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Author:

Kayiran, Onur

Title:

Parallelism-aware Resource Management Techniques for Many-core Architectures

Graduate Program:

Computer Science and Engineering

Keywords:

GPU
GPGPU
architecture
many-core
throughput
warp
wavefront
scheduling
TLP
thread
parallelism
CTA
heterogeneous

File:

Download dissertation.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Yuan Xie, Committee Member
Kenneth Jenkins, Committee Member
Onur Mutlu, Special Member

Author:

Farhat, Farshid

Title:

Stochastic Modeling and Optimization of Stragglers in Mapreduce Framework

Graduate Program:

Computer Science and Engineering

Keywords:

MapReduce
Stochastic Modeling
Optimal Scheduling
Performance Evaluation
Queuing Theory.

File:

Download ms_thesis_mrmo_v21.pdf

Committee Members:

Anand Sivasubramaniam, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Chitaranjan Das, Thesis Advisor/Co-Advisor

Author:

Chidambaram Nachiappan, Nachiappan

Title:

Pushing the power and performance envelope of Next-generation Handheld platforms

Graduate Program:

Computer Science and Engineering

Keywords:

SoC platforms
mobile
handheld
performance
energy
power
architecture
system design
virtualization
IP chaining

File:

Download dissertation.pdf

Committee Members:

Chitaranjan Das, Committee Chair/Co-Chair
Dr Mahmut Kandemir, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Member
Kenneth Jenkins, Committee Member

Author:

Jadidi, Amin

Title:

Kernel-Based Energy Optimization In GPUs

Graduate Program:

Computer Science

Keywords:

GPU Memory

File:

Download Amin_Jadidi.pdf

Committee Members:

Chitaranjan Das, Thesis Advisor/Co-Advisor

Author:

Chandramoorthy, Nandhini

Title:

Design and Exploration of Accelerator-rich Multi-core Systems

Graduate Program:

Computer Science and Engineering

Keywords:

heterogeneous architectures
processor modeling
accelerator-rich architectures

File:

Download dissertation.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
John Morgan Sampson, Committee Chair/Co-Chair
Chitaranjan Das, Committee Member
Mary Beth Rosson, Committee Member
Kevin Irick, Outside Member
Luca Benini, Special Member

Author:

Lv, Weining

Title:

DEEP SCENE END TO END OCR TOOL

Graduate Program:

Computer Science and Engineering

Keywords:

deep learning ocr system

File:

Download Master_thesis__final.pdf

Committee Members:

Lee Giles, Thesis Advisor/Co-Advisor
Jesse Louis Barlow, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Parija, Tulika

Title:

SAVING COMPUTATIONS BY EARLY INFERENCE TERMINATION

Graduate Program:

Computer Science and Engineering

Keywords:

Deep Neural Network
Convolutional Neural Network

File:

Download MS_Thesis_Tulika_Parija_2018.pdf

Committee Members:

Chitaranjan Das, Thesis Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Member
John Morgan Sampson, Committee Member

Author:

Noureldeen, Ali

Title:

Security Study of Ranking Algorithms

Graduate Program:

Computer Science and Engineering

Keywords:

Ranking Algorthims
Machine Learning

File:

Download AliNoureldeen.pdf

Committee Members:

Sencun Zhu, Thesis Advisor/Co-Advisor
Danfeng Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Jadidi, Amin

Title:

ARCHITECTURAL TECHNIQUES TO ENABLE RELIABLE AND HIGH PERFORMANCE MEMORY HIERARCHY IN CHIP MULTI-PROCESSORS

Graduate Program:

Computer Science

Keywords:

Memory Hierarchy
Non-volatile Memory Technologies
Hybrid Memory Hierarchy
Reliability
High Performance
Chip Multi-Processors

File:

Download Final_Thesis2.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
John Morgan Sampson, Committee Member
Prasenjit Mitra, Outside Member

Author:

Elyasi, Nima

Title:

EXTRACTING BETTER PERFORMANCE FROM THE PARALLELISM OFFERED BY SSDS

Graduate Program:

Computer Science and Engineering

Keywords:

Solid State Drive (SSD)
Scheduling
Data Replication
Tail Latency
Parallelism
Performance

File:

Download Nima_Thesis.pdf

Committee Members:

Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Committee Member
Qian Wang, Outside Member
Changho Choi, Special Member

Author:

Mahmood, Navid

Title:

APPLYING DEEP LEARNING TECHNIQUES TO GENERATE MEDICAL IMAGES

Graduate Program:

Computer Science and Engineering

Keywords:

