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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:: 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

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

Open Access

Author:: Troncoso Aldas, Nelson Daniel
Title:: AIGuide: An Augmented Reality Hand Guidance Application for People with Visual Impairments
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: assistive technology augmented reality
mixed reality
mobile computing
assistive technology
augmented reality
File:: Download Thesis_Revised.pdf
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

Restricted (Penn State Only)

Author:: Yu, Tongguang
Title:: Hardware Functional Obfuscation With Ferroelectric Active Interconnects
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: FeFET
Hardware Security
Reverse Engineering
Ferroelectric
File:: Login to Download
Committee Members:: Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Sumitha George, Committee Member
Kai Ni, Committee Member

Restricted (Penn State Only)

Author:: Pham, Viet
Title:: An Analysis and Framework for Multi-label Image Classification of Insect Taxonomy with Convolutional Neural Networks
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: multi-label image classification
image classification
computer vision
machine learning
insect taxonomy
convolutional neural networks
File:: Login to Download
Committee Members:: Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member

Restricted (Penn State Only)

Author:: Abrams, Samuel
Title:: Extending Video Action Recognition in the Compressed Domain
Graduate Program:: Computer Science and Engineering (MS)
Keywords:: Action Recognition
Neural Networks
Video Compression
File:: Login to Download
Committee Members:: Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

Restricted (Penn State Only)

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

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