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Open Access

Author:: Stalev, Ivan Dimitrov
Title:: Improving Performance of In-memory Key-value Stores Using a 3d-stacked Architecture
Graduate Program:: Computer Science and Engineering
Keywords:: Key-value store
DRAM cache
architecture
File:: Download Stalev-Thesis-Fixed.pdf
Committee Members:: John Morgan Sampson, Thesis Advisor/Co-Advisor
Mary Jane Irwin, Thesis Advisor/Co-Advisor

Open Access

Author:: Mohapatra, Jagruti
Title:: PREDICTION AND ASSESSMENT OF AMBIENT ENERGY SIGNALS FOR ENERGY HARVESTING SYSTEMS
Graduate Program:: Computer Science and Engineering
Keywords:: Prediction
energy harvesting
Non-volatile processors
backup
File:: Download jagrutimohapatra_thesis_final.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Vijaykrishnan Narayanan, Committee Member

Open Access

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

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:: 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:: Chandran, Makesh Tarun
Title:: Processing In-Memory Architecture Incorporating Systolic Dataflow for Deep Neural Networks
Graduate Program:: Computer Science and Engineering
Keywords:: Neural Networks
ReRAM
Processing-in-memory
Transformer
BERT
LSTM
CNN
Systolic
File:: Download Makesh_Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

Open Access

Author:: Thirucherai Govindarajan, Hariram
Title:: Optimization of Inter-Cache Traffic Entanglement in Tagless Caches with Tiling Opportunities
Graduate Program:: Computer Science and Engineering
Keywords:: Tagless cache
File:: Download Hariram_Masters_Thesis.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

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