Adversarial learning
deep learning
image synthesis
residual learning
Deep learning
Medical image
Generative network
Image registration
Residual learning

File:

Download Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Committee Member

Author:

Rengasamy, Prasanna Venkatesh

Title:

Tackling the computation and memory needs of interactive workloads on next generation platforms

Graduate Program:

Computer Science and Engineering

Keywords:

CPU
Memory
Mobile
SoCs
GPGPU
ML
Feature Importance
Criticality
User Interactive
LOST
Load-to-Store
Accelerators
Energy

File:

Download PrasannaThesis.pdf

Committee Members:

Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Committee Member
Dinghao Wu, Outside Member
Chitaranjan Das, Program Head/Chair

Author:

Pattnaik, Ashutosh

Title:

Be(-A)ware of Data Movement: Optimizing Throughput Processors For Efficient Computations

Graduate Program:

Computer Science and Engineering

Keywords:

GPUs
Throughput Processors
Compute Scheduling
Near Data Computing
Processing In Memory

File:

Download AshutoshPattnaik-Dissertation.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Anand Sivasubramaniam, Committee Member
Prasenjit Mitra, Outside Member
Aniruddha Vaidya, Special Member
Asit Mishra, Special Member
Chitaranjan Das, Program Head/Chair
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor

Author:

Hsu, Ting Yao

Title:

AUTOMATED VISUAL STORYTELLING POST-EDITING

Graduate Program:

Computer Science and Engineering

Keywords:

vision-to-language
post-editing
computer vision
natural language processing
deep learning
image captioning

File:

Download Master_Thesis___Automated_Visual_Storytelling_Post_editing.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Ting-Hao (Kenneth) Huang, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Rebecca Jane Passonneau, Committee Member

Author:

Choi, Jinhang

Title:

Context-Aware Design and Optimization of Embedded Deep Neural Network Architectures

Graduate Program:

Computer Science and Engineering

Keywords:

Deep Neural Networks
Design Automation
Parallel Architectures
Edge Computing

File:

Download JChoi-PhDDissertation-final.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Zihan Zhou, Outside Member
Chitaranjan Das, Program Head/Chair

Author:

Sefid, Athar

Title:

Record Linkage Between CiteSeerX and Scholarly Big Datasets

Graduate Program:

Computer Science and Engineering

Keywords:

Entity linking
Record linkage
text mining
data cleaning

File:

Download Athar_Sefid_Master_Thesis.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Prasenjit Mitra, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Jesse Louis Barlow, Committee Member

Author:

Narayanan, Iyswarya

Title:

Towards maximizing the efficiency of datacenter power and server infrastructure

Graduate Program:

Computer Science and Engineering

Keywords:

datacenter
power management
resource management
capacity planning
energy storage in a datacenter
datacenters

File:

Download FinalThesis.pdf

Committee Members:

Anand Sivasubramaniam, Dissertation Advisor/Co-Advisor
Anand Sivasubramaniam, Committee Chair/Co-Chair
Chitaranjan Das, Committee Member
Bhuvan Urgaonkar, Committee Member
Hosam K. Fathy, Outside Member
Timothy Zhu, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Yoon, Eunjung

Title:

Ensuring Service Integrity in Cloud Computing

Graduate Program:

Computer Science and Engineering

Keywords:

Security
Cloud Computing
Big Data
Intrusion Recovery
Computation Integrity
MapReduce

File:

Download EunjungYoon-Dissertation.pdf

Committee Members:

Peng Liu, Dissertation Advisor/Co-Advisor
Sencun Zhu, Committee Chair/Co-Chair
Gang Tan, Committee Member
Bhuvan Urgaonkar, Committee Member
Jia Li, Outside Member
Peng Liu, Committee Chair/Co-Chair
Chitaranjan Das, Program Head/Chair

Author:

Zafeiroudi, Kyriaki

Title:

Automatic Keyphrase Extraction from Scholarly Documents

Graduate Program:

Computer Science and Engineering

Keywords:

keyphrase extraction
PageRank
word embeddings

File:

Download KDZ_MSThesis.pdf

Committee Members:

Clyde Lee Giles, Thesis Advisor/Co-Advisor
Daniel Kifer, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Cunningham, James

Title:

Ultrasound Medical Image Processing with Improved Segmentation of Substantia Nigra Hyperechogenicity using Deep Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

ultrasound
image processing
neural network
deep learning
substantia nigra

File:

Download Cunningham_MS_Thesis.pdf

Committee Members:

Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
William Evan Higgins, Committee Member