Browsing College of Computing Theses and Dissertations by Title
Now showing items 692-711 of 1071
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Optimal stochastic and distributed algorithms for machine learning
(Georgia Institute of Technology, 2013-07-08)Stochastic and data-distributed optimization algorithms have received lots of attention from the machine learning community due to the tremendous demand from the large-scale learning and the big-data related optimization. ... -
Optimistic semantic synchronization
(Georgia Institute of Technology, 2011-10-06)Within the last decade multi-core processors have become increasingly commonplace with the power and performance demands of modern real-world programs acting to accelerate this trend. The rapid advancements in designing ... -
Optimization and separation for structured submodular functions with constraints
(Georgia Institute of Technology, 2015-02-24)Various kinds of optimization problems involve nonlinear functions of binary variables that exhibit a property of diminishing marginal returns. Such a property is known as submodularity. Vast amount of work has been devoted ... -
An Optimization Framework for Embedded Processors with Auto-Modify Addressing Modes
(Georgia Institute of Technology, 2004-12-08)Modern embedded processors with dedicated address generation unit support memory accesses using indirect addressing mode with auto-increment and auto-decrement. The auto-increment/decrement mode, if properly utilized, can ... -
Optimization-driven emergence of deep hierarchies with applications in data mining and evolution
(Georgia Institute of Technology, 2018-11-09)It is well known that many complex systems, in both nature and technology, exhibit hierarchical modularity: smaller modules, each of them providing a certain function, are used within larger modules that perform more complex ... -
Optimizing computational kernels in quantum chemistry
(Georgia Institute of Technology, 2018-05-01)Density fitting is a rank reduction technique popularly used in quantum chemistry in order to reduce the computational cost of evaluating, transforming, and processing the 4-center electron repulsion integrals (ERIs). ... -
Optimizing data parallelism in applicative languages
(Georgia Institute of Technology, 1990) -
Optimizing the performance of quorum consensus replica control protocols
(Georgia Institute of Technology, 1990) -
Optimizing the Structure of Diffusion Networks: Theory and Algorithms
(Georgia Institute of Technology, 2014-04-09)How can we optimize the topology of a networked system to make it resilient to flus or malware, or also conducive to the spread of information and multimedia? Previous work on information diffusion has focused on modeling ... -
OS support for heterogeneous memory
(Georgia Institute of Technology, 2016-07-29)To address the 'memory wall' problem of future systems, vendors are creating heterogeneous memory structures, supplementing DRAM with on-chip stacked 3D-RAM and high capacity non-volatile memory (NVM). Each of these ... -
Palaver tree online : technological support for classroom integration of Oral History
(Georgia Institute of Technology, 2003-05) -
A paradigm for semantic picture recognition
(Georgia Institute of Technology, 1973-05) -
Parallel algorithms for direct blood flow simulations
(Georgia Institute of Technology, 2012-02-21)Fluid mechanics of blood can be well approximated by a mixture model of a Newtonian fluid and deformable particles representing the red blood cells. Experimental and theoretical evidence suggests that the deformation and ... -
Parallel algorithms for generalized N-body problem in high dimensions and their applications for bayesian inference and image analysis
(Georgia Institute of Technology, 2014-11-11)In this dissertation, we explore parallel algorithms for general N-Body problems in high dimensions, and their applications in machine learning and image analysis on distributed infrastructures. In the first part of this ... -
Parallel and scalable combinatorial string algorithms on distributed memory systems
(Georgia Institute of Technology, 2019-03-29)Methods for processing and analyzing DNA and genomic data are built upon combinatorial graph and string algorithms. The advent of high-throughput DNA sequencing is enabling the generation of billions of reads per experiment. ... -
Parallel and sequential operations with array processors
(Georgia Institute of Technology, 1974-05) -
Parallel discrete event simulation techniques for scientific simulations
(Georgia Institute of Technology, 2005-04-19)Exponential growth in computer technology, both in terms of individual CPUs and parallel technologies over the past decades has triggered rapid progress in large scale simulations. However, despite these achievements it ... -
A parallel geometric multigrid method for finite elements on octree meshes applied to elastic image registration
(Georgia Institute of Technology, 2009-06-24)The first component of this work is a parallel algorithm for constructing non-uniform octree meshes for finite element computations. Prior to octree meshing, the linear octree data structure must be constructed and a ... -
Parallel processor system for digital signal processing
(Georgia Institute of Technology, 1983-08) -
Parallel simulation of scale-free networks
(Georgia Institute of Technology, 2017-08-01)It has been observed that many networks arising in practice have skewed node degree distributions. Scale-free networks are one well-known class of such networks. Achieving efficient parallel simulation of scale-free networks ...