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Author:

Angadi, Manoj Kumar

Title:

DESIGN AND IMPLEMENTATION OF A MULTI-STAGE PIPELINE FOR LARGE SCALE EXTRACTING, CLUSTERING AND INGESTION OF ACADEMIC DOCUMENTS FOR CITESEERX

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

CiteSeer
Extraction
Clustering
Ingestion
LSH
BM25
NGX
Elasticsearch
Python
Pipeline
EIS
Citation
index
PDF
Document
Server

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
C Lee Giles, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member

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:

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Committee Members:

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

Author:

Chai, Peilin

Title:

A Novel Deep-Learning-Based Pipeline for Recurring Pattern Discovery

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Recurring Pattern Discovery
Contrastive Learning

File:

Download A_Novel_Deep-Learning-Based_Pipeline_for_Recurring_Pattern_Discovery_Peilin_Chai.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Yanxi Liu, Thesis Advisor/Co-Advisor
Robert Collins, Committee Member

Author:

Capobianco, Frank

Title:

A Tamper Analysis and Endorsement Approach for Linux Security Modules

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Linux Security Modules
Reference Monitor
Tamper Analysis
Operating System Security

File:

Download capobianco_thesis_final.pdf

Committee Members:

Trent Ray Jaeger, Thesis Advisor/Co-Advisor
Danfeng Zhang, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Pranesh, Raj

Title:

S_COVID: A FRUGAL YET EFFECTIVE ENGINE TO EXPLORE COVID-19 SCIENTIFIC LITERATURE

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval
COVID-19
Unsupervised learning
Question-answering
Search engine
Natural Language Processing
Information retrieval

File:

Download PSU_Thesis_Raj_final_sub.pdf

Committee Members:

Rui Zhang, Thesis Advisor/Co-Advisor
Abhinav Verma, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Bhasi, Vivek

Title:

Adapting the Serverless Platform for Emerging Application Patterns

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Serverless Computing
Cloud Computing
Resource Management
Cost
SLO Compliance
QoS

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Committee Members:

Chitaranjan Das, Program Head/Chair
Chitaranjan Das, Chair & Dissertation Advisor
Mahmut Kandemir, Dissertation Co-Advisor
C Lee Giles, Outside Unit & Field Member
Jashwant Raj Gunasekaran, Special Member
John Sampson, Major Field Member

Author:

Singh, Sonali

Title:

Co-Architecting Brain-inspired Algorithms and Hardware for Performance and Energy Efficiency

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Spiking Neural Networks
Neuromorphic Computing
Gradient descent
Low-power architectures
bio-inspired sensors

File:

Download NeuroCompDissertationDraftFinal.pdf

Committee Members:

Vijaykrishnan Narayanan, Co-Chair & Dissertation Advisor
Chitaranjan Das, Co-Chair & Dissertation Advisor
Abhronil Sengupta, Major Field Member
Saptarshi Das, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Mishra, Ankush

Title:

mmCaliper: High resolution sensing of distances using mmWave Radars

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

wireless sensing
radars
high-resolution
waves
chirps

File:

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Committee Members:

Mahanth Gowda, Thesis Advisor/Co-Advisor
Abutalib Aghayev, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Kannan, Adithya Krishnan

Title:

OPTIMIZING PRIVACY PRESERVING NEURAL NETWORKS EMPLOYING HOMOMORPHIC ENCRYPTION

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Privacy Preserving Machine Learning
Homomorphic Neural Networks

File:

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Committee Members:

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

Author:

Alkhadhr, Shaikhah

Title:

Modeling a Clinical Acoustic Information System Using Physics-Informed Machine Learning

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

physics-informed neural networks
wave equation
ultrasound therapeutics
numerical modeling
information systems

File:

Download Dissertation_vFinal.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
Mohamed Almekkawy, Chair & Dissertation Advisor
Kamesh Madduri, Major Field Member
David Koslicki, Major Field Member
Yun Jing, Outside Unit & Field Member