Synchronized Disk Interleaving
IEEE Transactions on Computers
Introduction to operations research, 4th ed.
Introduction to operations research, 4th ed.
A Microeconomic Approach to Optimal Resource Allocation in Distributed Computer Systems
IEEE Transactions on Computers
Information Sciences—Informatics and Computer Science: An International Journal
Evaluating approximately balanced parity-declustered data layouts for disk arrays
Parallel Computing - Special double issue: parallel I/O
Overlay striping and optimal parallel I/O for modern applications
Parallel Computing - Special issues on applications: parallel data servers and applications
An efficient workload-based data layout scheme for multidimensional data
Data & Knowledge Engineering - Data warehousing
Data Allocation for Multidisk Databases
IEEE Transactions on Knowledge and Data Engineering
A formal characterization of SI-based ROWA replication protocols
Data & Knowledge Engineering
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Parallel processing mechanisms and data layout approaches that significantly affect access performance of database systems have received increased attention in the last few decades. Multidisk allocation problems try to find an allocation of relations to disks such that expected query cost is minimized. Solving this NP-complete problem is extremely time-consuming, especially because the need for solution time rises exponentially as the number of 0-1 variables increases. This study presents a novel and efficient approach for deriving an optimal layout of relations on disks based on database statistics of access patterns and relation sizes. In addition to minimizing query cost, the proposed model allows replication of relations, minimizes storage cost, and enhances computational efficiency by reducing the number of 0-1 variables and constraints. Illustrative examples and experimental results demonstrate the advantages and efficiency of the proposed method.