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The executives point out that things like data copies of the human genome, oil reservoirs and sales data require immense storage systems.
Furthermore, a particular data reorganization can be expressed by the developer in several ways that may lead to inefficient solutions (mostly unneeded data copies and transfers).
In this paper, we propose several strategies to manage data reorganization at compile time, with a focus on indexed accesses to shared buffers to avoid data copies.
Our results reveal that the scheme that performs the best is the one that uses the WSS scheme combined with binary spread of replicated data copies.
The number of replicated data copies K can be the same for all data items or varied depending on the access frequencies of the data items.
Hot nodes, which store a small amount of hot data copies, are always in an active state to guarantee the QoS of the system.
Similar(34)
For GPUs, an optimized Cholesky decomposition algorithm is developed with high parallelism, reduced data copying, and improved memory access.
The RSEM normalised gene expression, mature miRNA normalised expression data, copy number, mutation, and methylation data were accessed from the Firebrowse database at http://www.firebrowse.org.org
Anyone taking a smartphone through a checkpoint risks having the gadget seized and the data copied, with potentially dire consequences.
●Scientists have begun a frantic effort to archive decades' worth of climate data, copying it onto servers that are beyond the U.S. government's reach.
But if you bought a Time Capsule in that period, you definitely should - and it would be wise to swap it, while getting the data copied, right away.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com