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Start Over Graduate Program Computer Science and Engineering Degree MS Committee Member Chitaranjan Das

51. Overcoming the bottleneck of extracting and indexing hundreds of millions of academic papers to support a scholarly big data service: a case study of CiteSeerX

open_access
Open Access
Author:
Keesara, Sai Raghav
Title:
Overcoming the bottleneck of extracting and indexing hundreds of millions of academic papers to support a scholarly big data service: a case study of CiteSeerX
Graduate Program:
Computer Science and Engineering
Keywords:
Information Retrieval
Information Extraction
Digital Libraries
Search Engine
Scalability
Academic Libraries
Elasticsearch
File:
Download Keesara_Thesis_May2021.pdf
Committee Members:
C Lee Giles, Thesis Advisor/Co-Advisor
Bhuvan Urgaonkar, Committee Member
Jian Wu, Special Signatory
Chitaranjan Das, Program Head/Chair

52. INFERALL: COORDINATED OPTIMIZATION FOR MACHINE LEARNING INFERENCE SERVING IN PUBLIC CLOUD

open_access
Open Access
Author:
Kumar, Pramod
Title:
INFERALL: COORDINATED OPTIMIZATION FOR MACHINE LEARNING INFERENCE SERVING IN PUBLIC CLOUD
Graduate Program:
Computer Science and Engineering
Keywords:
ML Inference system
Machine learning in public cloud
Machine-learning-as-a-service (MLaaS)
Inference
Serving
Batching
Cloud
Serverless
Service Level Objective (SLO)
Cost-effective
Optimization
Modeling
Prediction
Machine learning inference
File:
Download Pramod_Kumar_Thesis.pdf
Committee Members:
Chitaranjan Das, Thesis Advisor/Co-Advisor
Mahmut Taylan Kandemir, Committee Member
Chitaranjan Das, Program Head/Chair
Bhuvan Urgaonkar, Committee Member

54. Apply Human Computer Interaction Principles to an Augmented Reality App for Human Motion Sequence Observation

open_access
Open Access
Author:
Cao, Haonan
Title:
Apply Human Computer Interaction Principles to an Augmented Reality App for Human Motion Sequence Observation
Graduate Program:
Computer Science and Engineering
Keywords:
Augmented Reality
Human Computer Interaction
File:
Download Haonan-Thesis.pdf
Committee Members:
Yanxi Liu, Thesis Advisor/Co-Advisor
Wang-Chien Lee, Committee Member
Chitaranjan Das, Program Head/Chair

57. Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach

open_access
Open Access
Author:
Bharadwaj, Skanda
Title:
Motion Estimation in Ultrasound Image Sequences: A Deep Learning Approach
Graduate Program:
Computer Science and Engineering
Keywords:
motion estimation
object tracking
ultrasound imaging
deep learning
Siamese networks
convolutional neural networks
Kalman Filter
File:
Download Skanda_Master_Thesis.pdf
Committee Members:
Mohamed Khaled Almekkawy, Thesis Advisor/Co-Advisor
William Evan Higgins, Committee Member
Robert Collins, Committee Member
Chitaranjan Das, Program Head/Chair

59. PHYSICS BASED DETECTION SYSTEM FOR MISREPORTING ATTACKS IN V2X CORE DATA FIELDS

open_access
Open Access
Author:
Andrade Salazar, Alejandro
Title:
PHYSICS BASED DETECTION SYSTEM FOR MISREPORTING ATTACKS IN V2X CORE DATA FIELDS
Graduate Program:
Computer Science and Engineering
Keywords:
Misbehavior Reporting
Data Centric Anomaly Detection
BSM
C-V2x
V2x
V2V
DSRC
File:
Download Securing_V2x_Core_Data_Fields_Thesis_Format.pdf
Committee Members:
Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Mark P Mahon, Committee Member

60. Generating Adversarial Network Traffic Flows with GANs

open_access
Open Access
Author:
Zolbayar, Bolor Erdene
Title:
Generating Adversarial Network Traffic Flows with GANs
Graduate Program:
Computer Science and Engineering
Keywords:
Network Intrusion Detection Systems
Generative Adversarial Networks
Adversarial Network Traffic Flows
Adversarial Examples
Generating Adversarial Network Flows
File:
Download Zolbayar_MS_Thesis.pdf
Committee Members:
Patrick Drew Mcdaniel, Thesis Advisor/Co-Advisor
Chitaranjan Das, Program Head/Chair
Sencun Zhu, Committee Member