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Filtering by: Creator Chen, Peter Y. S. Remove constraint Creator: Chen, Peter Y. S. Degree Name Doctor of Philosophy (Ph.D.) Remove constraint Degree Name: Doctor of Philosophy (Ph.D.) Rights Statement In Copyright Remove constraint Rights Statement: In Copyright

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  • Predicting and Improving Throughput, Responsiveness and Battery Life of Computer Systems by Machine Learning

    Creator:
    Li, Yunfan
    Abstract:
    The Machine Learning (ML) algorithms are increasingly explored in varies of fields including designing and optimizing computer systems. Recent research, such as optimizing memory/cache prefetching by ML training or predicting traffic pattern in throughput processors, also exhibits a promising future of introducing ML into computer system design and optimization. Throughput...
    Resource Type:
    Dissertation
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    approved: Lizhong Chen The Machine Learning (ML) algorithms are increasingly explored in varies of

  • Modeling and dating glacier fluctuations and their relation to Pacific Ocean climate

    Creator:
    Anslow, Faron S.
    Abstract:
    This thesis presents the results of an investigation into the interactions between the present-day South Cascade Glacier and the former Mauna Kea ice cap at short (annual to centennial) and long (millennial and multimillennial) time scales. To quantify the response of South Cascade Glacier to atmospheric conditions, a surface energy...
    Resource Type:
    Dissertation
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    Faron S. Anslow*1, Steven Hostetler2, William R. Bidlake3, and Peter U. Clark1 1Department of

  • Design techniques for low-power multi-GS/s analog-to-digital converters

    Creator:
    Jiang, Tao
    Abstract:
    Ultra-high-speed (>10GS/s), medium-resolution (5~6bit), low-power (<50mW) analog-to-digital converter can find it application in the areas of digital oscilloscopes and next-generation serial link receivers. There are several challenges to enable a successful design, however. First, the time-interleaved architecture is required in order to achieve over 10GS/s sampling rate, with the trade-off...
    Resource Type:
    Dissertation
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    : ______________________________________________________ Patrick Y. Chiang Ultra-high-speed (>10GS/s), medium-resolution (5~6bit), low-power

  • Essays on Regional Economic Impact Assessment and Demand Analysis using Disaggregated Data

    Creator:
    Chen, Yunguang
    Abstract:
    The appropriate use of disaggregated economic data not only improves the accuracy and robustness of economic analyses, but also extends the existing economic models to address new aspects of the issue. This dissertation consists of three essays: two essays use disaggregated economic-engineering data to address spatial heterogeneity in economic losses...
    Resource Type:
    Dissertation
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    -141). Springer Berlin Heidelberg. 8 Rose, A., Liao, S.-Y

  • Numerical inversion of laplace transforms by the trapezoidal-type methods

    Creator:
    Lin, FuSen F.
    Abstract:
    In this dissertation, we investigate three numerical methods for inverting the Laplace transform. These methods are all based on the trapezoidal-type approximations to the Bromwich integral. The first method is the direct integration method: It is a straightforward application of the trapezoidal rule to the Bromwich integral, followed by convergence...
    Resource Type:
    Dissertation
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    Sample Transforms. 54 2.5 F(s) = 1/s2 and f(t) = t 56 2.6 F(s) = log(s)/s and f(t) = -'y - Iog(t) 56

  • An Empirical Analysis of the Impact of Climate-related Disasters on the Regional Economy

    Creator:
    Fouzia, Sultana Z.
    Abstract:
    The ongoing climate change has impacted the lives and livelihoods of people. A climate-related disaster acts as an exogenous shock to the economy that can have lingering effects over a larger region even if all the locations are not directly affected. Climate-related disasters do not follow the administrative boundaries. So,...
    Resource Type:
    Dissertation
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    ar ke t A u th o rs D is a st er S tu d y A re a R es o lu ti o n T im e M et h o d

  • Two Essays on Local Government Finances in the United States

    Creator:
    Jung, Jaeho
    Abstract:
    County governments in the United States play important roles in the tax collection and public service provisions. Thus, a better understanding of the local government finances is closely related to the welfares of residents. In this dissertation, I provide two essays: in the first essay, I examine the fiscal impacts...
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    Dissertation
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    Abstract approved: ______________________________________________________ Yong Chen County

  • Machine learning for computer architecture design and optimization

    Creator:
    Penney, Drew
    Abstract:
    Machine learning applied to computer architecture has rapidly transitioned from a theoretical novelty to being a driving force behind design, control, and simulation in practically all components. These machine-learning-based methodologies are further notable for their scalability to increasingly complex design challenges, which has allowed these methodologies to surpass the prior...
    Resource Type:
    Dissertation
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    Chen Machine learning applied to computer architecture has rapidly transitioned from a theoretical

  • The Influence of Entrepreneurs’ Physical and Cognitive Traits on Entrepreneurial Outcomes

    Creator:
    Farah, Nusrat
    Abstract:
    The dissertation examines the effect of two separate yet significant individual level factors—physical and cognitive traits—on entrepreneurial outcomes. The physical factor on which the dissertation focuses is the entrepreneur’s vocal cues and the cognitive traits that the dissertation investigates are the entrepreneur’s goal orientation and his/her ability to take perspectives....
    Resource Type:
    Dissertation
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    the future. A special note of thanks must go to Dr. Charles Y. Murnieks for his helpful feedback

  • A framework for assessing and improving the resilience of complex engineered systems during the early design process

    Creator:
    Mehrpouyan, Hoda
    Abstract:
    As modern systems continue to increase in size and complexity, they pose significant safety and risk management challenges. System engineers and much of the government research efforts are focused on understanding the attributes and characteristics that emerge from the interactions of components and subsystems. As a result, the objective of...
    Resource Type:
    Dissertation
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    Early Design Process Abstract approved: Irem Y. Tumer, Christopher J. Hoyle As modern systems