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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