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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