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Start Over Degree PHD Committee Member Chitaranjan Das Committee Member Mahmut Kandemir Keyword Machine learning

1. Exploration of Machine Learning Based Acceleration Methodologies

open_access
Open Access
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

2. Architecture-Centric Bottleneck Analysis for Machine Learning and Deep Learning Applications

open_access
Open Access
Author:
Ryoo, Jihyun
Title:
Architecture-Centric Bottleneck Analysis for Machine Learning and Deep Learning Applications
Graduate Program:
Computer Science and Engineering (PHD)
Keywords:
Computer architecture
Architecture profiling
Machine learning
Deep learning
Analysis model
High performance computing
Manycore systems
Parallel computing
File:
Download Jihyun_Ryoo_Dissertation.pdf
Committee Members:
Kamesh Madduri, Major Field Member
Mahmut Kandemir, Chair & Dissertation Advisor
John Sampson, Major Field Member
Dinghao Wu, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair