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Author:

Jiang, Huaipan

Title:

Exploration of Machine Learning Based Acceleration Methodologies

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Machine learning
Acceleration
Approximation

File:

Download Exploration_of_Machine_Learning_Based_Acceleration_Methodologies.pdf

Committee Members:

Mahmut Kandemir, Chair & Dissertation Advisor
John Sampson, Major Field Member
Mehrdad Mahdavi, Major Field Member
Nikolay Dokholyan, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Tan, Tianxiang

Title:

Deep learning on Mobile Devices with Neural Processing Units

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Mobile computing
Edge computing
Deep Learning

File:

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Committee Members:

Bhuvan Urgaonkar, Major Field Member
Suhang Wang, Outside Unit & Field Member
Mahanth Gowda, Major Field Member
Guohong Cao, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair

Author:

Beyda, Sophia

Title:

The Impact of the Organizational Structure of Android Third Party Libraries

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Smartphone Privacy

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Trent Ray Jaeger, Thesis Advisor/Co-Advisor
Syed Rafiul Hussain, Committee Member

Author:

Ramezani, Morteza

Title:

Systems Optimizations for Learning and Processing on Large Scale Graphs

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Graphs
Graph Processing
Graph Neural Networks

File:

Download PhD_Thesis_Updated.pdf

Committee Members:

Mahmut Kandemir, Co-Chair & Dissertation Advisor
C Lee Giles, Outside Unit & Field Member
Anand Sivasubramaniam, Co-Chair & Dissertation Advisor
Mehrdad Mahdavi, Major Field Member
Chitaranjan Das, Program Head/Chair