SBBO Based Replicated Data Allocation Approach for Distributed Database Design

Abstract

In the current scenario, when the demand of cloud based services and IoT devices is increasing day by day, designing distributed databases have become more challenging task. The performance of any distributed database is heavily dependent on its proper design. Moreover, data allocation is an important part of distributed database design after data fragmentation. A new replicated data allocation approach has been proposed in this paper. Simplified biogeography-based optimization (SBBO) is used for developing the proposed approach. SBBO based approach helps in minimizing total processing cost of a query and also increasing the overall performance of the system. Results obtained from the SBBO based approach are evaluated against the performance of BBO and GA based approaches. The SBBO based approach provides quality solutions as compared to other two algorithms.

Systematic Literature Review Untuk Identifikasi Metodde Fragmentasi Pada Perancangan Sistem Database Terdistribusi

“…Merancang sebuah Database Terdistribusi sangatlah kompleks (Goli & Rankoohi, 2012). Untuk menangani masalah tersebut dibutuhkan suatu skema yang memudahkan perancangan Database Terdistribusi, dan skema yang dipilih yaitu dengan menggunakan skema fragmentasi atau partisi data (Singh, 2020). Fragmentasi Vertikal adalah bagian dasar dari proses pembangunan Database Terdistribusi (Le et al, 2018).…”