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555. GRAPH AND TRAJECTORY MINING: FRAMEWORKS,ALGORITHMS AND APPLICATIONS

open_access
Open Access
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

556. SELECTION ALGORITHMS FOR TRANSISTOR QUANTIZATION ADC’S BASED ON DYNAMIC PROGRAMMING

open_access
Open Access
Author:
Ozdemir, Ali
Title:
SELECTION ALGORITHMS FOR TRANSISTOR QUANTIZATION ADC’S BASED ON DYNAMIC PROGRAMMING
Graduate Program:
Computer Science and Engineering
Keywords:
TIQ
Flash ADC
Dynamic Programming
DNL
INL
File:
Download Dissertation_Ali_Ozdemir_Summer_2020.pdf
Committee Members:
Kyusun Choi, Dissertation Advisor/Co-Advisor
Kyusun Choi, Committee Chair/Co-Chair
Thomas Jackson, Committee Member
Mohamed Khaled Almekkawy, Committee Member
Susan E Trolier-Mckinstry, Outside Member
Chitaranjan Das, Program Head/Chair

559. Design and Implementation of an Automated Experimentation Facility for a Reconfigurable Geo-Distributed Key-Value Store

open_access
Open Access
Author:
Soni, Praneet
Title:
Design and Implementation of an Automated Experimentation Facility for a Reconfigurable Geo-Distributed Key-Value Store
Graduate Program:
Computer Science and Engineering
Keywords:
Strong Consistency
Geo-distributed
Key-value Store
Experiment Facility
Reconfigurable Storage Service
Erasure Coding
Systems
File:
Download Masters_Thesis_CSE_PSU.pdf
Committee Members:
Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
Viveck Ramesh Cadambe, Committee Member
Chitaranjan Das, Program Head/Chair

561. An Eyes and Hands Model: Extending Visual and Motor Modules for Cognitive Architectures

open_access
Open Access
Author:
Tehranchi, Farnaz
Title:
An Eyes and Hands Model: Extending Visual and Motor Modules for Cognitive Architectures
Graduate Program:
Computer Science and Engineering
Keywords:
User modeling
Visual attention
Motor skills
Cognitive architectures
Cognitive computing
Human-computer interaction
Artificial intelligence
Error detection
Error correction
human errors
Eyes and Hands model
File:
Download FarnazTehranchi_Dissertation_v19.pdf
Committee Members:
Rebecca Jane Passonneau, Dissertation Advisor/Co-Advisor
Rebecca Jane Passonneau, Committee Chair/Co-Chair
Reginald Adams, Jr., Outside Member
Robert Collins, Committee Member
Jesse Louis Barlow, Committee Member
Frank Edward Ritter, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Frank Edward Ritter, Committee Chair/Co-Chair

562. NOBLER : Non Blocking Reconfiguration Protocol For Linearizable Distributed Data Store

open_access
Open Access
Author:
Chandel, Gaurav
Title:
NOBLER : Non Blocking Reconfiguration Protocol For Linearizable Distributed Data Store
Graduate Program:
Computer Science and Engineering
Keywords:
Reconfiguration
Non-Blocking
Linearizable
Memory Stores
ABD
Distributed
System
File:
Download Master_Thesis_CSE_PSU.pdf
Committee Members:
Viveck Ramesh Cadambe, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member
Chitaranjan Das, Program Head/Chair

564. Building a Secure and Privacy-Preserving Smart Camera System

open_access
Open Access
Author:
Beugin, Yohan
Title:
Building a Secure and Privacy-Preserving Smart Camera System
Graduate Program:
Computer Science and Engineering
Keywords:
smart camera system
privacy-preserving
security
secure and authenticated pairing
key tree
encryption
File:
Download Building_a_Secure_and_Privacy_Preserving_Smart_Camera_System.pdf
Committee Members:
Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Gang Tan, Committee Member
Syed Rafiul Hussain, Committee Member
Chitaranjan Das, Program Head/Chair

566. A developer-centric analysis framework for programmable accelerators

open_access
Open Access
Author:
Imran, Muhammad Talha
Title:
A developer-centric analysis framework for programmable accelerators
Graduate Program:
Computer Science and Engineering
Keywords:
hardware/software co-design
programmable accelerators
File:
Download ms_thesis_talha-v2.pdf
Committee Members:
Aasheesh Kolli, Thesis Advisor/Co-Advisor
George Kesidis, Committee Member
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair

