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Author:

Cunningham, James

Title:

Ultrasound Medical Image Processing with Improved Segmentation of Substantia Nigra Hyperechogenicity using Deep Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

ultrasound
image processing
neural network
deep learning
substantia nigra

File:

Download Cunningham_MS_Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
William Evan Higgins, Committee Member

Author:

Ravichandran, Bharadwaj

Title:

BioPose-3D and PressNet-KL: A Path to Understanding Human Pose Stability from Video

Graduate Program:

Computer Science and Engineering

Keywords:

Foot Pressure Estimation
Pose Estimation
Human Stability
Deep Learning
Computer Vision

File:

Download BioPose3D_and_PressNet_KL__A_Path_to_Understanding_Stability_from_Video.pdf

Committee Members:

Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
William Evan Higgins, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Khazbak, Youssef

Title:

Preserving Privacy in Wireless and Mobile Systems

Graduate Program:

Computer Science and Engineering

Keywords:

crowdsourcing
target search
privacy preserving
location privacy
crowdsourcing
mobile systems
target search
collaborative learning

File:

Download Khazbak_dissertation.pdf

Committee Members:

Guohong Cao, Dissertation Advisor/Co-Advisor
Guohong Cao, Committee Chair/Co-Chair
Sencun Zhu, Committee Member
Danfeng Zhang, Committee Member
Zhenhui (jessie) Li, Outside Member
Bhuvan Urgaonkar, 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:

Fan, Mengran

Title:

Accelerate the docking application on heterogeneous computing system

Graduate Program:

Computer Science and Engineering

Keywords:

GPU architecture
Molecular docking

File:

Download MengranFan_Master_Thesis.pdf

Committee Members:

Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Kamesh Madduri, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Alfares, Nader

Title:

Adapting Key-Value Storage Systems to Minimize Cost in the Public Cloud

Graduate Program:

Computer Science and Engineering

Keywords:

Public Cloud
Strong Consistency
AWS
Memcached
Object Sharing
Storage Systems
Systems

File:

Download NaderAlfares-Thesis.pdf

Committee Members:

Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
George Kesidis, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Viveck Ramesh Cadambe, Thesis Advisor/Co-Advisor

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:

Govindaraj, Vineetha

Title:

PowerPrep : A power management technique for user-facing datacenter workloads

Graduate Program:

Computer Science and Engineering

Keywords:

Datacenter workloads
computer architecture

File:

Download POWERPREP__A_POWER_MANAGEMENT_PROPOSAL_FOR_USER_FACING_DATACENTER_WORKLOAD__2_.pdf

Committee Members:

Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Author:

Malis, Alexander

Title:

Robust Network Information Flow Control

Graduate Program:

Computer Science and Engineering

Keywords:

Pi-Calculus
Information Flow Control
Raft
Distributed Computing
Denotational Semantics

File:

Download RNPiFC.pdf

Committee Members:

Danfeng Zhang, Thesis Advisor/Co-Advisor
Sencun Zhu, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Burke, Quinn

Title:

Misreporting Attacks in Software-Defined Networking

Graduate Program:

Computer Science and Engineering

Keywords:

network security
cybersecurity
load balancing
software-defined networking
computer networks

File:

Download thesis.pdf

Committee Members:

Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Ting He, Committee Member

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:

Kandimalla, Bharath

Title:

Subject Category Classification of Scholarly Papers Using Deep Attentive Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

text classification
scholarly big data
text mining
attention model
deep neural networks
word embedding
web of science

File:

Download bharath_mscs_final_thesis.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Daniel Kifer, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Chatterjee, Bodhisatwa

Title:

Optimization of Modern Compilers using Approximate Computing

Graduate Program:

Computer Science and Engineering

Keywords:

Compiler Optimization
Approximate Computing
Dependencies
Parallelization

File:

Download Bodhi_Thesis_Final.pdf

Committee Members:

Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Kamesh Madduri, Committee Member

Author:

Yu, Mingli

Title:

Flow table security in software defined network

Graduate Program:

Computer Science and Engineering

Keywords:

Software Defined Networking
cache inference
Denial of Service attack

File:

Download Mingli_MSThesis__FLOW_TABLE_SECURITY_IN_SOFTWARE_DEFINED_NETWORK.pdf

Committee Members:

Ting He, Thesis Advisor/Co-Advisor
Patrick Drew Mcdaniel, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Bandyopadhyay, Saptarashmi

Title:

Vessel Analysis in Narrow Band Imaging Bronchoscopic Video

Graduate Program:

Computer Science and Engineering

Keywords:

Narrow Band Imaging
Bronchoscopy
Vessel Enhancement
Vessel Segmentation
Artificial Intelligence
Lung Cancer Detection

File:

Download Saptarashmi2020-MS.pdf

Committee Members:

William Evan Higgins, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Jang, Geesun

Title:

High frequency ultrasound imaging with thin-film devices and embedded system

Graduate Program:

Computer Science and Engineering

Keywords:

Ultrasound Imaging
Embedded System
Finger-vein
Biometric

File:

Download _Official__Master_Thesis_-_Geesun_Jang.pdf

Committee Members:

Kyusun Choi, Thesis Advisor/Co-Advisor
Thomas Nelson Jackson, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Pauley, Eric

Title:

Static Instrumentation for Performant Binary Fuzzing

Graduate Program:

Computer Science and Engineering

Keywords:

fuzzing
security
program analysis

File:

Download MS_Thesis.pdf

Committee Members:

Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Danfeng Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Chandran, Makesh Tarun

Title:

Processing In-Memory Architecture Incorporating Systolic Dataflow for Deep Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

Neural Networks
ReRAM
Processing-in-memory
Transformer
BERT
LSTM
CNN
Systolic

File:

Download Makesh_Thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Gong, Qing

Title:

Extending Parallel Datalog with Lattice

Graduate Program:

Computer Science and Engineering

Keywords:

Datalog
Lattice
Scalability
Soufflé

File:

Download Thesis___Extending_Parallel_Datalog_with_Lattice.pdf

Committee Members:

Gang Tan, Thesis Advisor/Co-Advisor
Danfeng Zhang, Committee Member
Chitaranjan Das, Program Head/Chair