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Author:

Rathi, Aditi

Title:

A GPU based implementation of Center Surround Distribution Distance Algorithm for Feature Recognition

Graduate Program:

Electrical Engineering

Keywords:

HPC
Acceleration
CUDA
CSDD
GPU

File:

Download Aditi_Thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Kenneth Jenkins, Thesis Advisor/Co-Advisor

Author:

Suchoski, Bradley Todd

Title:

Adapting Sparse Triangular Solution to GPU

Graduate Program:

Computer Science and Engineering

Keywords:

GPU
Parallel Algorithms
Sparse Iterative Solvers
Sparse Triangular Solution
Graph Coloring

File:

Download BradSuchoski-Thesis-v3.pdf

Committee Members:

Padma Raghavan, Thesis Advisor/Co-Advisor

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

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

Author:

Kesten, Tuba

Title:

A FRAMEWORK FOR ANALYZING APPLICATION INTERFERENCE ON GPUS

Graduate Program:

Computer Science and Engineering

Keywords:

GPU
multiple application
concurrent execution
CUDA
Hyper-Q
NVIDIA
Kepler

File:

Download Thesis_final_Kesten_Tuba.pdf

Committee Members:

Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor

Author:

Chandrashekhar, Anusha

Title:

Acceleration of monocular depth extraction for images

Graduate Program:

Computer Science and Engineering

Keywords:

Monocular depth extraction
GPU
CUDA
Hardware acceleration
non-parametric depth
fast depth estimator
computer vision

File:

Download Thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Author:

Kayiran, Onur

Title:

Parallelism-aware Resource Management Techniques for Many-core Architectures

Graduate Program:

Computer Science and Engineering

Keywords:

GPU
GPGPU
architecture
many-core
throughput
warp
wavefront
scheduling
TLP
thread
parallelism
CTA
heterogeneous

File:

Download dissertation.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Yuan Xie, Committee Member
Kenneth Jenkins, Committee Member
Onur Mutlu, Special Member

Author:

Malife, Chukwudiuto Udechukwu

Title:

PARALLELIZATION STRATEGY FOR MULTIPLE POINT STATISTICS BASED SIMULATION ON GPU

Graduate Program:

Energy and Mineral Engineering

Keywords:

Reservoir Characterization
Reservoir Modeling
MPS
Geostatistics
Geo-statistics
Multiple Point Simulation
Multiple Point Statistics
Multi Point Simulation
Multi Point Statistics
Spatial Estimation
GPU
Parallelization
Graphics Processing Unit

File:

Download MALIFE_U_CHUKWUDIUTO_thesis.pdf

Committee Members:

Sanjay Srinivasan, Thesis Advisor/Co-Advisor

Author:

Lee, Yunju

Title:

VAR: Vulkan API Remoting for GPU-accelerated Rendering and Computation in Virtual Machines

Graduate Program:

Computer Science and Engineering

Keywords:

Virtualization
GPU
Vulkan
API Remoting

File:

Download Lee-thesis.pdf

Committee Members:

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

Author:

Pravitra, Jintasit

Title:

Shipboard UAS Operations with Optimized Landing Trajectories

Graduate Program:

Aerospace Engineering

Keywords:

UAS
EiLQR
iLQR
DDP
shipboard landing
shipboard helicopter
GPU

File:

Download Ep_dissertation.pdf

Committee Members:

Joseph Horn, Major Field Member
Puneet Singla, Major Field Member
Eric Johnson, Chair & Dissertation Advisor
Sean Brennan, Outside Unit & Field Member
Amy Pritchett, Program Head/Chair

Author:

Mohapatra, Sampad

Title:

Development Of A Heterogeneous Architecture Simulation Framework

Graduate Program:

Computer Science and Engineering

Keywords:

simulator
gem5
heterogeneous
architecture
CPU
GPU

File:

Download Sampad_Mohapatra_MS_Thesis.pdf

Committee Members:

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

Author:

Klippel, Paul

Title:

Enabling fast image reconstruction for photoacoustic tomography using GPUs

Graduate Program:

Acoustics

Keywords:

Photoacoustics
Biomedical imaging
GPU
image reconstruction
ultrasound

File:

Download PKlippel_Masters_thesis.pdf

Committee Members:

Yun Jing, Thesis Advisor/Co-Advisor
Julianna Simon, Committee Member
Andrew Barnard, Program Head/Chair
Daniel C. Brown, Committee Member

Author:

Wheatman, Kristina

Title:

Optimal Resource Allocation in Wireless Networks for Multimedia Applications

Graduate Program:

Electrical Engineering

Keywords:

mobile networks
convex optimization
QoE
energy efficiency
video streaming
crowdsourcing
image processing
NUM
MINLP
objective function optimization
multimedia
utility
5G
LTE
base station
GPU
dual
primal
wireless
communications
markov chain
resource allocation
multi-path routing
mobile devices
cellular
network resource blocks
signal estimation
user experience
data download

File:

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Committee Members:

Uday Shanbhag, Outside Unit & Field Member
Guohong Cao, Major Field Member
Vishal Monga, Major Field Member
Mark Mahon, Dissertation Co-Advisor
Thomas La Porta, Chair & Co-Dissertation Advisr
Thomas F La Porta, Program Head/Chair

Author:

Cornelius, Jason

Title:

Mid-Fidelity Performance Analysis for Fixed-Pitch Speed-Controlled Multirotor Aircraft

Graduate Program:

Aerospace Engineering

Keywords:

Helicopter
Multirotor
CFD
Rotorcraft
High Performance Computing
GPU
Coaxial
Coaxial Rotor
Machine Learning
Surrogate Models
Dragonfly
Drone
UAS
Urban Air Mobility
Unmanned Aerial Systems
BEMT
Aerodynamics
Aircraft
C81 Tables
OVERFLOW
ARC2D
Airfoil Performance
NASA
Langley TDT
Langley 14-by 22-ft. Subsonic Tunnel Facility
Langley Transonic Dynamics Tunnel
Hybrid BEMT-URANS CFD
Linux Bash Scripting
GPU CFD Acceleration
Gaussian Process Regression
Neural Networks
Conceptual Design
Preliminary Design

File:

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Committee Members:

Amy Pritchett, Program Head/Chair
Daniel Haworth, Outside Unit & Field Member
Sven Schmitz, Chair & Dissertation Advisor
Jacob Langelaan, Major Field Member
Jose Palacios, Major Field Member
Edward Smith, Major Field Member
Larry Young, Special Signatory

Author:

Kumar, Adithya

Title:

Leveraging Heterogeneity in Designing Systems For Emerging Datacenter Applications

Graduate Program:

Computer Science and Engineering

Keywords:

Heterogeneity
Tail Latency
Deep Learning
SmartNIC
GPU

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Timothy Zhu, Co-Chair of Committee
Bhuvan Urgaonkar, Major Field Member
Anand Sivasubramaniam, Co-Chair & Dissertation Advisor
Qian Wang, Outside Unit & Field Member