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Author:

An, Ning

Title:

Accessing Spatial Information in Resource-constrained and Resource-rich Environments

Graduate Program:

Computer Science and Engineering

Keywords:

Geo-spatially Crawling
Cluster Computing
Energy Profile
Selectivity Estimation
Spatial Information

File:

Download etd.pdf

Committee Members:

Vijaykrishnan Narayanan, Committee Member
C Lee Giles, Committee Member
Donna Jean Peuquet, Committee Member
Anand Sivasubramaniam, Committee Chair/Co-Chair

Author:

Park, Mi Sun

Title:

Configurable Accelerators for Visual and Text Analytics

Graduate Program:

Computer Science and Engineering

Keywords:

Accelerators
Recognition
Vision
Text Processing
Personal Analytics

File:

Download mspark_dissertation_final_submission.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Mary Jane Irwin, Dissertation Advisor/Co-Advisor
C Lee Giles, Committee Member
Bradley Paul Wyble, Committee Member
Omesh Tickoo, Special Member

Author:

Sarma, Anup

Title:

Optimizing Deep Learning for Memory and Compute : A joint Algorithm-Architecture Exploration

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Deep Learning
Computer Architecture
Main Memory
CNN and RNN-LSTM
Inference and Training
Sparsity
Performance and Energy Efficiency

File:

Download Dissertation_copy_Final2.pdf

Committee Members:

Vijaykrishnan Narayanan, Major Field Member
C Lee Giles, Outside Unit & Field Member
Asit K Mishra, Special Member
Chitaranjan Das, Program Head/Chair
Mahmut Kandemir, Dissertation Co-Advisor
Chitaranjan Das, Chair & Co-Dissertation Advisr