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Start Over Graduate Program Computer Science and Engineering (MS) Year 2021

12. LEGOStore: A Linearizable Geo-Distributed Store Combining Replication and Erasure Coding

open_access
Open Access
Author:
Zare, Hamidreza
Title:
LEGOStore: A Linearizable Geo-Distributed Store Combining Replication and Erasure Coding
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
geo-distributed datastore
linearizable datastore
Cost-efficient
Reconfiguration
File:
Download Hamidreza_Thesis.pdf
Committee Members:
Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
Viveck Ramesh Cadambe, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

13. Development Of A Heterogeneous Architecture Simulation Framework

open_access
Open Access
Author:
Mohapatra, Sampad
Title:
Development Of A Heterogeneous Architecture Simulation Framework
Graduate Program:
Computer Science and Engineering (MS)
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

14. Automatic Generation of Floorplans using Generative Adversarial Networks

open_access
Open Access
Author:
Galiveeti, Sneha Suhitha
Title:
Automatic Generation of Floorplans using Generative Adversarial Networks
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
GAN
Image Synthesis Problem
Floorplan Generation
File:
Download Sneha_Suhitha_Galiveeti_Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Sharon Xiaolei Huang, Thesis Advisor/Co-Advisor

15. Physics-Informed Deep Learning For Prediction of CO2 Storage Site Response

open_access
Open Access
Author:
Prathipati, Sumedha
Title:
Physics-Informed Deep Learning For Prediction of CO2 Storage Site Response
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
CO2 storage
Site response forecasting
Physics-informed deep learning
Long Short-Term Memory (LSTM)
File:
Download Thesis_Sumedha.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Daniel Kifer, Thesis Advisor/Co-Advisor
C Lee Giles, Committee Member
Parisa Shokouhi, Committee Member

16. Self-Supervised Recurring Pattern Discovery From A Single View

open_access
Open Access
Author:
Asthana, Yashasvi
Title:
Self-Supervised Recurring Pattern Discovery From A Single View
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
recurring pattern detection
semi-supervised learning on an image
GRASP recurring pattern discovery
unsupervised foreground segmentation
File:
Download Final_Thesis.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member
David Jonathan Miller, Committee Member

17. Action classification for videos in sports

open_access
Open Access
Author:
Dasari, Chandu
Title:
Action classification for videos in sports
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Computer Vision
Sports Analytics
Human Pose Estimation
Open Pose
YoloV5
Machine Learning
Deep Learning
File:
Download Thesis_Chandu_Dasari.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
Mahanth Gowda, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Bhuvan Narendra Urgaonkar, Thesis Advisor/Co-Advisor

18. Analyzing the Impact of Compute Server Selection for Function Placement with Distributed Storage

open_access
Open Access
Author:
Deshpande, Madhav Venkatesh
Title:
Analyzing the Impact of Compute Server Selection for Function Placement with Distributed Storage
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Function Placement
Serverless
File:
Download Madhav-Thesis-2021-05-26.pdf
Committee Members:
Dong Xie, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

19. An Assessment of Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models

open_access
Open Access
Author:
Nivargi, Rajal
Title:
An Assessment of Reproducibility of Social and Behavioral Science Papers Using Supervised Learning Models
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Reproducibility
Replication
Social and Behavioral Sciences
File:
Download Thesis_RajalNivargi_Final.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Sarah Michele Rajtmajer, Committee Member
Jian Wu, Special Signatory
Rui Zhang, Committee Member

20. Story Generation Using Intermediate Plot Representation

open_access
Open Access
Author:
Karanam, Kavya Laalasa
Title:
Story Generation Using Intermediate Plot Representation
Graduate Program:
Computer Science and Engineering (MS)
Keywords:
Story Summary Block Generation
Natural Language Processing
Deep Learning
Storyline Planning
File:
Download Karanam_KavyaLaalasa_Thesis_2021.pdf
Committee Members:
Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Rui Zhang, Committee Member
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor