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Algorithmic manipulation of probability distributions for networks and mechanisms
(Georgia Institute of Technology, 2018-12-19)
In this thesis we present four different works that solve problems in
dynamic graph algorithms, spectral graph algorithms, computational
economics, and differential privacy. While these areas are not all
strongly ...
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 ...
Accelerated volume rendering via spatial/spectral analysis
(Georgia Institute of Technology, 1996-05)
Approximation algorithms for finding planar and highly connected subgraphs
(Georgia Institute of Technology, 1997)
Transient versioning for concurrency and recovery
(Georgia Institute of Technology, 1996)
Effective fault localization techniques for concurrent software
(Georgia Institute of Technology, 2014-08-19)
Multicore and Internet cloud systems have been widely adopted in recent years and have resulted in the increased development of concurrent programs. However, concurrency bugs are still difficult to test and debug for at ...
Annealing and Tempering for Sampling and Counting
(Georgia Institute of Technology, 2007-07-09)
The Markov Chain Monte Carlo (MCMC) method has been widely used in practice since the 1950's in areas such as biology, statistics, and physics. However, it is only in the last few decades that powerful techniques for ...
Software Tools for Separating Distribution Concerns
(Georgia Institute of Technology, 2005-11-18)
With the advent of the Internet, distributed programming has become a necessity for the majority of application domains. Nevertheless, programming distributed systems remains a delicate and complex task. This dissertation ...
Efficient generation of stereoscopic images and extensions to animation
(Georgia Institute of Technology, 1993-08)
Theoretical Aspects of Randomization in Computation
(Georgia Institute of Technology, 2004-07-12)
Randomness has proved to be a powerful tool in all of computation. It is pervasive in areas such as networking, machine learning, computer graphics, optimization, computational number theory and is "necessary" for cryptography. ...