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Author:

Guha Thakurta, Abhradeep

Title:

Differentially Private Convex Optimization For Empirical Risk Minimization And High-dimensional Regression

Graduate Program:

Computer Science and Engineering

Keywords:

Data Privacy
Differential Privacy
Machine Learning
High-dimensional Statistics
Sparse Regression

File:

Download AbhradeepThakurta-Dissertation.pdf

Committee Members:

Adam Davison Smith, Dissertation Advisor/Co-Advisor
Adam Davison Smith, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Aleksandra B Slavkovic, Committee Member
Sofya Raskhodnikova, Committee Member

Author:

Hadka, David M

Title:

Robust, Adaptable Many-Objective Optimization: The Foundations, Parallelization and Application of the Borg MOEA

Graduate Program:

Computer Science and Engineering

Keywords:

borg
moea
multiobjective
optimization
many-objective
evolutionary
algorithm

File:

Download Hadka_Dissertation_Final.pdf

Committee Members:

Patrick M Reed, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Sofya Raskhodnikova, Committee Member
Soundar Kumara, Committee Member
Timothy William Simpson, Committee Member
Mark Thomas Traband, Committee Member

Author:

Liu, Xingjie

Title:

Social-enriched Data Analysis and Processing Tools

Graduate Program:

Computer Science and Engineering

Keywords:

Social Network Analysis
Recommendation System
Distributed System

File:

Download Xingjie-Dissertation-final.pdf

Committee Members:

Wang Chien Lee, Dissertation Advisor/Co-Advisor
Wang Chien Lee, Committee Chair/Co-Chair
Piotr Berman, Committee Member
Daniel Kifer, Committee Member
Jia Li, Committee Member

Author:

Sharma, Bikash

Title:

Towards Improving Performance and Reliability of Cloud Platforms

Graduate Program:

Computer Science and Engineering

Keywords:

cloud computing
workload characterization
scheduling
resource management
fault diagnosis
virtualization
mapreduce

File:

Download Final_Bikash_Dissertation.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Bhuvan Urgaonkar, Committee Member
Qian Wang, Committee Member
Joseph Hellerstein, Special Member
Raj Acharya, Special Member

Author:

Eze, Melvin

Title:

Sub-50 nm Multi-Segment Interconnect Design: A treatise on Speed, Reliability and Signal Integrity

Graduate Program:

Computer Science and Engineering

Keywords:

Interconnect
Signal Integrity
Offset Switching
Variable Cycle Timing with Temporal Redundancy
NBTI

File:

Download MelvinEze-Dissertation-Final-eTD.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Yuan Xie, Committee Member
Jerzy Ruzyllo, Special Member

Author:

Jha, Madhav

Title:

Property testing and reconstruction with applications to data privacy

Graduate Program:

Computer Science and Engineering

Keywords:

property testing
property reconstruction
Lipschitz function
sublinear algorithms
data privacy

File:

Download Madhav-Dissertation.pdf

Committee Members:

Sofya Raskhodnikova, Dissertation Advisor/Co-Advisor
Sofya Raskhodnikova, Committee Chair/Co-Chair
Piotr Berman, Committee Member
Martin Furer, Committee Member
Jason Ryder Morton, Committee Member

Author:

Jung, Myoungsoo

Title:

Design of a Smart Non-volatile Memory Controller: Architecture Modeling, Systems Analysis, Parallel I/o Processing and Scheduling Algorithms

Graduate Program:

Computer Science and Engineering

Keywords:

Solid State Disks
Non-Volatile Memory
Memory Systems
Embedded Systems
Storage Systems
Parallelism
Scheduling Algorithms

File:

Download mythesis.pdf

Committee Members:

Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Padma Raghavan, Committee Member
Chitaranjan Das, Committee Member
Long Qing Chen, Committee Member

Author:

Wang, Yi

Title:

Coverage Problems in Camera Sensor Networks

Graduate Program:

Computer Science and Engineering

Keywords:

camera sensor
coverage
network protocol
mobile sensing
optimization
scheduling
algorithms

File:

Download YiWang-Dissertation.pdf

Committee Members:

