Browsing by Author "Kim, Eun Jung"
Now showing items 1-20 of 81
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Wang, Yu (2019-11-26)In recent years, the emerging of new machine learning algorithms and the fast development of available hardware allow people to perform complex recognition and generation tasks of images, natural languages and speaking ...
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Ahn, Minseon (2012-07-16)Due to the ever-shrinking feature size in CMOS process technology, it is expected that future chip multiprocessors (CMPs) will have hundreds or thousands of processing cores. To support a massively large number of cores, ...
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Puli, Ramprakash Reddy (2018-05-02)The explosion of data availability and fast data analytic requirements led to the advent of data-intensive applications, characterized by their large memory footprint and low data reuse rate. These data intensive applications ...
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Fulton, Troy (2020-04-09)In an age where big data is more available than ever, new high-bandwidth, low-latency memory technology, such as Hybrid Memory Cubes (HMC), have extended into the third dimension to tighten the increasing gap between memory ...
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Hall, Varrian Durand (2009-05-15)The rapid growth of new wireless and mobile devices accessing the internet has led to an increase in the demand for multimedia streaming services. These home-based wireless connections require efficient distribution of ...
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Lee, Heung Ki (2011-02-22)Web cluster systems provide cost-effective solutions when scalable and reliable web services are required. However, as the number of servers in web cluster systems increase, web cluster systems incur long and unpredictable ...
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Li, Yue (2014-04-29)The evolution of data storage technologies has been extraordinary. Hard disk drives that fit in current personal computers have the capacity that requires tons of transistors to achieve in 1970s. Today, we are at the ...
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Kim, Hong-Hoe (2012-12-06)The current education systems in elementary schools are usually using traditional teaching methods such as paper and pencil or drawing on the board. The benefit of paper and pencil is their ease of use. Researchers have ...
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Boyapati, Rahul (2017-05-09)With advances in technology, future multicore systems scaled to 100s and 1000s of cores/accelerators are being touted as an effective solution for extracting huge performance gains using parallel programming paradigms. ...
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Mirbagher Ajorpaz, Samira (2019-10-18)Modern processors rely heavily on speculation to provide performance. Techniques such as branch prediction, caching, prefetching, memory dependence prediction etc. use features from recent program behavior to predict the ...
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Jin, Yu Ho (2010-01-16)Traditionally, the microprocessor design has focused on the computational aspects of the problem at hand. However, as the number of components on a single chip continues to increase, the design of communication architecture ...
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Lee, Man Hee (2009-05-15)Cluster computing has emerged as a common approach for providing more comput- ing and data resources in industry as well as in academia. However, since cluster computer developers have paid more attention to performance ...
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An, Baik Song (2012-10-19)High performance systems have been widely adopted in many fields and the demand for better performance is constantly increasing. And the need of powerful yet flexible systems is also increasing to meet varying application ...
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Kim, Min-seok (Texas A&M University, 2006-08-16)This thesis studies the associative skew clock routing problem, which seeks a clock routing tree such that zero skew is preserved only within identified groups of sinks. Although the number of constraints is reduced, the ...
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Chen, Yi Wei (2022-12-10)Machine learning has succeeded in real-world applications from image classification, speech recognition, to beating human champion in Go games. To accelerate the development of different ap-plications, automated machine ...
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Kim, Dongkun (2011-10-21)The Knife-Edge Scanning Microscope (KESM) enables imaging of an entire mouse brain at sub-micrometer resolution. By using the data sets from the KESM, we can trace the neuronal and vascular structures of the whole mouse ...
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Bhosekar, Shilpa (2018-08-02)Scalable Networks-on-Chip (NoCs) have become the de facto interconnection mechanism in large scale Chip Multiprocessors. NoCs devour a large fraction of the on-chip power budget of which static NoC power consumption is ...
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Siravara, Divya Ravi (2019-04-04)The dawn of the big data era has led to the inception of new and creative compute paradigms that utilize heterogeneity, specialization, processor-in-memory and approximation due to the high demand for memory bandwidth and ...
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Majumder, Pritam (2022-03-04)In our modern world where everyone is always connected through internet, terabytes of data gets generated at every moment through online activities like communication on social media, on-line banking, online shopping, ...
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Kumar, Reeshav (2012-10-19)The performance of low latency Network on Chip (NoC) architectures, which incorporate fast bypass paths to reduce communication latency, is limited by crosstalk induced skewing of signal transitions on link wires. As a ...