Efficient network traffic management and intelligent decision-making through machine learning and DNS log analysis

Efficient network traffic management and intelligent decision-making through machine learning and DNS log analysis

This thesis is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science and Engineering, 2023.

Manylion Llyfryddiaeth
Prif Awdur:	Hossain, Syed Abed
Awduron Eraill:	Rahman, Mohammad Zahidur
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	DNS traffic management Machine learning Virtual machine User behavior analysis Computer communication systems Human-computer interaction.
Mynediad Ar-lein:	http://hdl.handle.net/10361/23002

Eitemau Tebyg

A novel approach to forecast traffic congestion using CMTF and machine learning
gan: Chowdhury, Md. Mohiuddin, et al.
Cyhoeddwyd: (2018)

Crowd source based traffic analysis using machine learning algorithm
gan: Orthy, Marzia Khan, et al.
Cyhoeddwyd: (2018)

Crowed source based traffic analysis using machine learning algorithm
gan: Orthy, Marzia Khan, et al.
Cyhoeddwyd: (2017)

Travel time prediction using machine learning and weather impact on traffic conditions
gan: Deb, Bilash, et al.
Cyhoeddwyd: (2018)

A machine learning approach to predicting and mitigating traffic congestion
gan: Faisal, Abu Fatah Mohammed, et al.
Cyhoeddwyd: (2024)

Heart disease prediction using machine learning algorithms
gan: Ali, Musfiq, et al.
Cyhoeddwyd: (2019)

Public vehicle ETA system using machine learning
gan: Kabir, Md. Miraz, et al.
Cyhoeddwyd: (2018)

Predicting depression in Bangladeshi undergraduates using machine learning
gan: Choudhury, Ahnaf Atef, et al.
Cyhoeddwyd: (2019)

Alumni opportunities using machine learning
gan: Siaum, Arshif Sharlimin, et al.
Cyhoeddwyd: (2019)

Reinforcement learning based autonomic virtual machine management in clouds
gan: Habib, Arafat, et al.
Cyhoeddwyd: (2018)

Machine learning as an indicator for breast cancer prediction
gan: Shadman, Tahsin Mohammed, et al.
Cyhoeddwyd: (2019)

Analysis of the impact of online education using EEG signals and machine learning algorithms
gan: Hoque, Ehsanul, et al.
Cyhoeddwyd: (2021)

Statistical analysis of network data flows and predictions using statistical and machine learning regression models
gan: Boateng, Albert, et al.
Cyhoeddwyd: (2024)

Machine learning approach for improving decision support in ICU
gan: Siddiquee, Mohib Billah, et al.
Cyhoeddwyd: (2019)

Implementing machine learning techniques to forecast floods In Bangladesh based on historical data
gan: Toufique, S.M, et al.
Cyhoeddwyd: (2024)

Comparative analysis between machine learning algorithms in efficiency of Coronary Heart Disease (CHD) prediction
gan: Oishi, Fayza Rezwana, et al.
Cyhoeddwyd: (2020)

Pattern recognition with Quantum Support Vector Machine(QSVM) on near term quantum processors.
gan: Ahmed, Sajjad
Cyhoeddwyd: (2019)

Machine Learning /
gan: Mitchell, Tom M. (Tom Michael), 1951-
Cyhoeddwyd: (1997)

A machine learning approach to detect depression and anxiety using supervised learning
gan: Ullas, Md Tahmidur Rahman, et al.
Cyhoeddwyd: (2019)

Observing mega cities to grow from space and predicting its growth using machine learning techniques
gan: Chakma, Mitesh, et al.
Cyhoeddwyd: (2018)

Application of machine learning in credit risk assessment: a prelude to smart banking
gan: Dhruba, Mir Ishrak Maheer, et al.
Cyhoeddwyd: (2019)

Child Safe Browser Extension: A Browser Extension to Detect Adultery and Violent Content to Make Safer Web for Children
gan: Alhossen, Md., et al.
Cyhoeddwyd: (2021)

Predicting climate induced floods using machine learning
gan: Saleh, Chowdhury Nafis, et al.
Cyhoeddwyd: (2022)

The influence of neuromarketing: machine learning based empirical analysis
gan: Muktadir, MD. Abdullah Al, et al.
Cyhoeddwyd: (2024)

Pattern recognition and machine learning /
gan: Bishop, Christopher M.
Cyhoeddwyd: (2006)

Demystifying second hand car market in Bangladesh using multimodal machine learning techniques
gan: Islam, Roman, et al.
Cyhoeddwyd: (2024)

A Study of gainful employment of learners receiving skills training in the informal sector using Machine Learning
gan: Raizan, Syed Ahsan, et al.
Cyhoeddwyd: (2021)

Genetic algorithms in search, optimization, and machine learning /
gan: Goldberg, David E. (David Edward), 1953-
Cyhoeddwyd: (1989)

Detection of acute Lymphocytic Leukemia (ALL) and its type by image processing and machine learning
gan: Chowdhury, Himadri, et al.
Cyhoeddwyd: (2019)

Crop prediction based on geographical and climatic data using machine learning and deep learning
gan: Alif, Al Amin, et al.
Cyhoeddwyd: (2019)

Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path
gan: Saquib, Muhammad Sadman, et al.
Cyhoeddwyd: (2019)

Study on human emotion based on facial expressions through human machine communication
gan: Murshed, Tahmin Aysha, et al.
Cyhoeddwyd: (2021)

Implementing a recommender system for CS undergraduate students using machine learning
gan: Tasnuva, Umama Sumlin, et al.
Cyhoeddwyd: (2019)

Weather Pattern Extraction using Statistical Methods & Machine Learning Techniques
gan: Habib, Adria Binte
Cyhoeddwyd: (2021)

Real-time foul detection in football matches using machine learning techniques
gan: Siddiqui, Bishal Sadi, et al.
Cyhoeddwyd: (2024)

Fault detection in waste water treatment plant using statistical analysis & machine learning
gan: Haque, Md. Ezazul, et al.
Cyhoeddwyd: (2019)

Health monitoring IoT device with risk prediction using cloud computing and machine learning
gan: Das, Anindya, et al.
Cyhoeddwyd: (2021)

Chronic kidney disease detection using ensemble classi ers and feature set reduction
gan: Shawan, Naveed Rahman, et al.
Cyhoeddwyd: (2019)

Detection of fake identities on twitter using supervised machine learning
gan: Rahman, MD. Takiur, et al.
Cyhoeddwyd: (2019)

Embedded system based bangla intelligent social virtual robot with sentiment analysis
gan: Hossain, Md. Ishan Arefin, et al.
Cyhoeddwyd: (2018)