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SDN Performance Analysis
2022-09-07
SDN performance analysis framework comparing network topologies using Mininet simulation, Ryu controller, and D-ITG traffic generation to identify bottlenecks and optimize network capacity.
638 words
|
3 minutes
Bitcoin Address Clustering
2022-02-20
A comprehensive implementation of Bitcoin address clustering using multiple heuristic conditions for blockchain analysis and chain analysis applications.
752 words
|
4 minutes
Predicting Online News Popularity
2022-01-10
Multi-class classification model predicting news article popularity from 39K Mashable articles. Uses strategic class balancing (1/3, 1/4, 1/5, 1/6, 1/7 distribution) and feature selection to handle severe imbalance. Final SVM achieves 0.65 accuracy, 0.25 F1-macro.
736 words
|
4 minutes
Home Energy Management System with Reinforcement Learning
2021-07-15
Intelligent Home Energy Management System using Multi-Agent Reinforcement Learning and Neural Networks to optimize electric vehicle charging. Implements 4 battery management strategies with real-world data validation, achieving up to 16.89% cost reduction.
833 words
|
4 minutes
CatSScript Website
2021-07-01
CatSScript Website is a simple web app built with HTML, CSS, JavaScript, and PHP.
117 words
|
1 minutes
QuizArt App Design
2021-02-01
QuizArt is a mobile app that combines quizzes with cultural heritage exploration. Users earn points by participating in daily and weekly quizzes, which can be redeemed for vouchers to visit cultural landmarks.
1062 words
|
5 minutes
Parallel Sudoku Solver
2021-01-14
A comparison of three parallel Sudoku solvers (Pthread-based DFS, Hybrid DFS/BFS with Pthread, and OpenMP BFS), evaluating their performance, scalability, and memory usage.
850 words
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4 minutes
Modelica Notes
2020-12-01
Notes to study the Modelica language, including examples, explanations, and resources for learning and simulating complex physical systems.
194 words
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1 minutes