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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

Author:

Choi, Jinhang

Title:

Context-Aware Design and Optimization of Embedded Deep Neural Network Architectures

Graduate Program:

Computer Science and Engineering

Keywords:

Deep Neural Networks
Design Automation
Parallel Architectures
Edge Computing

File:

Download JChoi-PhDDissertation-final.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Zihan Zhou, Outside Member
Chitaranjan Das, Program Head/Chair

Author:

Narayanan, Iyswarya

Title:

Towards maximizing the efficiency of datacenter power and server infrastructure

Graduate Program:

Computer Science and Engineering

Keywords:

datacenter
power management
resource management
capacity planning
energy storage in a datacenter
datacenters

File:

Download FinalThesis.pdf

Committee Members:

Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Chitaranjan Das, Committee Member
Bhuvan Urgaonkar, Committee Member
Hosam K. Fathy, Outside Member
Timothy Zhu, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Yoon, Eunjung

Title:

Ensuring Service Integrity in Cloud Computing

Graduate Program:

Computer Science and Engineering

Keywords:

Security
Cloud Computing
Big Data
Intrusion Recovery
Computation Integrity
MapReduce

File:

Download EunjungYoon-Dissertation.pdf

Committee Members:

Peng Liu, Dissertation Advisor/Co-Advisor
Sencun Zhu, Committee Chair/Co-Chair
Gang Tan, Committee Member
Bhuvan Urgaonkar, Committee Member
Jia Li, Outside Member
Peng Liu, Committee Chair/Co-Chair
Chitaranjan Das, Program Head/Chair

Author:

Zhang, Haibo

Title:

Optimizing Video Processing for Next-Generation Mobile Platforms

Graduate Program:

Computer Science and Engineering

Keywords:

Mobile Platform
Video Processing
Memory
Caching

File:

Download HaiboZhang-Dissertation.pdf

Committee Members:

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

Author:

Liu, Shen

Title:

Quantitative Privilege Separation with Pointer Supports

Graduate Program:

Computer Science and Engineering

Keywords:

Privilege Separation
Program Analysis
Software Security

File:

Download Quantitative_Privilege_Separation_with_Pointer_Supports.pdf

Committee Members:

Gang Tan, Dissertation Advisor/Co-Advisor
Gang Tan, Committee Chair/Co-Chair
Trent Ray Jaeger, Committee Member
Danfeng Zhang, Committee Member
Peng Liu, Outside Member
Chitaranjan Das, Program Head/Chair

Author:

Alrizah, Mshabab

Title:

Enhancing Ad-blocking Systems for Better Web Browsing Security and Privacy

Graduate Program:

Computer Science and Engineering

Keywords:

Ad-blocking systems
privacy
security
Internet Security
crowdsourcing
Advertisement

File:

Download Mshabab_Dissertation.pdf

Committee Members:

Sencun Zhu, Dissertation Advisor/Co-Advisor
Sencun Zhu, Committee Chair/Co-Chair
Mehrdad Mahdavi, Committee Member
Kamesh Madduri, Committee Member
Jia Li, Outside Member
Xinyu Xing, Dissertation Advisor/Co-Advisor
Xinyu Xing, Committee Chair/Co-Chair
Chitaranjan Das, Program Head/Chair

Author:

Minkin, Ilia

Title:

Applications of the compacted de bruijn graph in Comparative genomics

Graduate Program:

Computer Science and Engineering

Keywords:

De Bruijn graph
Comparative genomics
Sequence alignment
Sequence analysis

File:

Download Minkin-Dissertation.pdf

Committee Members:

Paul Medvedev, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Chair/Co-Chair
Kamesh Madduri, Committee Member
Mingfu Shao, Committee Member
Kateryna Dmytrivna Makova, Outside Member
Chitaranjan Das, Program Head/Chair

Author:

Abumurad, Abdulrahman

Title:

An Automated Framework for Flash ADC Design and Analysis

Graduate Program:

Computer Science and Engineering

Keywords:

TIQ Comparators
Flash ADC
ADC Design Automation
Low-noise ADCs
Quality Flash ADCs
Circuit Layout Generation
Comparator Thresholds selection
Flash ADC and Process-Temperature-Voltage Variation
High-Precision Flash ADCs
Signal Switching Noise in Flash ADCs
Circuit Design Automation

File:

Download PhD_Dissertation_CSE_Abumurad_Final_Submission.pdf

Committee Members:

Kyusun Choi, Dissertation Advisor/Co-Advisor
Kyusun Choi, Committee Chair/Co-Chair
Mehdi Kiani, Committee Member
Mohamed Khaled Almekkawy, Committee Member
Bruce Gluckman, Outside Member
Chitaranjan Das, Program Head/Chair

Author:

Fu, Tao Yang

Title:

GRAPH AND TRAJECTORY MINING: FRAMEWORKS,ALGORITHMS AND APPLICATIONS

Graduate Program:

Computer Science and Engineering

Keywords:

machine learning
representation learning
neural network
network data
trajectory data
spatio-temporal data
node classification
link prediction
travel time estmiation
route planning

File:

Download dissertation_final.pdf

Committee Members:

Wang-Chien Lee, Dissertation Advisor/Co-Advisor
Wang-Chien Lee, Committee Chair/Co-Chair
Sencun Zhu, Committee Member
Kamesh Madduri, Committee Member
Jia Li, Outside Member
Zhen Lei, Dissertation Advisor/Co-Advisor
Paul Medvedev, Committee Member
Chitaranjan Das, Program Head/Chair
Zhen Lei, Committee Chair/Co-Chair