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1. DATA DEPENDENT OPTIMIZATION VISION ARCHITECTURE

open_access
Open Access
Author:
Lee, Chris Songjin
Title:
DATA DEPENDENT OPTIMIZATION VISION ARCHITECTURE
Graduate Program:
Computer Science and Engineering
Keywords:
Image processing
Region of interest
Object detection
Computer architecture
Vision pipeline
Accelerator
File:
Download Chris_Dissertation_13.pdf
Committee Members:
Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Member
Sumeet Kumar Gupta, Committee Member
Soundar Kumara, Outside Member
Kevin Irick, Special Member

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