Show simple item record

dc.contributor.authorSayar, Alperen
dc.contributor.authorArslan, Şuayip
dc.contributor.authorÇakar, Tuna
dc.contributor.authorErtuğrul, Seyit
dc.contributor.authorAkçay, Ahmet
dc.date.accessioned2023-11-16T05:40:32Z
dc.date.available2023-11-16T05:40:32Z
dc.date.issued2023en_US
dc.identifier.citationSayar, A., Arslan, Ş., Çakar, T., Ertuğrul, S., & Akçay, A. (2023, October). High-Performance Real-Time Data Processing: Managing Data Using Debezium, Postgres, Kafka, and Redis. In 2023 Innovations in Intelligent Systems and Applications Conference (ASYU) (pp. 1-4). IEEE.en_US
dc.identifier.isbn979-8-3503-0659-0
dc.identifier.issn2770-7946
dc.identifier.urihttps://doi.org/10.1109/ASYU58738.2023.10296737
dc.identifier.urihttps://hdl.handle.net/20.500.11779/2119
dc.description.abstractThis 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 are transferred using Apache Kafka, an open-source message queuing system, and Debezium running on Kafka, to Redis, a non-relational (No-SQL) key-value database. Time-consuming query operations and read operations are performed on Redis, which operates on memory (in-memory), instead of on the primary database, PostgreSQL. This approach has significantly improved query execution performance, data processing time, and backend service performance. The study showcases the practical application of an event-driven approach using Debezium, Kafka, Redis, and relational databases for real-time data processing and querying.en_US
dc.language.isoturen_US
dc.publisherIEEEen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectTechnological innovationen_US
dc.subjectRelational databasesen_US
dc.subjectData processingen_US
dc.subjectReal-time systemsen_US
dc.subjectIntelligent systemsen_US
dc.subjectMonitoringen_US
dc.subjectKafkaen_US
dc.subjectDebeziumen_US
dc.subjectRedisen_US
dc.subjectEvent-Drivenen_US
dc.titleHigh-performance real-time data processing: managing data using Debezium, Postgres, Kafka, and Redisen_US
dc.typeconferenceObjecten_US
dc.relation.journal2023 Innovations in intelligent systems and applications conference (ASYU)en_US
dc.departmentMühendislik Fakültesi, Bilgisayar Mühendisliği Bölümüen_US
dc.authoridTuna Çakar / 0000000185947399en_US
dc.identifier.startpage1en_US
dc.identifier.endpage4en_US
dc.relation.publicationcategoryKonferans Öğesi - Ulusal - Kurum Öğretim Elemanıen_US
dc.description.scopusid2-s2.0-85178276920en_US
dc.contributor.institutionauthorÇakar, Tuna
dc.identifier.doi10.1109/ASYU58738.2023.10296737en_US
dc.description.PublishedMonthEkimen_US
dc.identifier.scopusqualityN/Aen_US


Files in this item

Thumbnail

This item appears in the following Collection(s)

Show simple item record