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Author:

Mishra, Asit Kumar

Title:

Design and Analysis of Heterogeneous Networks for Chip-Multiprocessors

Graduate Program:

Computer Science and Engineering

Keywords:

NoC
network-on-chip
router
heterogeneous NoC
heterogeneous networks
multicore
CMP
STT-RAM

File:

Download AsitMishra-Dissertation.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Vijaykrishnan Narayanan, Committee Member
Mahmut Taylan Kandemir, Committee Member
William Kenneth Jenkins, Committee Member
Onur Mutlu, Committee Member

Author:

Kim, Seong Jo

Title:

PERFORMANCE ANALYSIS AND VISUALIZATION FOR HIGH PERFORMANCE PARALLEL I/O

Graduate Program:

Computer Science and Engineering

Keywords:

MPI-IO
PVFS
collective I/O
I/O stack
code instrumentation
Parallel I/O visualization

File:

Download msthesis.pdf

Committee Members:

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

Author:

Lim, Seung-Hwan

Title:

Managing Performance And Energy In Large Scale data Centers

Graduate Program:

Computer Science and Engineering

Keywords:

Data Center
Performance
Energy
Cloud Computing

File:

Download SeungHwan-Dissertation.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
C Lee Giles, Committee Member
Bhuvan Urgaonkar, Committee Member
Ji Woong Lee, Committee Member

Author:

Jang, Oh Young

Title:

DACA: a feedback control-based approach to approximate computing

Graduate Program:

Computer Science and Engineering

Keywords:

approximate computing
control theory
bodytrack

File:

Download 20120808_Thesis-OhyoungJang-Submitted.pdf

Committee Members:

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

Author:

Sharma, Bikash

Title:

Towards Improving Performance and Reliability of Cloud Platforms

Graduate Program:

Computer Science and Engineering

Keywords:

cloud computing
workload characterization
scheduling
resource management
fault diagnosis
virtualization
mapreduce

File:

Download Final_Bikash_Dissertation.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Bhuvan Urgaonkar, Committee Member
Qian Wang, Committee Member
Joseph Hellerstein, Special Member
Raj Acharya, Special Member

Author:

Jung, Myoungsoo

Title:

Design of a Smart Non-volatile Memory Controller: Architecture Modeling, Systems Analysis, Parallel I/o Processing and Scheduling Algorithms

Graduate Program:

Computer Science and Engineering

Keywords:

Solid State Disks
Non-Volatile Memory
Memory Systems
Embedded Systems
Storage Systems
Parallelism
Scheduling Algorithms

File:

Download mythesis.pdf

Committee Members:

Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Padma Raghavan, Committee Member
Chitaranjan Das, Committee Member
Long Qing Chen, Committee Member

Author:

Sharifi, Akbar

Title:

Addressing Power, Performance and End-to-end Qos in Emerging Multicores through system-wide Resource Management

Graduate Program:

Computer Science and Engineering

Keywords:

Multicore Systems
Resource Management
Power
Performance
End-to-End QoS

File:

Download Akbar_Sharifi-Dissertation.pdf

Committee Members:

Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Chitaranjan Das, Committee Member
Padma Raghavan, Committee Member
Qian Wang, Committee Member

Author:

Kesten, Tuba

Title:

A FRAMEWORK FOR ANALYZING APPLICATION INTERFERENCE ON GPUS

Graduate Program:

Computer Science and Engineering

Keywords:

GPU
multiple application
concurrent execution
CUDA
Hyper-Q
NVIDIA
Kepler

File:

Download Thesis_final_Kesten_Tuba.pdf

Committee Members:

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

Author:

Yedlapalli, Praveen

Title:

A Study of Parallelism-locality Tradeoffs across Memory Hierarchy

Graduate Program:

Computer Science and Engineering

Keywords:

Memory
SOC
parallelism
locality

File:

Download mythesis.pdf

Committee Members:

Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Padma Raghavan, Committee Member
Chitaranjan Das, Committee Member
Dinghao Wu, Committee Member

Author:

Jog, Adwait

Title:

Design and Analysis of Scheduling Techniques for Throughput Processors

Graduate Program:

