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Author:

Fatahi Baarzi, Ataollah

Title:

Multi-Cloud Serverless Deployment

Graduate Program:

Computer Science and Engineering

Keywords:

Serverless Computing
Cloud Computing

File:

Download FatahiBaarziMscThesis.pdf

Committee Members:

George Kesidis, Thesis Advisor/Co-Advisor
Abutalib Aghayev, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Shahidi, Narges

Title:

Design Trade-off for Cloud Storage

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Cloud
Cloud Storage
Storage Design
Cloud Storage Design
Serverless
SSD
NAND Flash Memories
Serverless Computing
Cloud Computing
Solid State Drives

File:

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Committee Members:

George Kesidis, Major Field Member
Mahmut Kandemir, Chair & Dissertation Advisor
Bhuvan Urgaonkar, Major Field Member
Dinghao Wu, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

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

Author:

Ashour, Mahmoud

Title:

Distributed Optimization Approaches to Nonconvex Problems

Graduate Program:

Electrical Engineering

Keywords:

Distributed Optimization
Nonconvex Problems
Network Flow Control
Sparsity

File:

Download Ashour-Dissertation.pdf

Committee Members:

Constantino Manuel Lagoa, Dissertation Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Chair/Co-Chair
George Kesidis, Committee Member
Minghui Zhu, Committee Member
Necdet S Aybat, Outside Member
Kultegin Aydin, Program Head/Chair

Author:

Xiang, Zhen

Title:

Defense of Backdoor Attacks against Deep Neural Network Classifiers

Graduate Program:

Electrical Engineering (PHD)

Keywords:

adversarial machine learning
backdoor attack
Trojan
backdoor defense
anomaly detection
point cloud
reverse-engineering

File:

Download dissertation_2.1.pdf

Committee Members:

George Kesidis, Major Field Member
Constantino Lagoa, Major Field Member
David Miller, Chair & Dissertation Advisor
Anna Squicciarini, Outside Unit & Field Member
Kultegin Aydin, Program Head/Chair

Author:

Wang, Hang

Title:

Defense against test-time evasion attacks and backdoor attacks

Graduate Program:

Electrical Engineering (PHD)

Keywords:

adversarial machine learning
backdoor attack
Trojan
maximum margin
adversarial examples
GANs
activation clipping

File:

Download Hang-Wang-Dissertation-final.pdf

Committee Members:

Madhavan Swaminathan, Program Head/Chair
George Kesidis, Co-Chair & Dissertation Advisor
Constantino Lagoa, Major Field Member
David Miller, Co-Chair, Major Member & Dissertation Advisor
Jia Li, Outside Unit & Field Member
Vishal Monga, Major Field Member