Essays about: "Heterogeneous computing"
Showing result 1 - 5 of 34 essays containing the words Heterogeneous computing.
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1. Lakehouse architecture forsimplifying data sciencepipelines
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : Data management and pre-processing often consume the majority of time spent by datascientists. The data architecture and the configuration of data pipelines significantly influencethe efficiency of this work. READ MORE
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2. Breathing Effects in Proton Scanning for Hodgkin's Lymphoma
University essay from Lunds universitet/SjukhusfysikerutbildningenAbstract : Purpose/Background Proton beam scanning (PBS) for mediastinal Hodgkin's Lymphoma (HL) is limited when treating in free-breathing (FB) due to breathing motion in the thoracic region. Tumour motion and the time structure of the beam delivery will cause interplay and dose blurring effects, resulting in discrepancies of dose in the planned dose distribution both inside and at the edges of tumour volume (TV). READ MORE
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3. Multiscale numerical approximation of morphology formation in ternary mixtures with evaporation : Discrete and continuum models for high-performance computing
University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)Abstract : We propose three models to study morphology formations in interacting ternary mixtures with the evaporation of one component. Our models involve three distinct length scales: microscopic, mesoscopic, and respectively, macroscopic. READ MORE
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4. Proactive auto-scaling for edge computing systems with Kubernetes
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : With the emergence of the Internet of Things and 5G technologies, the edge computing paradigm is playing increasingly important roles with better availability, latency control, and performance. However,existing autoscaling tools for edge computing applications do not utilize heterogeneous resources of edge systems efficiently, leavingscope for performance improvement. READ MORE
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5. Optimization of Heterogeneous Parallel Computing Systems using Machine Learning
University essay from Blekinge Tekniska Högskola/Institutionen för datavetenskapAbstract : Background: Heterogeneous parallel computing systems utilize the combination of different resources CPUs and GPUs to achieve high performance and, reduced latency and energy consumption. Programming applications that target various processing units requires employing different tools and programming models/languages. READ MORE