Computer Science and Engineering

Keywords:

GPUs
Bandwidth
Latency
Parallelism
Memory-Systems
Scheduling
Prefetching

File:

Download dissertation.pdf

Committee Members:

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

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:

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:

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:

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:

Zhang, Haibo

Title:

Optimizing Video Processing for Next-Generation Mobile Platforms

Graduate Program:

Computer Science and Engineering

Keywords:

Mobile Platform
Video Processing
Memory
Caching

File:

Download HaiboZhang-Dissertation.pdf

Committee Members:

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

Author:

Fan, Mengran

Title:

Accelerate the docking application on heterogeneous computing system

Graduate Program:

Computer Science and Engineering

Keywords:

GPU architecture
Molecular docking

File:

Download MengranFan_Master_Thesis.pdf

Committee Members:

Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Kamesh Madduri, Thesis Advisor/Co-Advisor
Mehrdad Mahdavi, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Govindaraj, Vineetha

Title:

PowerPrep : A power management technique for user-facing datacenter workloads

Graduate Program:

Computer Science and Engineering

Keywords:

Datacenter workloads
computer architecture

File:

Download POWERPREP__A_POWER_MANAGEMENT_PROPOSAL_FOR_USER_FACING_DATACENTER_WORKLOAD__2_.pdf

Committee Members:

Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor

Author:

Chatterjee, Bodhisatwa

Title:

Optimization of Modern Compilers using Approximate Computing

Graduate Program:

Computer Science and Engineering

Keywords:

Compiler Optimization
Approximate Computing
Dependencies
Parallelization

File:

Download Bodhi_Thesis_Final.pdf

Committee Members:

Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Kamesh Madduri, Committee Member

Author:

Sahin, Eralp

Title:

Automatic EDL generation for Intel Software Guard Extensions

Graduate Program:

Computer Science and Engineering

Keywords:

SGX
Intel SGX
enclave
security
memory
EDL
automate

File:

Download EralpSahin-Thesis.pdf

Committee Members:

Gang Tan, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Imran, Muhammad Talha

Title:

A developer-centric analysis framework for programmable accelerators

Graduate Program:

Computer Science and Engineering

Keywords:

hardware/software co-design
programmable accelerators

File:

Download ms_thesis_talha-v2.pdf

Committee Members:

Aasheesh Kolli, Thesis Advisor/Co-Advisor
George Kesidis, Committee Member
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Nagarapu, Murali Nandan

Title:

Modelling Parkinson's Progression using Naturally Spoken Language Features

Graduate Program:

Computer Science and Engineering

Keywords:

Parkinson's Disease
Speech Features
Early Prediction
Progression modeling

File:

Download Murali_Nandan_Thesis_-_Thesis.pdf

Committee Members:

Mahanth Gowda, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Mohapatra, Sampad

Title:

Development Of A Heterogeneous Architecture Simulation Framework

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

simulator
gem5
heterogeneous
architecture
CPU
GPU

File:

Download Sampad_Mohapatra_MS_Thesis.pdf

Committee Members:

Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair
John Morgan Sampson, Committee Member

Author:

Jose, Sethu

Title:

A Scheduling Framework for Decomposable Kernels on Energy Harvesting IoT Edge Nodes

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Internet of Things
Non-Volatile Processors
Energy Harvesting
Approximate Computing
Scheduling.
Internet Of Things
Scheduling

File:

Login to Download

Committee Members:

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

Author:

Choi, Wonil

Title:

Case-Specific Lifetime Management Strategies for Long-Lasting Flash Devices

Graduate Program:

Computer Science and Engineering

Keywords:

NAND Flash
Device Lifetime
Memory Coding

File:

Download Wonil_Dissertation_Final.pdf

Committee Members:

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

Author:

Brotzman-Smith, Robert

Title:

Detecting and Mitigating Cache-Based Side-Channels

Graduate Program:

Computer Science and Engineering

Keywords:

side-channel
cache
static analysis
mitigation

File:

Download Robert_Brotzman_Dissertation.pdf

Committee Members:

