Browsing AUS Theses & Dissertations by College/Dept "Department of Computer Science and Engineering"
Now showing items 21-40 of 60
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Fault-Tolerant Network Topologies for Datacenters
(2017-05)Data centers are an integral part of cloud computing infrastructure to support various cloud-based services such as web search, email, social networking, distributed file systems and scientific computing. Data centers ... -
A Formal Assisted Approach for Modeling and Testing Security Attacks in IoT Edge Devices
(2023-11)With the rapid growth in the number of IoT devices being added to the network, a major concern that arises is the security of these systems. As these devices are resource constrained, safety measures are difficult to ... -
FPGA-Based Network Traffic Classification Using Machine Learning
(2019-11)Traffic classification is the process of associating network traffic with the application or group of applications that generated it. It is an essential part of network management at datacentres and network operators due ... -
FPGA-based Parallel Hardware Architecture for Real-time Object Classification
(2014-06)Object detection is one of the most important tasks in computer vision. It has multiple applications in many different fields such as face detection, video surveillance and traffic sign recognition. Most of these applications ... -
A Framework for Screening and Classifying Obstructive Sleep Apnea Using Smartphones
(2013-06)Obstructive sleep apnea (OSA) is a serious sleep disorder which is characterized by frequent obstruction of the upper airway, often resulting in oxygen desaturation. The serious negative impact of OSA on human health makes ... -
Fuzzy Logic Based Patients' Monitoring System
(2013-01)The ever increasing health care costs are becoming a major concern to both, individuals and authorities. This has tempted researchers to seek alternative models to the traditional and costly hospital-based monitoring and ... -
Incremental and Heuristic Algorithms for Deriving Adaptive Distinguishing Test Cases for Nondeterministic Finite State Machines
(2017-09)Many methods are proposed for the construction of distinguishing test cases (DTCs) based on a specification given in the form of a Finite State Machine (FSM). In FSM-based testing, we have a black-box FSM Implementation ... -
An Intelligent System Approach for RF Energy Harvesting
(2021-08)RF energy harvesting has emerged as a viable energy source for low-powered devices in wireless sensor networks. It also acts as a replacement for conventional power sources such as batteries. RF energy harvest uses an ... -
An IoT Architecture for Ubiquitous Context-Aware Assessments
(2017-05)Ubiquitous learning environments aim to move students out of classrooms and into the real world where learners can engage in experiential and tangible learning. Ubiquitous assessment systems are one class of learning ... -
Isolating Physical Replacement of Identical IoT Devices Using Machine and Deep Learning Approaches
(2021-04)Many Internet of Things (IoT) applications deploy identical end devices like sensor nodes or surveillance cameras in an organization. The purpose of this thesis was to determine if a malicious physical substitution of one ... -
Load Partitioning for Matrix-Matrix Multiplication on a Cluster of CPUGPU Nodes Using the Divisible Load Paradigm
(2016-11)Matrix-matrix multiplication is a component of many numerical algorithms; however, it is a time consuming operation. Sometimes, when the matrix size is huge, the processing of the matrix-matrix multiplication on a single ... -
A Machine Learning Approach to Predicting Diabetes Complications
(2021-12)Machine learning and data mining techniques have been widely used over the years to extract knowledge from data. The goal of this thesis is to study several diabetes complications. Diabetes Mellitus (DM) is a chronic disease ... -
Machine Learning-Based Approach for EV Charging Behavior
(2021-04)As smart city applications are moving from conceptual models to the development phase, smart transportation, of smart cities’ applications, is gaining ground nowadays. Electric vehicles (EVs) are considered to be one of ... -
MANET Cluster Optimization Using ILP/SAT Techniques
(2012-01)In recent years, there have been several improvements in the performance of Integer Linear Programming (ILP) and Boolean Satisfiability (SAT) solvers. These improvements have encouraged the modeling of complex engineering ... -
Methodology for Selection of Agile Practices
(2013-06)Agile methods have received significant attention in the last ten years and have successfully been applied to many small- to medium-sized projects. They have enjoyed significant popularity amongst developers. Most of the ... -
A Methodology of Rule Discovery from Large-scale Multi-tier Noisy Educational Data
(2018-05)Recent availability of very large amounts of educational data in digital format often leads to data overload where it is difficult to determine important trends and patterns beyond those provided by traditional statistical ... -
A mobile Based Platform for Monitoring Respiratory Diseases
(2016-09)Chronic respiratory diseases are diseases of the airways and other structures of the lung, usually resulting in difficulty in breathing and other symptoms. Chronic obstructive pulmonary disease (COPD) and Asthma are ... -
Modeling Smartphone Power
(2013-06)Battery technology has not advanced rapidly enough to keep pace with the growing energy demands of today's portable electronics. Leading this critical need for energy are smartphone devices which are being deployed and ...