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Start Over Graduate Program Computer Science and Engineering Year 2014

1. PERFORMANCE ANALYSIS AND VISUALIZATION FOR HIGH PERFORMANCE PARALLEL I/O

open_access
Open Access
Author:
Kim, Seong Jo
Title:
PERFORMANCE ANALYSIS AND VISUALIZATION FOR HIGH PERFORMANCE PARALLEL I/O
Graduate Program:
Computer Science and Engineering
Keywords:
MPI-IO
PVFS
collective I/O
I/O stack
code instrumentation
Parallel I/O visualization
File:
Download msthesis.pdf
Committee Members:
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Chitaranjan Das, Thesis Advisor/Co-Advisor

3. "efficient Combinatorial Methods in Sparsification, Summarization and Testing of Large Datasets"

open_access
Open Access
Author:
Yaroslavtsev, Grigory
Title:
"efficient Combinatorial Methods in Sparsification, Summarization and Testing of Large Datasets"
Graduate Program:
Computer Science and Engineering
Keywords:
algorithms
big data
sublinear algorithms
graph theory
sparsification
summarization
File:
Download main.pdf
Committee Members:
Sofya Raskhodnikova, Dissertation Advisor/Co-Advisor
Sofya Raskhodnikova, Committee Chair/Co-Chair
Adam Smith, Committee Member
Piotr Berman, Committee Member
Jason Ryder Morton, Special Member

5. Parallel I/o Profiling and Optimization in Hpc Systems

open_access
Open Access
Author:
Kim, Seong Jo
Title:
Parallel I/o Profiling and Optimization in Hpc Systems
Graduate Program:
Computer Science and Engineering
Keywords:
MPI-IO
PnetCDF
HDF5
PVFS
I/O Software Stack
Code Instrumentation
Code Generation
File:
Download phd14.pdf
Committee Members:
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Padma Raghavan, Committee Member
Dinghao Wu, Committee Member
Rajeev Thakur, Special Member

7. Combinatorial And Algebraic Algorithms In Set Covering And Partitioning Problems

open_access
Open Access
Author:
Yu, Huiwen
Title:
Combinatorial And Algebraic Algorithms In Set Covering And Partitioning Problems
Graduate Program:
Computer Science and Engineering
Keywords:
k-set cover
k-set packing
streaming set cover
space saving
diversifying
File:
Download HuiwenYu-Dissertation.pdf
Committee Members:
Martin Furer, Dissertation Advisor/Co-Advisor
Piotr Berman, Committee Member
Robert T Collins, Committee Member
Stephen George Simpson, Committee Member

8. Quadratic Binary Optimization for Pedestrian Detection in Crowded Scenes

open_access
Open Access
Author:
Rujkietgumjorn, Sitapa
Title:
Quadratic Binary Optimization for Pedestrian Detection in Crowded Scenes
Graduate Program:
Computer Science and Engineering
Keywords:
Pedestrian Detection
Optimized Detection
Quadratic Binary Optimization
Occlusion
Crowds
File:
Download Rujikietgumjorn-Dissertation-final-version.pdf
Committee Members:
Robert T Collins, Dissertation Advisor/Co-Advisor
Robert T Collins, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Kamesh Madduri, Committee Member
Paul GriFfin, Committee Member

11. Utilizing Graphics Processing Units for Rapid Facial Recognition using Video Input

open_access
Open Access
Author:
Gala, Charles Joseph
Title:
Utilizing Graphics Processing Units for Rapid Facial Recognition using Video Input
Graduate Program:
Computer Science and Engineering
Keywords:
facial recognition
graphics processing unit
GPU
CUDA
detection
tracking
recognition
live streaming data
File:
Download CharlesGala_thesis_final.pdf
Committee Members:
Raj Acharya, Thesis Advisor/Co-Advisor
Bruce Einfalt, Thesis Advisor/Co-Advisor
Robert Collins, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

13. A Study of DRAM Optimization to Break the Memory Wall

open_access
Open Access
Author:
Zhang, Tao
Title:
A Study of DRAM Optimization to Break the Memory Wall
Graduate Program:
Computer Science and Engineering
Keywords:
DRAM
Memory Wall
3D-stacked DRAM
Wide IO
Activation
Precharge
Refresh
Sub-array Level Parallelism
File:
Download TaoZhang-Dissertation.pdf
Committee Members:
Yuan Xie, Dissertation Advisor/Co-Advisor
Yuan Xie, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Vijaykrishnan Narayanan, Committee Member
Zhiwen Liu, Committee Member
Raj Acharya, Committee Member

14. Rethinking the memory hierarchy design with nonvolatile memory technologies

open_access
Open Access
Author:
Zhao, Jishen
Title:
Rethinking the memory hierarchy design with nonvolatile memory technologies
Graduate Program:
Computer Science and Engineering
Keywords:
Memory hierarchy
Nonvolatile memory
Persistence
Memory/storage stack
Energy efficiency
Graphics memory
CMP
GPU
File:
Download jishen-zhao-Dissertation.pdf
Committee Members:
Yuan Xie, Dissertation Advisor/Co-Advisor
Yuan Xie, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Vijaykrishnan Narayanan, Committee Member
Zhiwen Liu, Committee Member
Onur Mutlu, Special Member

