Browsing by Author "Akçay, Ahmet"

Now showing items 1-3 of 3

High-performance real-time data processing: managing data using Debezium, Postgres, Kafka, and Redis

Sayar, Alperen; Arslan, Şuayip; Çakar, Tuna; Ertuğrul, Seyit; Akçay, Ahmet (IEEE, 2023)

This research focuses on monitoring and transferring logs of operations performed on a relational database, specifically PostgreSQL, in real-time using an event-driven approach. The logs generated from database operations ...
Segmentation for factoring customers: using unsupervised machine learning algorithms

Ayyıldız, Nur Seher; Akçay, Ahmet; Yalçuva, Berat; Sayar, Alperen; Ertuğrul, Seyit; Çakar, Tuna (IEEE, 2023)

Nowadays the fact that technology facilitates data collection is an important opportunity, as well as making the management of all this data difficult and makes no sense unless it is well processed. This stored data is ...
Transaction Volume Estimation in Financial Markets with LSTM

Bozkan, Tunahan; Sayar, Alperen; Ertuğrul, Seyit; Çakar, Tuna; Akçay, Ahmet (IEEE, 2023)

In this study, it was aimed to determine the transaction volume that will be encountered in the future (hourly) in the factoring sector, and then to take financial and operational action early. For the study, the LSTM ...