Browsing College of Computing Theses and Dissertations by Title
Now showing items 22-41 of 1071
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Active networks : architectures, composition, and applications
(Georgia Institute of Technology, 1999) -
The active streams approach to adaptive distributed applications and services
(Georgia Institute of Technology, 2001-12) -
Ad hoc distributed simulation: a method for embedded online simulations
(Georgia Institute of Technology, 2013-07-02)The continual growth of computing power in small devices has motivated the development of novel approaches to optimizing operational systems efficiently and effectively. These optimization problems are often so complex ... -
Adaptable Protocol Stack for Future Sensor Networks
(Georgia Institute of Technology, 2006-08-28)The goal of this thesis is to provide an adaptable protocol stack architecture for data fusion applications. Towards the goal, this thesis presents the design of SensorStack, that addresses three key issues. First, ... -
Adaptive and automated index selection in relational database systems
(Georgia Institute of Technology, 1991) -
Adaptive learning in lasso models
(Georgia Institute of Technology, 2015-08-20)Regression with L1-regularization, Lasso, is a popular algorithm for recovering the sparsity pattern (also known as model selection) in linear models from observations contaminated by noise. We examine a scenario where a ... -
An adaptive microscheduler for a multiprogrammed computer system
(Georgia Institute of Technology, 1973) -
Adaptive parallelization of model-base head tracking
(Georgia Institute of Technology, 1999) -
Adaptive real-time management of communication and computation resources
(Georgia Institute of Technology, 2000-08) -
Adaptive visual network analytics: Algorithms, interfaces, and systems for exploration and querying
(Georgia Institute of Technology, 2017-10-04)Large graphs are now commonplace, amplifying the fundamental challenges of exploring, navigating, and understanding massive data. Our work tackles critical aspects of graph sensemaking, to create human-in-the-loop network ... -
Addressing connectivity challenges for mobile computing and communication
(Georgia Institute of Technology, 2014-05-16)Mobile devices are increasingly being relied on for computation intensive and/or communication intensive applications that go beyond simple connectivity and demand more complex processing. This has been made possible by ... -
Addressing Logical Deadlocks through Task-Parallel Language Design
(Georgia Institute of Technology, 2020-12-04)Task-parallel programming languages offer a variety of high-level mechanisms for synchronization that trade off between flexibility and deadlock safety. Some approaches are deadlock-free by construction but support limited ... -
Advanced machine learning approaches for characterization of transcriptional regulatory elements and genome-wide associations
(Georgia Institute of Technology, 2020-03-20)The deep learning revolution has initiated a surge of remarkable achievements in diverse research areas where large volumes of data that underlie complex processes exist. Despite the successful application of deep models ... -
ADVANCING COMPILER OPTIMIZATIONS FOR GENERAL-PURPOSE & DOMAIN-SPECIFIC PARALLEL ARCHITECTURES
(Georgia Institute of Technology, 2020-08-21)Computer hardware is undergoing a major disruption as we approach the end of Moore’s law, in the form of new advancements to general-purpose and domain-specific parallel architectures. Contemporaneously, the demand for ... -
An aggressive live range splitting and coalescing framework for efficient registrar allocation
(Georgia Institute of Technology, 2003-12-01) -
AI-infused security: Robust defense by bridging theory and practice
(Georgia Institute of Technology, 2019-09-20)While Artificial Intelligence (AI) has tremendous potential as a defense against real-world cybersecurity threats, understanding the capabilities and robustness of AI remains a fundamental challenge. This dissertation ... -
Algorithm design on multicore processors for massive-data analysis
(Georgia Institute of Technology, 2010-06-28)Analyzing massive-data sets and streams is computationally very challenging. Data sets in systems biology, network analysis and security use network abstraction to construct large-scale graphs. Graph algorithms such as ... -
Algorithmic aspects of connectivity, allocation and design problems
(Georgia Institute of Technology, 2008-05-23)Most combinatorial optimization problems are NP -hard, which imply that under well- believed complexity assumptions, there exist no polynomial time algorithms to solve them. To cope with the NP-hardness, approximation ... -
Algorithmic Aspects of the Internet
(Georgia Institute of Technology, 2004-07-12)The goal of this thesis is to use and advance the techniques developed in the field of exact and approximation algorithms for many of the problems arising in the context of the Internet. We will formalize the method of ... -
Algorithmic Game Theory
(Georgia Institute of Technology, 2005-07-19)The interaction of theoretical computer science with game theory and economics has resulted in the emergence of two very interesting research directions. First, it has provided a new model for algorithm design, which ...