18. A Framework for Mining Significant Subgraphs and Its Application in Malware Analysis

open_access
Open Access
Author:
Palahan, Sirinda
Title:
A Framework for Mining Significant Subgraphs and Its Application in Malware Analysis
Graduate Program:
Computer Science and Engineering
Keywords:
Significant subgraph
subgraph mining
malware behavior
malware detection
File:
Download sirinda_main_final.pdf
Committee Members:
Daniel Kifer, Dissertation Advisor/Co-Advisor
Robert Collins, Committee Member
John Joseph Hannan, Committee Member
C Lee Giles, Committee Member
Lee David Coraor, Committee Member

19. Analysis of Inter-Component Communication in Mobile Applications Through Retargeting

open_access
Open Access
Author:
Octeau, Damien
Title:
Analysis of Inter-Component Communication in Mobile Applications Through Retargeting
Graduate Program:
Computer Science and Engineering
Keywords:
smartphone
security
application analysis
inter-component communication
File:
Download octeau-dissertation.pdf
Committee Members:
Patrick Drew Mcdaniel, Dissertation Advisor/Co-Advisor
Trent Ray Jaeger, Committee Member
John Joseph Hannan, Committee Member
Stephen George Simpson, Committee Member
Somesh Jha, Special Member

20. Provisioning and Harnessing Energy Storage in Datacenters

open_access
Open Access
Author:
Wang, Di
Title:
Provisioning and Harnessing Energy Storage in Datacenters
Graduate Program:
Computer Science and Engineering
Keywords:
Datacenters
Power Management
Energy Storage
Batteries
File:
Download dissertation.pdf
Committee Members:
Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Bhuvan Urgaonkar, Committee Member
Chitaranjan Das, Committee Member
Hosam Kadry Fathy, Committee Member
Aman Kansal, Special Member
Lee David Coraor, Committee Member

22. Protect Children Online Safety on Social Media and Mobile Platforms

open_access
Open Access
Author:
Chen, Ying
Title:
Protect Children Online Safety on Social Media and Mobile Platforms
Graduate Program:
Computer Science and Engineering
Keywords:
Children
Mobile Apps
Mobile Ads
Android
iOS
Social Media
Cyberbullying
Problematic Content
Solicitation
Text Mining
Privacy
File:
Download Ying_Chen_Dissertation_June_2014_4.pdf
Committee Members:
Sencun Zhu, Dissertation Advisor/Co-Advisor
Heng Xu, Dissertation Advisor/Co-Advisor
Wang Chien Lee, Committee Member
Alan Maceachren, Committee Member

27. A Protean Attack on the Compute-storage Gap in High-performance Computing

open_access
Open Access
Author:
Wilson, Ellis H
Title:
A Protean Attack on the Compute-storage Gap in High-performance Computing
Graduate Program:
Computer Science and Engineering
Keywords:
Distributed Storage
High-Performance Computing
Hadoop
Filesystems
Compression
Deduplication
NAND Flash
Solid State Disks
File:
Download elliswilson_dissertation.pdf
Committee Members:
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Padma Raghavan, Committee Member
Wang Chien Lee, Committee Member
Christopher J Duffy, Committee Member

30. Network Topology Inference with Partial Path Information and Probabilistic Cascading Failures through Interdependent Networks

open_access
Open Access
Author:
Holbert, Brett David
Title:
Network Topology Inference with Partial Path Information and Probabilistic Cascading Failures through Interdependent Networks
Graduate Program:
Computer Science and Engineering
Keywords:
topology inference
cascading failures
fault propagation
File:
Download Holbert_Thesis.pdf
Committee Members:
Thomas La Porta, Thesis Advisor/Co-Advisor

31. Configurable Accelerators for Visual and Text Analytics

open_access
Open Access
Author:
Park, Mi Sun
Title:
Configurable Accelerators for Visual and Text Analytics
Graduate Program:
Computer Science and Engineering
Keywords:
Accelerators
Recognition
Vision
Text Processing
Personal Analytics
File:
Download mspark_dissertation_final_submission.pdf
Committee Members:
Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Mary Jane Irwin, Dissertation Advisor/Co-Advisor
C Lee Giles, Committee Member
Bradley Paul Wyble, Committee Member
Omesh Tickoo, Special Member

32. using attention to enhance efficiency in video-based computer systems

open_access
Open Access
Author:
Xiao, Yang
Title:
using attention to enhance efficiency in video-based computer systems
Graduate Program:
Computer Science and Engineering
Keywords:
FPGA; neuromorphic algorithm; video-based; embedded system
File:
Download Yang_thesis_8.pdf
Committee Members:
Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Yuan Xie, Committee Member
Mahmut Taylan Kandemir, Committee Member
Bradley Paul Wyble, Committee Member
Jack Sampson, Committee Member
Lee David Coraor, Committee Member
Kevin M Irick, Special Member

