Essays about: "Heterogeneous Networks"
Showing result 21 - 25 of 114 essays containing the words Heterogeneous Networks.
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21. Approaching sustainable mobility utilizing graph neural networks
University essay from Högskolan i Halmstad/Akademin för informationsteknologiAbstract : This report is done in collaboration with WirelessCar for the master of science thesis at Halmstad University. Many different parameters influence fuel consumption. The objective of the report is to evaluate if Graph neural networks are a practical model to perform fuel consumption prediction on areas. READ MORE
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22. Machine Learning Modeling using Heterogeneous Transfer Learning in the Edge Cloud
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : The dynamic nature of the edge cloud and future network infrastructures is another challenge to be added when modeling end-to-end service performance using machine learning. That is, a model that has been trained for one specific environment may see reductions in prediction accuracy over time due to e.g., routing, migration, or scaling decisions. READ MORE
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23. Real-time Anomaly Detection on Financial Data
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : This work presents an investigation of tailoring Network Representation Learning (NRL) for an application in the Financial Industry. NRL approaches are data-driven models that learn how to encode graph structures into low-dimensional vector spaces, which can be further exploited by downstream Machine Learning applications. READ MORE
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24. Task Scheduling Using Discrete Particle Swarm Optimisation
University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)Abstract : Optimising task allocation in networked systems helps in utilising available resources. When working with unstable and heterogeneous networks, task scheduling can be used to optimise task completion time, energy efficiency and system reliability. The dynamic nature of networks also means that the optimal schedule is subject to change over time. READ MORE
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25. Public Goods on Networks : Statics, Welfare & Mechanisms
University essay from Lunds universitet/Institutionen för reglerteknikAbstract : This thesis studies a network game of heterogeneous and asymmetric public goods. Players allocate their wealth between private and public goods, benefiting from the public goods provisioned by their out-neighbors on the network graph. Utilities are given by a Cobb-Douglas function to capture substitutability and decreasing marginal returns. READ MORE