Giorgos Atmatzidis's Projects
Python scripts that flies a drone in AirSim environment and generates data.
Cyclic redundancy check for binary messages.
Implementation of basic data structures written in C++.
An exam scheduling program written in SWI-Prolog.
A RDFS and OWL ontology domain for Formula 1.
A search engine for the speeches of the Greek Parliament from the years 1989 to 2020.
LetterGame implemented in PDDL for academic purposes for NCO-04-02 : Artificial Intelligence
Python scripts referring to methods of numerical analysis.
Master Thesis: Online Anomaly Detection and Root Cause Analysis. A system based on Apache Kafka and Flink
This project utilizes Apache Spark for outlier detection on 2D point data, employing the K-means clustering algorithm. The K-means algorithm is leveraged to group normal data points, and outliers are identified based on their deviation from the established clusters.
Implementation of R*-tree for spatial data organisation and processing.
Request-Reply Messaging App using RMI Technology.
Routing Algorithms for Operating Systems
This is a bibliography survey upon Distributed Machine Learning. The survey contains algorithmic selections and architectures that can facilitate distributed learning on ML models. There is also a part that presents MLlib, a ML library from Apache Spark for distributed ML implementations.
Implementation of Water Color Sort problem and BFS algorithm for its solution.