Search for dissertations about: "effect of computer"
Showing result 1 - 5 of 611 swedish dissertations containing the words effect of computer.
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1. Co-Creators of Scope of Action : An exploration of the dynamic relationship between people, IT, and work in a nursing context
Abstract : Information Technology (IT) is today widespread in our work places, in our spare time and in our society overall. Implementations of IT in organizations come with high expectations on effectiveness, revenue, smoother work processes and so on. READ MORE
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2. QoS Driven Coordinated Management of Resources to Save Energy in Multi-Core Systems
Abstract : Reducing the energy consumption of computing systems is a necessary endeavor. However, saving energy should not come at the expense of degrading user experience. To this end, in this thesis, we assume that applications running on multi-core processors are associated with a quality-of-service (QoS) target in terms of performance constraints. READ MORE
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3. Adaptiveness and Lock-free Synchronization in Parallel Stochastic Gradient Descent
Abstract : The emergence of big data in recent years due to the vast societal digitalization and large-scale sensor deployment has entailed significant interest in machine learning methods to enable automatic data analytics. In a majority of the learning algorithms used in industrial as well as academic settings, the first-order iterative optimization procedure Stochastic gradient descent (SGD), is the backbone. READ MORE
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4. A Study of Combinatorial Optimization Problems in Industrial Computer Systems
Abstract : A combinatorial optimization problem is an optimization problem where the number of possible solutions are finite and grow combinatorially with the problem size. Combinatorial problems exist everywhere in industrial systems. READ MORE
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5. Distributed and federated learning of support vector machines and applications
Abstract : Machine Learning (ML) has achieved remarkable success in solving classification, regression, and related problems over the past decade. In particular the exponential growth of digital data, makes using ML inevitable and necessary to exploit the wealth of information hidden inside the data. READ MORE