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Browsing Auburn Theses and Dissertations by Author "Xiao, Qin"

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Energy Usage Pro ling and Topology-Based Scheduling for Clusters 

Yangyang, Liu (2017-11-30)
Energy saving is rapidly becoming one of the hottest topics in technology field within recent decades. With the development of technology, it brings a sheer increasing trend of data and the growth scale of clusters and ...

Improving Performance of Hadoop Clusters 

Xie, Jiong (2012-01-18)
The MapReduce model has become an important parallel processing model for large- scale data-intensive applications like data mining and web indexing. Hadoop, an open-source implementation of MapReduce, is widely applied ...

Multi Initiator Connected Dominating Set Construction for Mobile Ad Hoc Networks 

Kim, Kyoung (2008-08-15)
Connected dominating set (CDS) has been extensively used for routing and broadcast in mobile ad hoc networks. While existing CDS protocols are successful in constructing CDS of competitive size with localized information, ...

RTAH: Resource and Thermal Aware Hadoop 

Gautam, Dudeja (2014-07-02)
The amount of unstructured data, also known as Big Data in Internet is growing every day. Because the Big data is unstructured, a large-scale distributed batch processing infrastructure like Hadoop is used instead of ...

Using AI Techniques to Understand Text in Different Contexts: Misinformation, COVID-19, and Mental Health 

Jiang, Wenting (2023-07-11)  ETD File Embargoed
This dissertation work consists of three studies. This work uses a multi-pronged approach that draws upon various forms of online textual data using Partial Least Squares Structural Equation Modeling (PLS-SEM) and different ...