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Author:

Elyasi, Nima

Title:

EXTRACTING BETTER PERFORMANCE FROM THE PARALLELISM OFFERED BY SSDS

Graduate Program:

Computer Science and Engineering

Keywords:

Solid State Drive (SSD)
Scheduling
Data Replication
Tail Latency
Parallelism
Performance

File:

Download Nima_Thesis.pdf

Committee Members:

Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Committee Member
Qian Wang, Outside Member
Changho Choi, Special Member

Author:

Kuo, Yu Hsuan

Title:

SINGLING-OUT VS. BLENDING-IN: OUTLIER DETECTION AND DIFFERENTIAL PRIVACY IN DATA

Graduate Program:

Computer Science and Engineering

Keywords:

outlier detection
outlier explanation
differential privacy

File:

Download PSU_dissertation_kuo.pdf

Committee Members:

Daniel Kifer, Dissertation Advisor/Co-Advisor
Daniel Kifer, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Wang-Chien Lee, Committee Member
Zhenhui Li, Outside Member

Author:

Zhan, Hongyuan

Title:

Temporal and Structural Machine Learning from Transportation Data

Graduate Program:

Computer Science and Engineering

Keywords:

machine learning
time series prediction
optimization
intelligent transportation
structural learning

File:

Download HyZhanDissertation.pdf

Committee Members:

Kamesh Madduri, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Jesse Louis Barlow, Committee Member
Wang-Chien Lee, Committee Member
Necdet S Aybat, Outside Member
Kesheng Wu, Special Member
Xiaoye Sherry Li, Special Member
Gabriel Gomes, Special Member

Author:

Celik, Zeynel Berkay

Title:

Automated IoT Security and Privacy Analysis

Graduate Program:

Computer Science and Engineering

Keywords:

IoT security and privacy
program analysis
security
privacy

File:

Download Automated_IoT_Security_and_Privacy_Analysis.pdf

Committee Members:

Patrick McDaniel, Dissertation Advisor/Co-Advisor
Patrick Drew Mcdaniel, Committee Chair/Co-Chair
Thomas F. La Porta, Committee Member
Gang Tan, Committee Member
David Reitter, Outside Member
A. Selcuk Uluagac, Special Member

Author:

Wang, Yue

Title:

ON IMPROVING THE UTILITY FOR DATA ANALYSES UNDER DIFFERENTIAL PRIVACY

Graduate Program:

Computer Science and Engineering

Keywords:

Differential privacy
statistical data analyses

File:

Download YueWang-Dissertation.pdf

Committee Members:

Daniel Kifer, Dissertation Advisor/Co-Advisor
Daniel Kifer, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Sencun Zhu, Committee Member
Aleksandra B Slavkovic, Outside Member

Author:

Yang, Xiao

Title:

Robust Text Spotting in Natural Images with Deep Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

Text Spotting
Text Recognition
Deep Learning
Computer Vision
Text Detection

File:

Download XiaoYang_Dissertation.pdf

Committee Members:

Daniel Kifer, Dissertation Advisor/Co-Advisor
Daniel Kifer, Committee Chair/Co-Chair
Clyde Lee Giles, Committee Member
Robert Collins, Committee Member
Zihan Zhou, Outside Member

Author:

Kim, Kunho

Title:

Entity Resolution for Large-Scale Databases

Graduate Program:

Computer Science and Engineering

Keywords:

Entity Resolution
Author Name Disambiguation
Record Linkage
Pairwise Classification
Clustering

File:

Download Scalable_Entity_Resolution_for_Scholarly_Databases__5_.pdf

Committee Members:

Clyde Lee Giles, Dissertation Advisor/Co-Advisor
Clyde Lee Giles, Committee Chair/Co-Chair
Daniel Kifer, Committee Member
Rebecca Jane Passonneau, Committee Member
Guido Cervone, Outside Member

Author:

Tang, Xulong

Title:

Irregularity-aware Computation and Data Management in Manycore Systems

Graduate Program:

Computer Science and Engineering

Keywords:

GPGPUs
Manycore architecture
Data locality
Irregular applications

File:

Download PHD_thesis_Xulong.pdf

Committee Members:

Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Chita R. Das, Committee Member
John (Jack) Sampson, Committee Member
Dinghao Wu, Outside Member

Author:

Rengasamy, Prasanna Venkatesh

Title:

Tackling the computation and memory needs of interactive workloads on next generation platforms

Graduate Program:

Computer Science and Engineering

Keywords:

CPU
Memory
Mobile
SoCs
GPGPU
ML
Feature Importance
Criticality
User Interactive
LOST
Load-to-Store
Accelerators
Energy

File:

Download PrasannaThesis.pdf

Committee Members:

Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Committee Member
Dinghao Wu, Outside Member
Chitaranjan Das, Program Head/Chair

Author:

Pattnaik, Ashutosh

Title:

Be(-A)ware of Data Movement: Optimizing Throughput Processors For Efficient Computations

Graduate Program:

Computer Science and Engineering

Keywords:

GPUs
Throughput Processors
Compute Scheduling
Near Data Computing
Processing In Memory

File:

Download AshutoshPattnaik-Dissertation.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Anand Sivasubramaniam, Committee Member
Prasenjit Mitra, Outside Member
Aniruddha Vaidya, Special Member
Asit Mishra, Special Member
Chitaranjan Das, Program Head/Chair
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor