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.

Dades bibliogràfiques
Autor principal:	Hossain, Syed Abed
Altres autors:	Rahman, Mohammad Zahidur
Format:	Thesis
Idioma:	English
Publicat:	Brac University 2024
Matèries:	DNS traffic management Machine learning Virtual machine User behavior analysis Computer communication systems Human-computer interaction.
Accés en línia:	http://hdl.handle.net/10361/23002

Ítems similars

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Machine Learning /
per: Mitchell, Tom M. (Tom Michael), 1951-
Publicat: (1997)

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

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

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

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

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

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

Pattern recognition and machine learning /
per: Bishop, Christopher M.
Publicat: (2006)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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