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Lediwara, Nadiza
Universitas Pertahanan Republik Indonesia
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Journal : Journal of Intelligent Decision Support System (IDSS)

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The development of a data lakehouse system for the integration and management of cyber threat intelligence data in XYZ unit Chan, Ricky; Dhaifullah, Rendi Hanif; Saragih, Hondor; Lediwara, Nadiza; Adha, Rochedi Idul
Journal of Intelligent Decision Support System (IDSS) Vol 8 No 1 (2025): March: Intelligent Decision Support System
Publisher : Institute of Computer Science (IOCS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35335/idss.v8i1.293

Abstract

Cybersecurity systems are evolving to deal with increasingly complex digital threats. One of the main challenges in this field is integrating and managing Cyber Threat Intelligence (CTI) efficiently. This research aims to design and implement Data Lakehouse as a solution to manage CTI data in XYZ Unit. The system was built using Apache Spark, MinIO, Dremio, Nessie, and Apache Iceberg with a containerization approach using Docker to ensure flexibility and ease of implementation. The implementation results show that the system successfully integrates various CTI data sources and improves efficiency in data storage, processing, and analysis. MinIO is used as the primary storage, Apache Spark processes data at scale, Dremio enables real-time data analysis, and Nessie manages data version control to maintain its integrity. Blackbox testing proves that the system can work optimally, with results showing improved data integration and efficiency in managing cyber threat information. Thus, the developed Data Lakehouse can be an effective solution in supporting threat detection and strategic decision-making in XYZ Unit.
Co-Authors Abigail Tifani Manullang Adha, Rochedi Idul Alfian Habib Ahmed Alghiffari, Ahmad Abizar Allodya Nadra Xaviera Almas Shafwan Alya Hijrianisa Amadea Kenyoning Hapsari Ananda Yessica Margaretha Hutagalung Angelia Melisa Hutapea Army Kanaya Audrey Nur Aisyah Aulia Khamas Heikmakhtiar Aulia Khamas Heikmakhtiar Aulia, Regifia Ningrum Nur Bhiftime, E.I. Bimorogo, Sembada Denrineksa Chan, Ricky Damaris Easter Nugrahita Christi Denrineksa Bimorogo, Sembada Dhaifullah, Rendi Hanif Eva Savitri Febriantama, Rizal Gian Fhatur Robby Tanzil Herris Findi Zhafirah Fira Putri Wulandari Fulkan Kafilah Al Husein funny farady Coastera Gamelia Putri Anneta H., Nick Holson Mangiring Silalahi Heikmakhtiar, Aulia Khamas Hondor Saragih Husni, Nashiratul Jaya Gainal, Ido Julia Purnama Sari Julia Purnama Sari Khamas Heikmakhtiar, Aulia Khazali Fahmi Mochammad Yusa Mochammad Yusa Mufti Labib Ahmada Muhammad Rivaldi Muhmmad Alvito Faros Naylil Karomah, Sufi Phatoni, Khaerul Imam Ricky Chan Rivaldi, Muhammad Rizki Yulian Agusti Rohman Ali Hanan I Sadewa, Rio Bintang Sadiyana Yaqutna Naqiya Salman Alfarisi Sembada Denrineksa Bimorogo Shella Athaya Miwazuki Suhar totok Tazky Khumaira Tsany Tiara Damayati Vonna Lestari Dian Subianty Yosi Herianti Zarfinal, Andila Zefanya Seto Gandhara Zerusealtin David Naibaho