Guohong Cao, Dissertation Advisor/Co-Advisor
Guohong Cao, Committee Chair/Co-Chair
Thomas F Laporta, Committee Member
Robert T Collins, Committee Member
Xiaolong Zhang, Committee Member

Author:

Sharifi, Akbar

Title:

Addressing Power, Performance and End-to-end Qos in Emerging Multicores through system-wide Resource Management

Graduate Program:

Computer Science and Engineering

Keywords:

Multicore Systems
Resource Management
Power
Performance
End-to-End QoS

File:

Download Akbar_Sharifi-Dissertation.pdf

Committee Members:

Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Chitaranjan Das, Committee Member
Padma Raghavan, Committee Member
Qian Wang, Committee Member

Author:

Li, Qinghua

Title:

Security and Privacy Support for Mobile Sensing

Graduate Program:

Computer Science and Engineering

Keywords:

mobile sensing
security and privacy
incentive
data aggregation
opportunistic mobile networks

File:

Download dissertation_QinghuaLi.pdf

Committee Members:

Guohong Cao, Dissertation Advisor/Co-Advisor
Thomas F Laporta, Committee Member
Sencun Zhu, Committee Member
Aylin Yener, Committee Member

Author:

Butt, Asad Anwar

Title:

Multi-target Tracking Using Higher-order Motion Models

Graduate Program:

Computer Science and Engineering

Keywords:

multi-target tracking
graphical models
higher-order models
motion models
min-cost network flow

File:

Download Asad-Dissertation.pdf

Committee Members:

Robert Collins, Committee Chair/Co-Chair
Yanxi Liu, Committee Member
Jesse Louis Barlow, Committee Member
Necdet S Aybat, Committee Member

Author:

Kultursay, Emre

Title:

Compiler-based Memory Optimizations for High Performance Computing Systems

Graduate Program:

Computer Science and Engineering

Keywords:

Compilers
memory optimizations
high performance computing
application-specific hardware accelerators
many-core processors

File:

Download EmreKultursay-Dissertation.pdf

Committee Members:

Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Padma Raghavan, Committee Member
Mary Jane Irwin, Committee Member
Qian Wang, Committee Member
Kemal Ebcioglu, Special Member

Author:

Liu, Jun

Title:

Compiler Optimizations for SIMD/GPU/Multicore Architectures

Graduate Program:

Computer Science and Engineering

Keywords:

Compiler Optimization
SIMD
GPGPU
Multicore
Scheduling
Data Layout Transformation
Tiling

File:

Download JUN-LIU-Dissertation.pdf

Committee Members:

Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mary Jane Irwin, Committee Member
Padma Raghavan, Committee Member
Qian Wang, Committee Member

Author:

Song, Fang

Title:

Quantum Computing: A Cryptographic Perspective

Graduate Program:

Computer Science and Engineering

Keywords:

quantum computing
cryptography
secure computation
zero-knowledge proof
hidden subgroup problem
number field

File:

Download FangSong-Dissertation.pdf

Committee Members:

Sean Hallgren, Dissertation Advisor/Co-Advisor
Adam Smith, Committee Member
Piotr Berman, Committee Member
Jason Ryder Morton, Committee Member

Author:

Gollapalli, Sujatha Das

Title:

Researcher Expertise Search, Homepage Finding and Metadata Extraction

Graduate Program:

Computer Science and Engineering

Keywords:

Academic homepages
Co-training
Feature labeling
Expert search
PageRank
Author-document-topic graph

File:

Download main.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member
Daniel Kifer, Committee Member
David Jonathan Miller, Committee Member
C Lee Giles, Dissertation Advisor/Co-Advisor
Yanjun Qi, Special Member

Author:

Lee, Geun Seop

Title:

Fast Regularized Total Least Squares Methods With applications

Graduate Program:

Computer Science and Engineering

Keywords:

Total Least Squares
Regularization
High Resolution Image Reconstruction
Newton method

File:

Download GeunseopLee-Dissertation.pdf

Committee Members:

Jesse Louis Barlow, Dissertation Advisor/Co-Advisor
Padma Raghavan, Committee Member
Dr Robert Collins, Committee Member
Vishal Monga, Committee Member
Raj Acharya, Committee Member

Author:

Bhatia, Sumit

Title:

Enabling Easier Information Access In Online Discussion Forums

Graduate Program:

Computer Science and Engineering

Keywords:

online discussion forums
web forums
query suggestion
discussion summarization
speech act
dialog act.

