Implementasi Otomatisasi Data Lifecycle Management (DLM) untuk Peningkatan Skalabilitas dan Keandalan Sistem Informasi Pemesanan Kelas
DOI:
https://doi.org/10.37859/jf.v15i3.10381
Abstract
The rapid growth of historical data in the class booking information system can significantly degrade performance, impacting system scalability and reliability. This research addresses the issue by designing and implementing an automated Data Lifecycle Management (DLM) framework. The primary objectives are: (1) to develop a functional automated DLM prototype using the Laravel framework and its task scheduler, and (2) to analyze how this implementation enhances system scalability and reliability. This study adopts a system implementation method by applying the seven stages of DLM, supported by a Dual Connection database architecture that separates operational data (Hot Storage) from historical archives (Cold Storage). The results demonstrate the successful implementation of all DLM stages, from data creation to automated deletion. The system automatically archives weekly transactional data and permanently deletes them after a retention period of one semester plus a 30-day grace period. Furthermore, a secure public API was developed to facilitate data sharing for academic purposes. The implementation of automated DLM proves effective in managing data lifecycle, reducing the burden on the primary database, and maintaining system performance, thereby ensuring better scalability and reliability.
Downloads
References
K. J. Lie, Z. Rusdi, and D. A. Haris, “Website based scheduling system for the Living Word Community,” International Journal of Application on Sciences, Technology and Engineering (IJASTE), vol. 1, no. 4, pp. 1438–1447, 2023.
A. P. Tindi and O. Lumasuge, “Sistem penjadwalan dan notifikasi petugas ibadah kelompok berbasis web dengan API pesan instan,” JUMINTAL: Jurnal Manajemen Informatika dan Bisnis Digital, vol. 4, no. 1, pp. 38–49, May 2025.
A. O. Yorizka, H. Y. Putra, and F. Akbar, “Implementasi sistem automasi berbasis web pada proses check-in dan check-out asrama Universitas Andalas,” Jurnal Nasional Teknologi dan Sistem Informasi, vol. 7, no. 2, pp. 90–98, Sep. 2021.
R. Ramadhani, “Designing a web-based archive management application using the Laravel framework: A case study on a recreational park,” Information Technology and Systems (ITS), vol. 2, no. 1, pp. 16–24, 2024.
I. Kabashkin, V. Perekrestov, T. Tyncherov, L. Shoshin, and V. Susanin, “Framework for integration of health monitoring systems in life cycle management for aviation sustainability and cost efficiency,” Sustainability, vol. 16, no. 14, Art. no. 6154, Jul. 2024.
H. Lian, T. Mo, and C. Zhang, “Intelligent data lifecycle management in cloud storage: An AI-driven approach to optimize cost and performance,” Academia Nexus Journal, vol. 3, no. 3, pp. 1–20, Dec. 2024.
N. Janssen, T. Ilayperuma, J. Jayasinghe, F. Bukhsh, and M. Daneva, “The evolution of data storage architectures: Examining the secure value of the Data Lakehouse,” Journal of Data, Information and Management, vol. 6, pp. 309–334, Aug. 2024.
Ramdan, W. T., Yusuf, D., & Purwantoro, P. (2024). RANCANG BANGUN PORTAL DOCUMENT MANAGEMENT SYSTEM BERBASIS WEB UNTUK DIGITALISASI ARSIP MENGGUNAKAN FRAWEWORK LARAVEL. JATI (Jurnal Mahasiswa Teknik Informatika), 8(4), 8091-8097.
C. Liu, A. Pavlenko, M. Interlandi, and B. Haynes, “Data formats in analytical DBMSs: Performance trade-offs and future directions,” The VLDB Journal, vol. 34, Art. no. 30, Mar. 2025.
D. Kiswanto, F. Ramadhani, N. M. Surbakti, and N. A. Nasution, “Pengembangan dan implementasi sistem deteksi serangan DDoS berbasis algoritma Random Forest,” Bulletin of Information Technology (BIT), vol. 6, no. 3, pp. 247–256, Sep. 2025.
M. N. M. B. Sipahutar, A. Linhar P., and S. P. Sipayung, “Security analysis of data storage in cloud-based digital archive management systems,” Journal of Advanced Computer Knowledge and Algorithms, vol. 2, no. 3, pp. 80–83, Jul. 2025.
A. B. Ige, N. Chukwurah, C. Idemudia, and V. I. Adebayo, “Managing data lifecycle effectively: Best practices for data retention and archival processes,” International Journal of Engineering Research and Development, vol. 20, no. 7, pp. 453–461, Jul. 2024.
C. Sharma and A. Vaid, “Leveraging SAP information lifecycle management (ILM): Latest insights and applications,” International Journal of Engineering, Management and Humanities (IJEMH), vol. 5, no. 6, pp. 167–173, Nov. 2024.
Y. Zhang, H. Zhang, and E. Feng, “Cost-effective data lifecycle management strategies for big data in hybrid cloud environments,” Academia Nexus Journal, vol. 3, no. 2, pp. 1–22, Aug. 2024.
A. F. M. Ajis, S. Zakaria, and A. R. Ahmad, “Modelling dark data lifecycle management: A Malaysian big data experience,” International Journal of Academic Research in Business and Social Sciences, vol. 12, no. 3, pp. 328–344, Mar. 2022.
S. I. H. Shah, V. Peristeras, and I. Magnisalis, “DaLiF: A data lifecycle framework for data-driven governments,” Journal of Big Data, vol. 8, Art. no. 89, Jun. 2021.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 Sybil Auzi, Atta Zulfahrizan, Dedi Kiswanto, Josua Tampubolon

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
Copyright Notice
An author who publishes in the Jurnal FASILKOM (teknologi inFormASi dan ILmu KOMputer) agrees to the following terms:
- Author retains the copyright and grants the journal the right of first publication of the work simultaneously licensed under the Creative Commons Attribution-ShareAlike 4.0 License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal
- Author is able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book) with the acknowledgement of its initial publication in this journal.
- Author is permitted and encouraged to post his/her work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of the published work (See The Effect of Open Access).
Read more about the Creative Commons Attribution-ShareAlike 4.0 Licence here: https://creativecommons.org/licenses/by-sa/4.0/.










_(1).png)



