Browsing Computer Science Masters Theses by Issue Date
Now showing items 81-89 of 89
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Attacking the Messenger: Exploring the Security of Big Data Messenger Apache Kafka
(North Dakota State University, 2021)As technology becomes faster, cheaper, and more compact, a higher volume of data must be processed. This demand drives the need to process high volumes of data in near real time. As a result, technologies such as Kafka ... -
Next Location Prediction Model: A Geohashed Based Recurrent Neural Network
(North Dakota State University, 2021)This work investigates the significance of choosing appropriate recurrent neural networks (RNNs) architecture for a spatiotemporal next location prediction framework. Dockless shared micro-mobility sharing programs provide ... -
Image Registration and Fusion Application
(North Dakota State University, 2021)Image Registration and Fusion is a process of manipulating two or more input images through a combination of geometric transformation operations and fusion rules to obtain the information from the input images into one ... -
Implementation of Parallel Programming to Improve Transaction Speed and Scalability in Blockchain Systems
(North Dakota State University, 2021)This thesis presents a parallel mining architecture model intended to be used in blockchain systems to improve transaction speed and network scalability while maintaining decentralization. Typical blockchain validation ... -
Analysis of Java's Common Vulnerabilities and Exposures in GitHub's Open-Source Projects
(North Dakota State University, 2022)Java developers rely on code reusability because of its time and effort reduction advantage. However, they are exposed to vulnerabilities in publicly available open-source software (OSS) projects. This study employed a ... -
Sentiment Analysis of COVID-19 Vaccination Impact on Twitter Tweets Using NLP Supervised Learning and RNN Classification Comparison
(North Dakota State University, 2022)Twitter provides a platform for exchanging information and opinions on global concerns like the COVID-19 epidemic. During the COVID-19 pandemic, we used a collection of around 16,180 tweets to derive inferences regarding ... -
Multi-Teacher Knowledge Distillation Using Teacher's Domain Expertise
(North Dakota State University, 2022)Large BERT models cannot be used with low computing power and storage capacity. Knowledge Distillation solves this problem by distilling knowledge into a smaller BERT model while retaining much of the teacher’s accuracy ... -
Analysis of SDR to Detect Long Range RFID Badge Cloners
(North Dakota State University, 2022)This thesis proposes a way of detecting when radio frequency identification (RFID) badge credentials are being captured through the use of software defined radio (SDR). A method for using SDR to detect when badge cloning ... -
An Evaluation Framework for Business Intelligence Visualization
(North Dakota State University, 2022)Nowadays, data visualization is becoming an essential part of data analysis. Business Intelligence Visualization (BIV) is a powerful tool that helps modern business flows faster and smoother than ever before. However, ...