File:

Download Bhatia_Thesis.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Wang Chien Lee, Committee Member
Daniel Kifer, Committee Member
Xiaofei Lu, Special Member

Author:

Niu, Dimin

Title:

Modeling and Architecting Emerging Non-volatile Resistive Random Access Memory for Future Computer System

Graduate Program:

Computer Science and Engineering

Keywords:

Memory System
Non-Volatile Memory
Resistive Memory

File:

Download Dimin-Dissertation-final2.pdf

Committee Members:

Yuan Xie, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Donghai Wang, Committee Member

Author:

Xu, Wei

Title:

Security and Privacy Mechanisms for Web and Third-party Applications

Graduate Program:

Computer Science and Engineering

Keywords:

Web application
third-party application
OSN worm
obfuscated JavaScript
Android permission

File:

Download thesis.pdf

Committee Members:

Sencun Zhu, Dissertation Advisor/Co-Advisor
Sencun Zhu, Committee Chair/Co-Chair
Guohong Cao, Committee Member
Heng Xu, Committee Member
David Miller, Committee Member
Lee David Coraor, Committee Member

Author:

Yuan, Dayu

Title:

Mining and indexing graph databases

Graduate Program:

Computer Science and Engineering

Keywords:

data mining
graph database
query processing
index structure
information retrieval

File:

Download YourName-Dissertation.pdf

Committee Members:

Prasenjit Mitra, Dissertation Advisor/Co-Advisor
Prasenjit Mitra, Committee Chair/Co-Chair
C Lee Giles, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Zhenhui Li, Committee Member
Jesse Louis Barlow, Committee Member

Author:

Park, Sungho

Title:

system-on-chip integration of heterogeneous accelerators for perceptual computing

Graduate Program:

Computer Science and Engineering

Keywords:

perceptual computing
system-on-chip
heterogeneous accelerator
stream processing

File:

Download Sungho_Dissertation_Final.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Chitaranjan Das, Committee Member
Dongwon Lee, Committee Member
Kevin M Irick, Special Member

Author:

Chen, Hung-hsuan

Title:

Identifying Similar Objects in Social Networks and Digital Libraries

Graduate Program:

Computer Science and Engineering

Keywords:

link prediction
vertex similarity
expert search
social network

File:

Download HungHsuanChen-Dissertation.pdf

Committee Members:

C Lee Giles, Dissertation Advisor/Co-Advisor
Robert T Collins, Committee Member
Wang Chien Lee, Committee Member
David Jonathan Miller, Committee Member

Author:

Muthukumaran, Divya

Title:

Automating The Placement Of Authorization Hooks in Programs

Graduate Program:

Computer Science and Engineering

Keywords:

Static Analysis
Authorization

File:

Download thesis.pdf

Committee Members:

Trent Ray Jaeger, Dissertation Advisor/Co-Advisor
Patrick Drew Mcdaniel, Committee Member
Adam Smith, Committee Member
John Joseph Hannan, Committee Member
Stephen George Simpson, Committee Member

Author:

Chen, Kuanbei

Title:

Computational Approaches for Integrative Detection of Protein-DNA Interactions

Graduate Program:

Computer Science and Engineering

Keywords:

Computational Biology
Bioinformatics
Peak-Calling
ChIP-seq
Gene regulation
Comparative Genomics

File:

Download Kuan-Bei.dissertation.pdf

Committee Members:

Webb Colby Miller, Dissertation Advisor/Co-Advisor
Webb Colby Miller, Committee Chair/Co-Chair
Dr Yu Zhang, Dissertation Advisor/Co-Advisor
Ross Cameron Hardison, Committee Member
Padma Raghavan, Committee Member
Kamesh Madduri, Committee Member