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Multi-installment scheduling (MIS) has shown great effectiveness in minimizing the processing time for large-scale partitionable workloads. To derive an optimal MIS strategy, one has to explicitly determine optimal numbers of installments and processors. Existing studies tend to solve this problem by treating the influence of number of installments (and processors) w.r.t processing time as time-continuous...
Public clouds have become an attractive candidate to meet the ever-growing storage demands. However, storing data in public clouds increases data retrieval time and threat level for data security. These challenges drive the need for intelligent methods that solve the data placement problem to achieve high performance while satisfying the security requirement. In this paper, we propose a novel approach...
Data replication has been widely used as a mean of increasing the data availability of large-scale storage systems where failures are normal. Aiming to provide cost-effective availability, and improve performance and load-balancing of large-scale storage cluster, this paper presents a dynamic replication management scheme referred to as DRM. A model is developed to express availability as function...
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