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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

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

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

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

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

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

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