Customers

In this joint collaboration with BNS, we will develop a behavioural risk model to predict the likelihood of future risk of breaking the promise to pay debt for customers who only hold deposit products with BNS. The model will be utilized to support business operations such as credit card and loan pre-approvals. That is to […]

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Developing Optimally Discriminative Subnetwork Markers for Predicting Response to Chemotherapy

Molecular profiles of tumour samples have been widely and successfully used for classification problems. Many algorithms have been proposed to predict classes of tumor samples based on expression profiles. However, prediction of response to cancer treatment has proved to be more challenging and novel approaches with improved generalizability are still highly needed. Recent studies have […]

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Analysis and Optimization for Industrial Safety and Efficiency: Novel Methods for scheduling Resources under Learning-Forgetting Effects

Irwin’s Industrial Safety, as a leading provider of safety and project management services, has collected safety and efficiency data over a list of projects since 2013. As a part of Mitacs Accelerate project, those data have been analyzed and the results have been visualized to enlighten opportunities for future optimization. This research proposes a framework […]

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Simulation and Analysis of Aerators at Fish Farms

Fish farms are a way to satisfy the increasing demand for fish without directly impacting wild stocks. In fish farms water quality significantly impacts fish health and development. Industrial fish farms rely on aerators for multiple purposes, including the oxygenation of water and the isolation of fish from plankton blooms. However, at this time, several […]

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The Essence of Improvisation: Promoting Emotional Fitness in Employees, Products, and Customer Experiences

My proposal directly builds on my Ph.D. work, which has concerned how musical and theatre improvisation can be applied in business and public health settings to promote cognitive and social-cognitive goals. In particular, Lululemon is interested in harnessing the cognitive principles underlying improvisation in order to promote emotional fitness in two complimentary ways––at a human […]

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