Essays about: "Decentralized network"

Showing result 6 - 10 of 137 essays containing the words Decentralized network.

1. 6. Implementing a Network Optimized Federated Learning Method From the Ground up

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

   Author : Gustav Källander; Henning Norén; [2023]
   Keywords : ;

   Abstract : This bachelor thesis presents the implementation ofa simple fully connected neural network (FCNN) and federatedneural network with stochastic quantization from scratch andcompares their performance. Federated learning enables multipleparties to contribute to a machine learning model withoutsharing their sensitive data. READ MORE

3. 7. Emergency Communication for LoRaMesh using Blockchain and Distributed technologies

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Joakim Bjurehov; [2023]
   Keywords : Proof-of-concept; Emergency communication; Messaging application; Blockchain technologies; Distributed technologies;

   Abstract : In today's society we need an emergency communication system to facilitate communication for when disaster strikes. Where the previous attempts only focused on the network communication and were missing a messaging capability between users. READ MORE

4. 8. Differentially Private Random Forests for Network Intrusion Detection in a Federated Learning Setting

   University essay from Mittuniversitetet/Institutionen för data- och elektroteknik (2023-)

   Author : Alexander Frid; [2023]
   Keywords : Machine Learning; Random Forest; Federated Learning; Differential Privacy; Maskininlärning; Random Forest; Federated Learning; Differential Privacy;

   Abstract : För varje dag som går möter stora industrier en ökad mängd intrång i sina IT-system. De flesta befintliga verktyg som använder sig utav maskininlärning är starkt beroende av stora mängder data, vilket innebär risker under dataöverföringen. READ MORE

5. 9. Simulating distributed PV electricity generation on a municipal level : Validating a model for simulating PV electricity generation and implementing it for estimating the aggregated PV generation in Knivsta Municipality

   University essay from Uppsala universitet/Byggteknik och byggd miljö

   Author : Lisa Molin; Sara Ericson; [2023]
   Keywords : photovoltaic generation model; model validation; artificial intelligence; machine learning; convolutional neural network; LIDAR;

   Abstract :   The deployment of distributed photovoltaic (PV) is accelerating worldwide. Understanding when and where PV systems will generate electricity is valuable as it affects the power balance in the grids. One way of obtaining this information is simulating the PV power production of systems detected in Remotely Sensed Data (RSD). READ MORE

6. 10. Consensus Algorithms in Blockchain : A survey to create decision trees for blockchain applications

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

   Author : Xinlin Zhu; [2023]
   Keywords : Blockchain; Cryptocurrency; Consensus Algorithms; Proof of Work; Proof of Stake; Hybrid Consensus; Decision Tree; Blockchain; Kryptovaluta; Consensus Algoritms; Proof of Work; Proof of Stake; Hybrid Consensus; Decision Tree;

   Abstract : Blockchain is a decentralized database that is distributed among a computer network. To enable a smooth decision making process without any authority, different blockchain applications use their own consensus algorithms. The problem is that for a new blockchain application, there is limited aid in deciding which algorithm it should implement. READ MORE