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Open Access

Author:: Kislal, Orhan Memduh
Title:: Hardware-Aware Computation Reorganization for Memory Intensive Applications
Graduate Program:: Computer Science and Engineering
Keywords:: memory
performance
compiler
approximate computing
File:: Download omk_diss_submit.pdf
Committee Members:: Mahmut Taylan Kandemir, Dissertation Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Chair/Co-Chair
Kamesh Madduri, Committee Member
John Morgan Sampson, Committee Member
Conrad S Tucker, Outside Member

Open Access

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

Open Access

Author:: Hakimi, Zeinab
Title:: Collaborative Inference for Distributed Camera System
Graduate Program:: Computer Science and Engineering
Keywords:: Multi View Convolutional Neural Network
Distributed System
Context Awareness
DNN
Object Recognition
File:: Download Thesis_Hakimi.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Bhuvan Urgaonkar, Program Head/Chair

Open Access

Author:: Shin, Philip
Title:: CONTEXT-AWARE COLLABORATIVE OBJECT RECOGNITION FOR MULTI CAMERA TIME SERIES DATA
Graduate Program:: Computer Science and Engineering
Keywords:: Context-Aware
Object Detection
Deep Learning
Convolutional Neural Network
MVCNN-Wavg
Multi Camera
Distributed System
File:: Download Shin_Philip_Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor

Open Access

Author:: Kim, Dong
Title:: Sensor Aware Machine Learning For Edge Devices
Graduate Program:: Computer Science and Engineering
Keywords:: convolutional neural network
machine learning
synthetic dataset
File:: Download Chris_Dong_Hyun_Kim_Master_s_Thesis_Final.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Kyusun Choi, Committee Member
John Morgan Sampson, Committee Member

Open Access

Author:: Shah, Shail Paragbhai
Title:: CHARACTERIZING AND OPTIMIZING ON-CHIP SHARED MEMORY RESOURCES USING MARKET-DRIVEN MECHANISMS
Graduate Program:: Computer Science and Engineering
Keywords:: Resource Allocation
last level caches
characterization
memory bandwidth
auction mechanism
game theory
File:: Download Shail_thesis.pdf
Committee Members:: Mahmut Taylan Kandemir, Thesis Advisor/Co-Advisor
John Morgan Sampson, Thesis Advisor/Co-Advisor

Open Access

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

Open Access

Author:: Rangachar Srinivasa, Srivatsa
Title:: MONOLITHIC-3D (M3D) INTEGRATION BASED ROBUST IN-MEMORY COMPUTING SYSTEMS
Graduate Program:: Electrical Engineering
Keywords:: SRAM
Monolithic 3D integration
in-memory computing
memory design
File:: Download Thesis_draft_18.pdf
Committee Members:: Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Swaroop Ghosh, Committee Chair/Co-Chair
John Morgan Sampson, Committee Member
Abhronil Sengupta, Committee Member
Saptarshi Das, Outside Member
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Kultegin Aydin, Program Head/Chair

Open Access

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

Open Access

Author:: Rampalli, Sahithi
Title:: A Processing-in-Memory Accelerator Architecture for Graph Analytics
Graduate Program:: Computer Science
Keywords:: processing-in-memory
PIM
graphs
graph analytics
accelerator
SpMV
sparse
File:: Download Thesis_Sahithi_Rampalli.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
Chitaranjan Das, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
John Morgan Sampson, Committee Member

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