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Start Over Year 2017 Committee Member Kamesh Madduri

1. Scalable graph and mesh algorithms on distributed-memory systems

open_access
Open Access
Author:
Panitanarak, Thap
Title:
Scalable graph and mesh algorithms on distributed-memory systems
Graduate Program:
Computer Science and Engineering
Keywords:
parallel computation
graph algorithm
distributed memory algorithm
graph data structure
linear solver
mesh warping
SSSP
mesh partitioning
File:
Download Thap-Dissertation.pdf
Committee Members:
Kamesh Madduri, Dissertation Advisor/Co-Advisor
Kamesh Madduri, Committee Chair/Co-Chair
Suzanne M. Shontz, Committee Member
Mahmut T. Kandemir, Committee Member
Keefe B. Manning, Outside Member

3. NETWORK ANALYTICS AND MACHINE LEARNING: APPLICATIONS TO ONLINE SOCIAL NETWORKS AND HEALTHCARE SYSTEMS

open_access
Open Access
Author:
Sung, Yi Shan
Title:
NETWORK ANALYTICS AND MACHINE LEARNING: APPLICATIONS TO ONLINE SOCIAL NETWORKS AND HEALTHCARE SYSTEMS
Graduate Program:
Industrial Engineering
Keywords:
network analytics
machine learning
healthcare analytics
online social networks
dominance attribute
community detection
provider order recommendation system
length of stay
remaining length of stay
classification
prediction
File:
Download phd_thesis_yishan.pdf
Committee Members:
Soundar Rajan Tirupatikumara, Dissertation Advisor/Co-Advisor
Soundar Rajan Tirupatikumara, Committee Chair/Co-Chair
Guodong Pang, Committee Member
Tao Yao, Committee Member
Reka Z Albert, Outside Member
Kamesh Madduri, Outside Member
LiYing Cui, Special Member

4. INTEGRATION OF NUMERICAL AND MACHINE LEARNING PROTOCOLS FOR COUPLED RESERVOIR-WELLBORE MODELS: A STUDY FOR GAS LIFT OPTIMIZATION

open_access
Open Access
Author:
Putcha, Venkataramana B
Title:
INTEGRATION OF NUMERICAL AND MACHINE LEARNING PROTOCOLS FOR COUPLED RESERVOIR-WELLBORE MODELS: A STUDY FOR GAS LIFT OPTIMIZATION
Graduate Program:
Energy and Mineral Engineering
Keywords:
numerical simulation
machine learning
gas lift
neural networks
petroleum
production
optimization
File:
Download Venkat_Dissertation_Final.pdf
Committee Members:
Turgay Ertekin, Dissertation Advisor/Co-Advisor
Turgay Ertekin, Committee Chair/Co-Chair
Eugene C Morgan, Committee Member
Kamesh Madduri, Committee Member
Sridhar Anandakrishnan, Outside Member

5. HARDWARE SOFTWARE CO-DESIGN FOR OPTIMIZING MEMORY HIERARCHY IN MANY-CORE AND MULTI-SOCKET SYSTEMS

open_access
Open Access
Author:
Kotra, Jagadish Babu
Title:
HARDWARE SOFTWARE CO-DESIGN FOR OPTIMIZING MEMORY HIERARCHY IN MANY-CORE AND MULTI-SOCKET SYSTEMS
Graduate Program:
Computer Science and Engineering
Keywords:
Hardware-software co-design
memory hierarchy
manycore processors
memory
caches
File:
Download Jagadish-Dissertation.pdf
Committee Members:
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Mary Jane Irwin, Committee Member
Kamesh Madduri, Committee Member
Dinghao Wu, Outside Member