568. Modelling Parkinson's Progression using Naturally Spoken Language Features

open_access
Open Access
Author:
Nagarapu, Murali Nandan
Title:
Modelling Parkinson's Progression using Naturally Spoken Language Features
Graduate Program:
Computer Science and Engineering
Keywords:
Parkinson's Disease
Speech Features
Early Prediction
Progression modeling
File:
Download Murali_Nandan_Thesis_-_Thesis.pdf
Committee Members:
Mahanth Gowda, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair

569. Attack Resilience of Cache Replacement Policies: Implementation and Experimentation In SDN

open_access
Open Access
Author:
Nambiar, Namitha
Title:
Attack Resilience of Cache Replacement Policies: Implementation and Experimentation In SDN
Graduate Program:
Computer Science and Engineering
Keywords:
SDN
Dos Attack
Attack Resilience
Cache Replacement Policy
File:
Download Namitha_Nambiar.pdf
Committee Members:
Ting He, Thesis Advisor/Co-Advisor
Patrick Drew Mcdaniel, Committee Member
Chitaranjan Das, Program Head/Chair

570. Case-Specific Lifetime Management Strategies for Long-Lasting Flash Devices

open_access
Open Access
Author:
Choi, Wonil
Title:
Case-Specific Lifetime Management Strategies for Long-Lasting Flash Devices
Graduate Program:
Computer Science and Engineering
Keywords:
NAND Flash
Device Lifetime
Memory Coding
File:
Download Wonil_Dissertation_Final.pdf
Committee Members:
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Chitaranjan Das, Committee Member
Bhuvan Urgaonkar, Committee Member
Dinghao Wu, Outside Member
Chitaranjan Das, Program Head/Chair

571. Detecting and Mitigating Cache-Based Side-Channels

open_access
Open Access
Author:
Brotzman-Smith, Robert
Title:
Detecting and Mitigating Cache-Based Side-Channels
Graduate Program:
Computer Science and Engineering
Keywords:
side-channel
cache
static analysis
mitigation
File:
Download Robert_Brotzman_Dissertation.pdf
Committee Members:
Gang Tan, Dissertation Advisor/Co-Advisor
Gang Tan, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Dinghao Wu, Outside Member
Danfeng Zhang, Committee Chair/Co-Chair
Danfeng Zhang, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

572. Adversarial Attacks and Representation Learning for Graph-structured Data

open_access
Open Access
Author:
Sun, Yiwei
Title:
Adversarial Attacks and Representation Learning for Graph-structured Data
Graduate Program:
Computer Science and Engineering
Keywords:
Adversarial Attacks
Graph Mining
Graph Representation Learning
File:
Download YiweiSunThesis_update.pdf
Committee Members:
Vasant Gajanan Honavar, Dissertation Advisor/Co-Advisor
Suhang Wang, Dissertation Advisor/Co-Advisor
Sencun Zhu, Committee Member
Kamesh Madduri, Committee Member
Soundar Rajan Tirupatikumara, Outside Member
Chitaranjan Das, Program Head/Chair
Vasant Gajanan Honavar, Committee Chair/Co-Chair

573. Inferring Aliasing and Buffer Size Relationship in C via Graph Neural Networks

open_access
Open Access
Author:
Liang, Ke
Title:
Inferring Aliasing and Buffer Size Relationship in C via Graph Neural Networks
Graduate Program:
Computer Science and Engineering
Keywords:
Programming Language
Machine Learning
Link Prediction
Graph Neural Networks
Aliasing and Buffer Size Relationship
Code Analysis
File:
Download Liang_Ke_Thesis__1_.pdf
Committee Members:
Gang Tan, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Program Head/Chair

575. Availability of Privacy Policies and Terms of Service Agreements on the Web

open_access
Open Access
Author:
Nurani Sundareswara, Soundarya
Title:
Availability of Privacy Policies and Terms of Service Agreements on the Web
Graduate Program:
Computer Science and Engineering
Keywords:
Privacy Policy
Terms of Service
Topic Modeling
Availability
Corpus
File:
Download Masters_Thesis___Soundarya.pdf
Committee Members:
C Lee Giles, Thesis Advisor/Co-Advisor
Shomir Wilson, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Arzoo Katiyar, Committee Member

576. Overcoming the bottleneck of extracting and indexing hundreds of millions of academic papers to support a scholarly big data service: a case study of CiteSeerX

open_access
Open Access
Author:
Keesara, Sai Raghav
Title:
Overcoming the bottleneck of extracting and indexing hundreds of millions of academic papers to support a scholarly big data service: a case study of CiteSeerX
Graduate Program:
Computer Science and Engineering
Keywords:
Information Retrieval
Information Extraction
Digital Libraries
Search Engine
Scalability
Academic Libraries
Elasticsearch
File:
Download Keesara_Thesis_May2021.pdf
Committee Members:
C Lee Giles, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member
Jian Wu, Special Signatory
Chitaranjan Das, Program Head/Chair

