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These workers can run on a single multiprocessor workstation, several workstations coupled together, or a dedicated cluster.
Tests of robustness and scalability are reported, as are three specific electron cryomicroscopy applications where Peach enabled projects that would not otherwise have been feasible without an expensive, dedicated cluster.
It has been tested and validated on several private platforms, such as a dedicated cluster of workstations, as well as on public platforms, including the Hortonworks Data Platform and Amazon Web Services Elastic MapReduce solution.
The design of this new framework aims primarily at computational efficiency for fast reconstruction at the beamline during experiments taking advantage of a dedicated cluster.
Performing our experiments on dedicated cluster nodes would clearly increase the efficiency of the calculations.
It is important to differentiate between making use of spare CPU cycles on desktop computers, as we use here, to form 'desktop grids', and dedicated cluster nodes.
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However, small or mid-scale biological laboratories cannot afford powerful servers or dedicated clusters.
These are configured into general purpose and dedicated clusters for computational materials, computational biology solutions and the Cornell Institute for Social and Economic Research.
Ms. Goldfarb estimates that perhaps 20percentt of supercomputing problems are not easily broken down into pieces that can run efficiently in the highly distributed world of the Internet or even on dedicated clusters of commercial servers.
The latter is an extension of ParadisEO, an open source framework originally intended to the design and deployment of parallel hybrid meta-heuristics on dedicated clusters and networks of workstations.
They argue that many problems -- detailed weather prediction, the behavior of the Internet, an atomic perspective on how proteins behave or what happens to the organs and other soft tissues of passengers in auto crashes -- need much more rapid data sharing than Internet grids or even dedicated clusters of off-the-shelf computers can generate.
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