Essays about: "parameters in quality of service"

Showing result 1 - 5 of 94 essays containing the words parameters in quality of service.

1. 1. A Bayesian Bee Colony Algorithm for Hyperparameter Tuning of Stochastic SNNs : A design, development, and proposal of a stochastic spiking neural network and associated tuner

   University essay from Uppsala universitet/Signaler och system

   Author : Oskar Falkeström; [2023]
   Keywords : edge computing; edge user allocation; constraint satisfaction problem; bin packing problem; spiking neural networks; SNN; stochastic spiking neural networks; neuromorphic computing; hyperparameter tuning; swarm intellience; artificial bee colony algorithm; tree-structured Parzen estimator; stochastic optimization; Bayesian optimization.;

   Abstract : With the world experiencing a rapid increase in the number of cloud devices, continuing to ensure high-quality connections requires a reimagining of cloud. One proponent, edge computing, consists of many distributed and close-to-consumer edge servers that are hired by the service providers. READ MORE

3. 2. Simulated annealing for Vehicular Ad-hoc Networks

   University essay from Linnéuniversitetet/Institutionen för fysik och elektroteknik (IFE)

   Author : ETHISH VENUMBAKKA; [2023]
   Keywords : Simulated Annealing; Vehicle Ad Hoc Networks;

   Abstract : In this thesis, we tackle a significant optimization challenge within Vehicular Ad Hoc Networks (VANETs) by employing a simulated annealing approach. We focus on developing an efficient Vehicle Routing Problem (VRP) algorithm to sift through numerous potential solutions and identify the best one. READ MORE

4. 3. Analysis of Performance Parameters for Service Assurance in Radio Access Networks

   University essay from KTH/Hälsoinformatik och logistik

   Author : Daryell Raymat; Mohammed Chaker; [2023]
   Keywords : Key performance indicator in networks; python; data visualisation; cellular network; self-health care; machine learning; Telenor; parameter analysis.; Nyckelprestandaindikator i nätverk; python; datavisualisering; mobilnätverk; själv-hälsovård; maskininlärning; Telenor; parameteranalys.;

   Abstract : During the thesis project, an evaluation tool was developed for Telenor. This tool identifies the most reliable cell within a site based on its standard deviation and systematically ranks the performance of each cell using key performance indicators (KPIs). READ MORE

5. 4. Modeling of Healthcare Delivery in Sweden

   University essay from KTH/Medicinteknik och hälsosystem

   Author : Sabina Dzubur; [2023]
   Keywords : Swedish healthcare; welfare state; primary care; primary health center; model; waiting time; causal loop diagram; quality of care; Svensk sjukvård; välfärdsstat; primärvård; vårdcentral; modell; väntetider; kausaldiagram; vårdkvalitet;

   Abstract : A large part of Swedish medical care is expected to be provided from the primary health centers. However, these centers are experiencing challenges in terms of shortages of personnel, an increased volume of patients, higher workload, increasing queue lengths, and increasing costs. READ MORE

6. 5. Edge Compute Offloading Strategies using Heuristic and Reinforcement Learning Techniques.

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Chrysoula Dikonimaki; [2023]
   Keywords : Computation offloading; Edge Computing; Heuristics; Multi-armed bandit; Beräkningsavlastning; Heuristics; Kantberäkning; Flerarmad bandit-algoritm;

   Abstract : The emergence of 5G alongside the distributed computing paradigm called Edge computing has prompted a tremendous change in the industry through the opportunity for reducing network latency and energy consumption and providing scalability. Edge computing extends the capabilities of users’ resource-constrained devices by placing data centers at the edge of the network. READ MORE