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Author:

Kumar, Amit

Title:

Tailoring Defect Free Fusion Welds Based on Phenomenological Modeling

Graduate Program:

Materials Science and Engineering

Keywords:

Gas Metal Arc fillet welding
Heat transfer and fluid flow
Optimization
Neural network
Humping defects
Reliability of calculations

File:

Download ThesisMaster.pdf

Committee Members:

Tarasankar Debroy, Committee Chair/Co-Chair
Kwadwo Osseo Asare, Committee Member
Long Qing Chen, Committee Member
Kenneth K Kuo, Committee Member
John W Elmer, Committee Member

Author:

Kumar, Vinay

Title:

SYSTEMS BASED OPTIMIZATION APPROACHES TO ANALYZE AND IMPROVE METABOLIC NETWORKS

Graduate Program:

Industrial Engineering

Keywords:

Optimization
systems biology
metabolism
gaps

File:

Download dissertation_final_final_final.pdf

Committee Members:

Dr Costas D Maranas/ Dr Soundar T Kumara, Dissertation Advisor/Co-Advisor
Costas D Maranas, Committee Chair/Co-Chair
Soundar T Kumara, Committee Chair/Co-Chair
James Gregory Ferry, Committee Member
David Arthur Nembhard, Committee Member
Arunachalam Ravindran, Committee Member

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