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Some of the material in is restricted to members of the community. By logging in, you may be able to gain additional access to certain collections or items. If you have questions about access or logging in, please use the form on the Contact Page.
Clustering is an essential data mining tool that aims to discover inherent cluster structure in data. As such, the study of clusterability, which evaluates whether data possesses such structure, is an integral part of cluster analysis....
Energy efficiency is an important design consideration in nearly all classes of processors, but is of particular importance to mobile and embedded systems. The data cache accounts for a significant portion of processor power. We have...
With globalization and the 4th industrial revolution, the world has become emerged in technology. A smartphone is now capable of holding an entire identity of a person within. It is easy to interpret human behavior using the behavioral...
In today's digital landscape, the widespread availability and simplicity of image manipulation software has contributed to a significant increase in the dissemination of manipulated images. Combined with the rapid spread of controversial...
Statically pipelined processors offer a new way to improve the performance beyond that of a traditional in-order pipeline while simultaneously reducing energy usage by enabling the compiler to control more fine-grained details of the...
High performance computing(HPC) and data center systems have undergone rapid growth in recent years. To meet the current and future demand of compute- and data-intensive applications, these systems require the integration of a large...
Sustainability research of the environment depends on accurate land cover information over large areas. Even with the increased number of satellite systems and sensors acquiring data with improved spectral, spatial, radiometric and...
Recognizing and representing objects of certain categories become increasingly important due to the availability of high-resolution imaging technologies and the explosive amount of digital data. In particular, semantic segmentation of...
DAGDA exposes some of the hidden operations that the hardware uses when performing loads and stores to the compiler to save energy and increase performance. We decouple the micro-operations for loads and stores into two operations: the...
Loop unrolling is a compiler optimization that can improve the performance of applications without explicit intervention from programmers. In this study, we analyze how traditional loop unrolling techniques attempt to improve performance...
Alzheimer's disease (AD) is one of the top 10 leading causes of death in the US; it debilitates memory and impairs cognition. The current core clinical criteria for diagnosis of AD are based on functional deficits and cognitive...
Processors that employ instruction fusion can improve performance and energy usage beyond traditional processors by collapsing and simultaneously executing dependent instruction chains on the critical path. This paper describes compiler...
The dissertation research is focused on improving performance on genome wide nucleosome positioning. Nucleosome is the basic structural unit of DNA in eukaryotic cells. As nucleosomes limit the accessibility of the wrapped DNA to...
Level-one data cache (L1 DC) accesses impact energy usage as they frequently occur and use signif icantly more energy than register file accesses. Modern processors use virtually-indexed, physically tagged caches to reduce the L1 DC...
One of the goals of biology is to be able to understand the structure and interaction of macromolecules, to be able to better understand life at a macromolecular level. One of the most important inventions that revolutionized the study...
Mobile computing is the new norm. As people feel increasingly comfortable computing in public places such as coffee shops and transportation hubs, the threat of exposing sensitive information increases. While solutions exist to guard the...
As the world is moving towards exascale computing, interconnect networks are becoming more and more important because of their omnipresent use in high performance computing systems and in large scale data centers. The performance of an...
Some of the material in is restricted to members of the community. By logging in, you may be able to gain additional access to certain collections or items. If you have questions about access or logging in, please use the form on the Contact Page.
