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Author:

Lim, Seung-Hwan

Title:

Managing Performance And Energy In Large Scale data Centers

Graduate Program:

Computer Science and Engineering

Keywords:

Data Center
Performance
Energy
Cloud Computing

File:

Download SeungHwan-Dissertation.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
C Lee Giles, Committee Member
Bhuvan Urgaonkar, Committee Member
Ji Woong Lee, Committee Member

Author:

Sharma, Bikash

Title:

Towards Improving Performance and Reliability of Cloud Platforms

Graduate Program:

Computer Science and Engineering

Keywords:

cloud computing
workload characterization
scheduling
resource management
fault diagnosis
virtualization
mapreduce

File:

Download Final_Bikash_Dissertation.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Bhuvan Urgaonkar, Committee Member
Qian Wang, Committee Member
Joseph Hellerstein, Special Member
Raj Acharya, Special Member

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:

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:

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:

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