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Start Over Year 2020 Committee Member Chitaranjan Das

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

open_access
Open Access
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

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

open_access
Open Access
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

3. Optimizing Video Processing for Next-Generation Mobile Platforms

open_access
Open Access
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

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

open_access
Open Access
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

6. Quantitative Privilege Separation with Pointer Supports

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

11. Applications of the compacted de bruijn graph in Comparative genomics

open_access
Open Access
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

12. Subject Category Classification of Scholarly Papers Using Deep Attentive Neural Networks

open_access
Open Access
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

15. Vessel Analysis in Narrow Band Imaging Bronchoscopic Video

open_access
Open Access
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

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

open_access
Open Access
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

17. A Processing-in-Memory Accelerator Architecture for Graph Analytics

open_access
Open Access
Author:
Rampalli, Sahithi
Title:
A Processing-in-Memory Accelerator Architecture for Graph Analytics
Graduate Program:
Computer Science
Keywords:
processing-in-memory
PIM
graphs
graph analytics
accelerator
SpMV
sparse
File:
Download Thesis_Sahithi_Rampalli.pdf
Committee Members:
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Chitaranjan Das, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
John Morgan Sampson, Committee Member

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

open_access
Open Access
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

21. An Automated Framework for Flash ADC Design and Analysis

open_access
Open Access
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

22. Global Permission Derivation Chain: Granting and Revoking Permissions Using a Distributed Ledger

open_access
Open Access
Author:
Steward, Michael
Title:
Global Permission Derivation Chain: Granting and Revoking Permissions Using a Distributed Ledger
Graduate Program:
Computer Science and Engineering
Keywords:
Blockchain
PKI
Public Key Infrastructure
Bitcoin
Access Control
Merkle Trees
Bloom Filters
DIL
Hyperledger
Hyperledger Fabric
Distributed Applications
MQTT
ActiveMQ
Distributed Ledger
Distributed Ledger Technology
DLT
Disconnected Intermittent Low-Bandwidth
File:
Download Steward_MS_Thesis_final.pdf
Committee Members:
Trent Ray Jaeger, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Gang Tan, Committee Member

23. Using Female Alignment Features to Identify Reads from the Y Chromosome in Whole Genome Sequencing with Nanopore Data

open_access
Open Access
Author:
Stopa, Natasha
Title:
Using Female Alignment Features to Identify Reads from the Y Chromosome in Whole Genome Sequencing with Nanopore Data
Graduate Program:
Computer Science and Engineering
Keywords:
Y chromosome female alignment bioinformatic algorithms genomics
File:
Download Natasha_Stopa_Thesis.pdf
Committee Members:
Paul Medvedev, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Mingfu Shao, Committee Member

27. 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

28. 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

31. 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

33. 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

36. 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

38. Extraction and Evaluation of Statistical Features from Social and Behavioral Science Papers

open_access
Open Access
Author:
Lanka, Sree Sai
Title:
Extraction and Evaluation of Statistical Features from Social and Behavioral Science Papers
Graduate Program:
Computer Science
Keywords:
text extraction
tokenization
regular expressions
p-values
sample size
reproducibility
File:
Download SreeSaiTeja_MSCS_Thesis.pdf
Committee Members:
C Lee Giles, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Sarah Michele Rajtmajer, Thesis Advisor/Co-Advisor
Jian Wu, Special Signatory

39. 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

40. 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

41. 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

42. 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

43. 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