Search

Author:

Lv, Weining

Title:

DEEP SCENE END TO END OCR TOOL

Graduate Program:

Computer Science and Engineering

Keywords:

deep learning ocr system

File:

Download Master_thesis__final.pdf

Committee Members:

Lee Giles, Thesis Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Noureldeen, Ali

Title:

Security Study of Ranking Algorithms

Graduate Program:

Computer Science and Engineering

Keywords:

Ranking Algorthims
Machine Learning

File:

Download AliNoureldeen.pdf

Committee Members:

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

Author:

Yun, Xingzhao

Title:

RECONSTRUCTION OF ULTRASOUND TOMOGRAPHY FOR CANCER DETECTION USING ADVANCED REGULARIZATION METHODS

Graduate Program:

Computer Science and Engineering

Keywords:

ultrasound tomography
inverse scattering problem
regularization

File:

Download Xingzhao_Yun_Master_thesis.pdf

Committee Members:

Almekkawy Mohamed, Thesis Advisor/Co-Advisor

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:

Vie, Valentin

Title:

Adversarial Planning

Graduate Program:

Computer Science and Engineering

Keywords:

planning
cybersecurity
Fast Downward
D*
maze
planner
attack
STRIPS
adversarial planning
window heuristic
state space
window

File:

Download Thesis_Adversarial_planning.pdf

Committee Members:

Patrick D. McDaniel, Thesis Advisor/Co-Advisor
Trent R. Jaeger, Committee 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:

Chen, Cheng Kai

Title:

Biomarkers Discovery Using Network Based Anomaly Detection

Graduate Program:

Computer Science and Engineering

Keywords:

Feature Selectionn
Anomaly Detection
Graph Similarity

File:

Download Cheng-Kai_Chen_thesis_final.pdf

Committee Members:

Vasant Honavar, Thesis Advisor/Co-Advisor

Author:

Alvarez, Raquel

Title:

Application Transiency: Towards a Fair Trade of Personal Information for Application Services

Graduate Program:

Computer Science and Engineering

Keywords:

android
privacy
access control

File:

Download final_thesis_submission.pdf

Committee Members:

Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Trent Ray Jaeger, Committee 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:

Davis, Steven

Title:

Maritime Navigation and Contact Avoidance through Reinforcement Learning

Graduate Program:

Computer Science and Engineering

Keywords:

reinforcement learning
machine learning
maritime
unmanned underwater vehicle
autonomous underwater vehicle
q learning
navigation
autonomous

File:

Download Davis_MS_Thesis_Final.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Phillip Sustersic, Jr., Thesis Advisor/Co-Advisor

Author:

Hakimi, Zeinab

Title:

Collaborative Inference for Distributed Camera System

Graduate Program:

Computer Science and Engineering

Keywords:

Multi View Convolutional Neural Network
Distributed System
Context Awareness
DNN
Object Recognition

File:

Download Thesis_Hakimi.pdf

Committee Members:

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

Author:

Shin, Philip

Title:

CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA

Graduate Program:

Computer Science and Engineering

Keywords:

Context-Aware
Object Detection
Deep Learning
Convolutional Neural Network
MVCNN-Wavg
Multi Camera
Distributed System

File:

Download Shin_Philip_Thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor

Author:

Anderson, Skyler

Title:

Adaptive Neural Network Architectures for Power Aware Inference

Graduate Program:

Computer Science and Engineering

Keywords:

Neural Networks
Power aware inference
convolutional neural networks
semantic segmentation

File:

Download Thesis_Skyler_Anderson.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Author:

Kim, Dong

Title:

Sensor Aware Machine Learning For Edge Devices

Graduate Program:

Computer Science and Engineering

Keywords:

convolutional neural network
machine learning
synthetic dataset

File:

Download Chris_Dong_Hyun_Kim_Master_s_Thesis_Final.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Kyusun Choi, Committee Member
John Morgan Sampson, Committee Member

Author:

Shah, Shail Paragbhai

Title:

