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Author:

Zheng, Yi

Title:

Video Analytics with In-SSD Processing Approaches

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

In-Storage-Processing
SSD
Firmware
FTL
Wear-Leveling
ORAM
Non-Volatile Memory

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Huijuan Xu, Major Field Member
John Sampson, Major Field Member
John Messner, Outside Unit & Field Member

Author:

He, Fang

Title:

Applications of Deep Learning on Temporal and Graph Data Mining

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Temporal Data Mining
Graph Data Mining
Representation Learning
Deep Learning

File:

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Committee Members:

Kamesh Madduri, Major Field Member
Ting He, Major Field Member
Wang-Chien Lee, Chair & Dissertation Advisor
Zhen Lei, Outside Unit & Field Member
Chitaranjan Das, Program Head/Chair

Author:

Rahman, Amatur

Title:

Compression Algorithms for de Bruijn Graphs and Uncovering Hidden Assembly Artifacts

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

de Bruijn graph
compression
k-mer set
colored de Bruijn graph
assembly
unitig
unitig algorithm
assembly artifact
bidirected de Bruijn graph
palindromic unitig

File:

Download psu_phd_amatur.pdf

Committee Members:

Chitaranjan Das, Program Head/Chair
David Koslicki, Major Field Member
Paul Medvedev, Chair & Dissertation Advisor
Francesca Chiaromonte, Outside Unit & Field Member
Mingfu Shao, Major Field Member

Author:

Dong, Yilu

Title:

Deviant Behavior Analysis of 5G Core Network Implementations

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

5G
Core Network
Cellular
Software Testing
Security

File:

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Committee Members:

Syed Rafiul Hussain, Thesis Advisor/Co-Advisor
G. Gary Tan, Committee Member
Chitaranjan Das, Program Head/Chair
Tao Wan, Special Signatory

Author:

Kumar, Sumit

Title:

TweetBLM: A Hate Speech Dataset and Analysis of Black_Lives_Matter-Related Microblogs on Twitter

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

BLM
Tweets
Twitter
Black Lives Matter
Model

File:

Download PSU_Thesis_Sumit.pdf

Committee Members:

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

Author:

Swaminathan, Ashwath Raghav

Title:

Optimizing Existing NLP Tasks by Leveraging Knowledge Graphs

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

Natural Language Processing
Knowledge Graphs
Knowledge Graph Embeddings
Transformers
Computational Complexity
Memory Usage Optimization
Reducing FLOPs
Token Pruning

File:

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Committee Members:

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

Author:

Tu, Kai

Title:

A Conformance Checker for the Control Plane Protocols of 5G Basebands

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

5G
security
Conformance Testing

File:

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Committee Members:

Syed Rafiul Hussain, Thesis Advisor/Co-Advisor
Young Kun Ko, Committee Member
Chitaranjan Das, Program Head/Chair

Author:

Hakimi, Zeinab

Title:

Efficient Deep Neural Networks Architectures for Video Analytics Systems

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Deep Neural Networks
Object Recognition
Convolutional Neural Networks
Edge Computing
Distributed Camera Intelligence System

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Jack Carroll, Outside Unit & Field Member
Rui Zhang, Major Field Member
John Sampson, Major Field Member

Author:

Liu, Heting

Title:

Machine Learning in Mobile Edge Computing: Enhancing Efficiency in Inference and Training

Graduate Program:

Computer Science and Engineering (PHD)

Keywords:

Edge Computing
Resource Allocation
Machine Learning
Federated Learning

File:

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Committee Members:

Fenglong Ma, Outside Unit & Field Member
Ting He, Major Field Member
Jing Yang, Major Field Member
Guohong Cao, Chair & Dissertation Advisor
Chitaranjan Das, Program Head/Chair

Author:

Reinoso, David

Title:

Analysis of Influential Objects In Smart Home Platforms

Graduate Program:

Computer Science and Engineering (MS)

Keywords:

IoT
Smart Home
Security
Flow Graph
Property Analysis

File:

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Committee Members:

Chitaranjan Das, Program Head/Chair
Trent Ray Jaeger, Thesis Advisor/Co-Advisor
Syed Rafiul Hussain, Committee Member
Syed Rafiul Hussain, Thesis Advisor/Co-Advisor