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Start Over Graduate Program Computer Science and Engineering Year 2013

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

open_access
Open Access
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

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

open_access
Open Access
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

6. Social-enriched Data Analysis and Processing Tools

open_access
Open Access
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

7. Towards Improving Performance and Reliability of Cloud Platforms

open_access
Open Access
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

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

open_access
Open Access
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

15. Property testing and reconstruction with applications to data privacy

open_access
Open Access
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

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

open_access
Open Access
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

17. Coverage Problems in Camera Sensor Networks

open_access
Open Access
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

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

open_access
Open Access
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

20. Multi-target Tracking Using Higher-order Motion Models

open_access
Open Access
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

21. Compiler-based Memory Optimizations for High Performance Computing Systems

open_access
Open Access
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

22. Compiler Optimizations for SIMD/GPU/Multicore Architectures

open_access
Open Access
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

23. Quantum Computing: A Cryptographic Perspective

open_access
Open Access
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

24. Researcher Expertise Search, Homepage Finding and Metadata Extraction

open_access
Open Access
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

26. Fast Regularized Total Least Squares Methods With applications

open_access
Open Access
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

27. Enabling Easier Information Access In Online Discussion Forums

open_access
Open Access
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

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

open_access
Open Access
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

31. Security and Privacy Mechanisms for Web and Third-party Applications

open_access
Open Access
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

32. Mining and indexing graph databases

open_access
Open Access
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

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

open_access
Open Access
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

34. Identifying Similar Objects in Social Networks and Digital Libraries

open_access
Open Access
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

37. Computational Approaches for Integrative Detection of Protein-DNA Interactions

open_access
Open Access
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

38. Pitfalls in the Automated Strengthening of Passwords

open_access
Open Access
Author:
Schmidt, David Eric
Title:
Pitfalls in the Automated Strengthening of Passwords
Graduate Program:
Computer Science and Engineering
Keywords:
Password checking
Password creation policies
Information security
Strong authentication
File:
Download Pitfalls_Automated_Strengthening_Passwords.pdf
Committee Members:
Trent Ray Jaeger, Thesis Advisor/Co-Advisor
Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Lee David Coraor, Thesis Advisor/Co-Advisor