Gang Tan, Dissertation Advisor/Co-Advisor
Gang Tan, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Committee Member
Dinghao Wu, Outside Member
Danfeng Zhang, Committee Chair/Co-Chair
Danfeng Zhang, Dissertation Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair

Author:

Kalagi, Vishwas

Title:

CO-LOCATING COMPUTE AND MEMORY ACCESS IN DEEP LEARNING RECOMMENDATION MODEL INFERENCE

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Deep Learning Recommendation Models
hyperthreading
colocation
CPU
Inference
compute intensive
memory intensive
memory bottleneck

File:

Login to Download

Committee Members:

Chitaranjan Das, Program Head/Chair
Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Kamesh Madduri, Committee Member

Author:

Kumar, Pramod

Title:

INFERALL: COORDINATED OPTIMIZATION FOR MACHINE LEARNING INFERENCE SERVING IN PUBLIC CLOUD

Graduate Program:

Computer Science and Engineering

Keywords:

ML Inference system
Machine learning in public cloud
Machine-learning-as-a-service (MLaaS)
Inference
Serving
Batching
Cloud
Serverless
Service Level Objective (SLO)
Cost-effective
Optimization
Modeling
Prediction
Machine learning inference

File:

Download Pramod_Kumar_Thesis.pdf

Committee Members:

Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair
Bhuvan Urgaonkar, Committee Member

Author:

Dasari, Chandu

Title:

Action classification for videos in sports

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Computer Vision
Sports Analytics
Human Pose Estimation
Open Pose
YoloV5
Machine Learning
Deep Learning

File:

Download Thesis_Chandu_Dasari.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Mahanth Gowda, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Bhuvan Narendra Urgaonkar, Thesis Advisor/Co-Advisor

Author:

Lakshmidevi, Harieasswar

Title:

Accelerating Sparse LU Factorization

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

LU Factorization
GPU Acceleration
Sparse linear algebra
Symbolic factorization
Sparse linear solvers

File:

Download hlakshmidevi_masters_thesis.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Kamesh Madduri, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Mehrdad Mahdavi, Committee Member

Author:

George, Sumitha

Title:

Technology Driven Architecture Support for Memory Hierarchies

Graduate Program:

Computer Science and Engineering

Keywords:

Cache
Memory
FEFET
FeFET
NCFET
MDA
symmetric memory
2Dimensional Memory
2D Memory
Tag-less cache
Tagless
CAM
non-volatile
flip-flop
flipflop
Content Addressable Memory
Approximate CAM
Non volatility

File:

Download Uploaded_Thesis_Sumitha_George.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
John Morgan Sampson, Committee Member
Mahmut Taylan Kandemir, Committee Member
Sumeet Kumar Gupta, Special Member
Saptarshi Das, Outside Member
Chitaranjan Das, Program Head/Chair

Author:

Thinakaran, Prashanth

Title:

Embracing Heterogeneity in Cloud Platforms through Adaptable Resource Management Framework

Graduate Program:

Computer Science and Engineering

Keywords:

datacenters
cloud
accelerators
resource-management

File:

Download PrashanthThinakaran_Dissertation.pdf

Committee Members:

Chitaranjan Das, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
George Kesidis, Committee Member
Clyde Lee Giles, Outside Member
Bikash Sharma, Special Member
Chitaranjan Das, Program Head/Chair
Chitaranjan Das, Committee Chair/Co-Chair
Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor

Author:

Lee, Yunju

Title:

VAR: Vulkan API Remoting for GPU-accelerated Rendering and Computation in Virtual Machines

Graduate Program:

Computer Science and Engineering

Keywords:

Virtualization
GPU
Vulkan
API Remoting

File:

Download Lee-thesis.pdf

Committee Members:

Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair
Bhuvan Urgaonkar, Committee Member

Author:

Khadirsharbiyani, Soheil

Title:

A Comprehensive Study of Thermal-Aware Data Placement in 3D DRAMs: The Role of Data Convection and GPU Integration

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

3D Integrated Circuits
Temperature Optimization
Temperature Modelling
3D DRAM
Graphics processors
Data Placement
Thermal Issues

File:

Download Master_Thesis_SoheilKhadir.pdf

Committee Members:

Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair