Browsing School of Computing Graduate Theses by Author "Zulkernine, Farhana"
Now showing items 1-6 of 6
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An Analysis of Motion Smoothness in Video Object Detection
Gasmallah, MohammedMachine learning in computer vision has become an invaluable aspect of research on object detection and object tracking. While advancements in current research aim to improve the matching of predictions with ground truth ... -
Binary: a Framework For Big Data Integration For Ad-Hoc Querying
Eftekhari, Azadeh (2016-04-19)Traditional relational database systems are not practical for big data workloads that require scalable architectures for efficient data storage, manipulation, and analysis. Apache Hadoop, one of these big data frameworks, ... -
Cost-Effective Resource Configurations for Executing Data-Intensive Workloads in Public Clouds
Mian, Rizwan (2013-12-04)The rate of data growth in many domains is straining our ability to manage and analyze it. Consequently, we see the emergence of computing systems that attempt to efficiently process data-intensive applications or I/O bound ... -
Deep Learning for Legal and Medical Text Analytics
Lam, JasonApplications of deep learning using text have shown wide success in detecting human emotions, analyzing social media feeds, classifying text and creating compressed representations. While deep learning has been widely ... -
Dynamic Large-Scale Graph Processing over Data Streams with Community Detection as a Case Study
Abughofa, MhdProcessing large graphs provides invaluable insights for the industry and research alike. The applications range from e-commerce, web, and social networking to analyzing gene expressions and cellular signaling. While ... -
Managing Long-Running Queries Using A Query Progress Indicator
Hassannezhad, Mastoureh (2014-12-04)Database management systems (DBMSs) are the essential tools to monitor and manage data and transactions in databases. Normally a database receives hundreds of requests, called workloads so dynamic workload management is ...