33. Resilient and Efficient Data Access in Cognitive Radio Networks

open_access
Open Access
Author:
Zhao, Jing
Title:
Resilient and Efficient Data Access in Cognitive Radio Networks
Graduate Program:
Computer Science and Engineering
Keywords:
cognitive radio network
data access
cache management
channel assignment
data replication
File:
Download JingZhao-Dissertation.pdf
Committee Members:
Guohong Cao, Dissertation Advisor/Co-Advisor
Thomas F Laporta, Committee Member
Sencun Zhu, Committee Member
Zhibiao Zhao, Committee Member

34. An examination of Post-CMOS computing techniques using steep-slope device-based architectures

open_access
Open Access
Author:
Swaminathan, Karthik Venkataraman
Title:
An examination of Post-CMOS computing techniques using steep-slope device-based architectures
Graduate Program:
Computer Science and Engineering
Keywords:
Beyond-CMOS computing
Heterojunction Tunnel FET (TFET)
device-to-architecture abstraction
heterogeneous architectures
File:
Download thesis_karthik_swaminathan.pdf
Committee Members:
Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Anand Sivasubramaniam, Committee Member
Jack Sampson, Committee Member
M Jeya Chandra, Committee Member

35. Improving The Reliability And Power-efficiency characteristics Of Emerging Many-core multiprocessors

open_access
Open Access
Author:
Zhao, Hui
Title:
Improving The Reliability And Power-efficiency characteristics Of Emerging Many-core multiprocessors
Graduate Program:
Computer Science and Engineering
Keywords:
Chip Multiprocessors
reliability
power efficiency
program scalability
NoC design
File:
Download HuiZhao-Dissertation.pdf
Committee Members:
Mahmut Kandemir, Mary Jane Irwin, Dissertation Advisor/Co-Advisor
Mahmut Kandemir, Mary Jane Irwin, Committee Chair/Co-Chair
Padma Raghavan, Committee Member
Daniel Connell Haworth, Committee Member
Lee David Coraor, Committee Member

36. Architecture-level Designs using Emerging Non-volatile Memories

open_access
Open Access
Author:
Wang, Jue
Title:
Architecture-level Designs using Emerging Non-volatile Memories
Graduate Program:
Computer Science and Engineering
Keywords:
architecture design
main memory
on-chip cache
non-volatile memory
low power
high performance
File:
Download 1-Thesis.pdf
Committee Members:
Yuan Xie, Dissertation Advisor/Co-Advisor
Yuan Xie, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Xiaolong Zhang, Committee Member

37. Modeling, Circuit Design, and Microarchitectural Optimization of Emerging Resistive Memory

open_access
Open Access
Author:
Xu, Cong
Title:
Modeling, Circuit Design, and Microarchitectural Optimization of Emerging Resistive Memory
Graduate Program:
Computer Science and Engineering
Keywords:
Non-Volatile Memory
ReRAM
Computer Architecture
Memory System
File:
Download CongXu-Dissertation.pdf
Committee Members:
Yuan Xie And Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Yuan Xie, Committee Chair/Co-Chair
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Suman Datta, Committee Member

38. Improving Performance and Energy of Parallel Sparse Computations through Hybrid Linear Solvers and Model-driven Optimization

open_access
Open Access
Author:
Booth, Joshua Dennis
Title:
Improving Performance and Energy of Parallel Sparse Computations through Hybrid Linear Solvers and Model-driven Optimization
Graduate Program:
Computer Science and Engineering
Keywords:
Numerical
Sparse
Linear Solvers
High Performance Computing
Model-Driven
Energy Aware
Hybrid Solvers
Irregular Problems
File:
Download Booth-ThesisMain-V3.pdf
Committee Members:
Padma Raghavan, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Kamesh Madduri, Committee Member
Christopher J Duffy, Special Member

39. Improving Software Security With Concurrent Monitoring, Automated Diagnosis, and Self-shielding

open_access
Open Access
Author:
Zeng, Qiang
Title:
Improving Software Security With Concurrent Monitoring, Automated Diagnosis, and Self-shielding
Graduate Program:
Computer Science and Engineering
Keywords:
Software security
software cruising
automated diagnosis
self-patching
calling context
buffer overflow
File:
Download Qiang-Dissertation.pdf
Committee Members:
Peng Liu, Dissertation Advisor/Co-Advisor
Thomas La Porta, Committee Chair/Co-Chair
Sencun Zhu, Committee Member
Soundar Rajan Tirupatikumara, Committee Member

40. Recommendation Services for Open Source Software Community

open_access
Open Access
Author:
Allaho, Mohammad Yacoub
Title:
Recommendation Services for Open Source Software Community
Graduate Program:
Computer Science and Engineering
Keywords:
Open Source Software
recommender service
network analysis
Degree of Acquaintance
Degree of Knowledge
expert ranking.
File:
Download Dissertation_report_final.pdf
Committee Members:
Wang Chien Lee, Dissertation Advisor/Co-Advisor
Wang Chien Lee, Committee Chair/Co-Chair
C Lee Giles, Committee Member
Piotr Berman, Committee Member
Zhenhui Li, Committee Member