CHARACTERIZING AND OPTIMIZING ON-CHIP SHARED MEMORY RESOURCES USING MARKET-DRIVEN MECHANISMS

Graduate Program:

Computer Science and Engineering

Keywords:

Resource Allocation
last level caches
characterization
memory bandwidth
auction mechanism
game theory

File:

Download Shail_thesis.pdf

Committee Members:

Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor

Author:

Huang, Yongzhe

Title:

Automatic IDL Generation for Privilege Separation

Graduate Program:

Computer Science and Engineering

Keywords:

privilege separation
IDL
program partition

File:

Download Master_Thesis_yongzhe_huang.pdf

Committee Members:

Gang Tan, Thesis Advisor/Co-Advisor
Trent Jaeger, Committee 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:

Jain, Aman

Title:

SplitServe: Efficiently splitting complex workloads over IaaS and FaaS

Graduate Program:

Computer Science and Engineering

Keywords:

Public Cloud Computing
Distributed Computing

File:

Download MS_Thesis.pdf

Committee Members:

Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
George Kesidis, Committee 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:

Mahmood, Navid

Title:

APPLYING DEEP LEARNING TECHNIQUES TO GENERATE MEDICAL IMAGES

Graduate Program:

Computer Science and Engineering

Keywords:

Adversarial learning
deep learning
image synthesis
residual learning
Deep learning
Medical image
Generative network
Image registration
Residual learning

File:

Download Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Committee 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

Author:

Hsu, Ting Yao

Title:

AUTOMATED VISUAL STORYTELLING POST-EDITING

Graduate Program:

Computer Science and Engineering

Keywords:

vision-to-language
post-editing
computer vision
natural language processing
deep learning
image captioning

File:

Download Master_Thesis___Automated_Visual_Storytelling_Post_editing.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Committee Member

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:

Sefid, Athar

Title:

Record Linkage Between CiteSeerX and Scholarly Big Datasets

Graduate Program:

Computer Science and Engineering

Keywords:

Entity linking
Record linkage
text mining
data cleaning

File:

Download Athar_Sefid_Master_Thesis.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Prasenjit Mitra, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Jesse Louis Barlow, Committee Member

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:

Wong, Joseph

Title:

Smart Home Surveillance System Through Edge Computing

Graduate Program:

Computer Science and Engineering

Keywords:

smart home
edge computing
security
machine learning
deep learning
motion detection
facial recognition
fog computing

File:

Download thesis_grad.pdf

Committee Members:

Sencun Zhu, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Program Head/Chair

Author:

Clayman, Scott

Title:

Analyzing Pennsylvania’s Economic Resilience Considering Interdependent Infrastructures and Economic Sectors

Graduate Program:

Computer Science and Engineering

Keywords:

economic
disruption
input-output model
inoperability input-output model
multi-regional inoperability input-output model
I-O model
IIM model
MRIIM model
infrastructure
critical infrastructure
economic resilience
economic sectors
industry sectors
bayesian vector autoregression
network
clustering
centrality
components
GDP
forecasting
vulnerability

File:

Download S._Clayman_-_Master_s_Thesis.pdf

Committee Members:

Mohamad Darayi, Thesis Advisor/Co-Advisor
Raghu Sangwan, Committee Member
Satish Mahadevan Srinivasan, Committee Member
Youakim Badr, Committee Member
Colin Neill, Program Head/Chair

Author:

Zafeiroudi, Kyriaki

Title:

Automatic Keyphrase Extraction from Scholarly Documents

Graduate Program:

Computer Science and Engineering

Keywords:

keyphrase extraction
PageRank
word embeddings

File:

Download KDZ_MSThesis.pdf

Committee Members:

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

Author:

Shringarputale, Sushrut Dhawal

Title:

Co-residency attacks on containers are real

Graduate Program:

Computer Science and Engineering

Keywords:

Containers
Orchestrators
Co-residency
Cloud Security

File:

Download Thesis_Title-3.pdf

Committee Members:

Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Thomas F La Porta, Committee Member
Chitaranjan Das, Program Head/Chair