577. INFERALL: COORDINATED OPTIMIZATION FOR MACHINE LEARNING INFERENCE SERVING IN PUBLIC CLOUD

open_access
Open Access
Author:
Kumar, Pramod
Title:
INFERALL: COORDINATED OPTIMIZATION FOR MACHINE LEARNING INFERENCE SERVING IN PUBLIC CLOUD
Graduate Program:
Computer Science and Engineering
Keywords:
ML Inference system
Machine learning in public cloud
Machine-learning-as-a-service (MLaaS)
Inference
Serving
Batching
Cloud
Serverless
Service Level Objective (SLO)
Cost-effective
Optimization
Modeling
Prediction
Machine learning inference
File:
Download Pramod_Kumar_Thesis.pdf
Committee Members:
Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair
Bhuvan Urgaonkar, Committee Member

579. Apply Human Computer Interaction Principles to an Augmented Reality App for Human Motion Sequence Observation

open_access
Open Access
Author:
Cao, Haonan
Title:
Apply Human Computer Interaction Principles to an Augmented Reality App for Human Motion Sequence Observation
Graduate Program:
Computer Science and Engineering
Keywords:
Augmented Reality
Human Computer Interaction
File:
Download Haonan-Thesis.pdf
Committee Members:
Yanxi Liu, Thesis Advisor/Co-Advisor
Wang-Chien Lee, Committee Member
Chitaranjan Das, Program Head/Chair

582. Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach

open_access
Open Access
Author:
Bharadwaj, Skanda
Title:
Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach
Graduate Program:
Computer Science and Engineering
Keywords:
motion estimation
object tracking
ultrasound imaging
deep learning
Siamese networks
convolutional neural networks
Kalman Filter
File:
Download Skanda_Master_Thesis.pdf
Committee Members:
Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

584. PHYSICS BASED DETECTION SYSTEM FOR MISREPORTING ATTACKS IN V2X CORE DATA FIELDS

open_access
Open Access
Author:
Andrade Salazar, Alejandro
Title:
PHYSICS BASED DETECTION SYSTEM FOR MISREPORTING ATTACKS IN V2X CORE DATA FIELDS
Graduate Program:
Computer Science and Engineering
Keywords:
Misbehavior Reporting
Data Centric Anomaly Detection
BSM
C-V2x
V2x
V2V
DSRC
File:
Download Securing_V2x_Core_Data_Fields_Thesis_Format.pdf
Committee Members:
Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Mark P Mahon, Committee Member

585. Technology Driven Architecture Support for Memory Hierarchies

open_access
Open Access
Author:
George, Sumitha
Title:
Technology Driven Architecture Support for Memory Hierarchies
Graduate Program:
Computer Science and Engineering
Keywords:
Cache
Memory
FEFET
FeFET
NCFET
MDA
symmetric memory
2Dimensional Memory
2D Memory
Tag-less cache
Tagless
CAM
non-volatile
flip-flop
flipflop
Content Addressable Memory
Approximate CAM
Non volatility
File:
Download Uploaded_Thesis_Sumitha_George.pdf
Committee Members:
Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Member
Mahmut Taylan Kandemir, Committee Member
Sumeet Kumar Gupta, Special Member
Saptarshi Das, Outside Member
Chitaranjan Das, Program Head/Chair

586. Embracing Heterogeneity in Cloud Platforms through Adaptable Resource Management Framework

open_access
Open Access
Author:
Thinakaran, Prashanth
Title:
Embracing Heterogeneity in Cloud Platforms through Adaptable Resource Management Framework
Graduate Program:
Computer Science and Engineering
Keywords:
datacenters
cloud
accelerators
resource-management
File:
Download PrashanthThinakaran_Dissertation.pdf
Committee Members:
Chitaranjan Das, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
George Kesidis, Committee Member
Clyde Lee Giles, Outside Member
Bikash Sharma, Special Member
Chitaranjan Das, Program Head/Chair
Chitaranjan Das, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor

587. Generating Adversarial Network Traffic Flows with GANs

open_access
Open Access
Author:
Zolbayar, Bolor Erdene
Title:
Generating Adversarial Network Traffic Flows with GANs
Graduate Program:
Computer Science and Engineering
Keywords:
Network Intrusion Detection Systems
Generative Adversarial Networks
Adversarial Network Traffic Flows
Adversarial Examples
Generating Adversarial Network Flows
File:
Download Zolbayar_MS_Thesis.pdf
Committee Members:
Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Sencun Zhu, Committee Member

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

open_access
Open Access
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