Design and implementation of a system for recognizing patterns and unique events in IoT data streams

• Main Author: Καρράς, Χρήστος
• Other Authors: Karras, Christos
• Language: English
• Published: 2022
• Subjects: Data streams; Clustering; Reservoir sampling; Knowledge graphs; Ροές δεδομένων; Συσταδοποίηση; Δειγματοληψία με ρεζερβουάρ; Γράφοι γνώσης

Data streams are perhaps one of the most important underlying concepts of the age of interconnected big data. However, data streams are generally quite difficult to be managed due to their noticeably volatile nature which can be attributed to the combination high speed and short information duration...