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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.
CM involves processing a collection of similar parts (part families) on a dedicated cluster of machines or manufacturing processes (cells).
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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.
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.
This framework can be useful for researchers who cannot afford expensive and dedicated clusters for infrequent demands of solving distributed computing problems.
These included the establishment of dedicated emergency coordination capacity and a humanitarian performance monitoring system, the recruitment of dedicated cluster coordinators and the expansion of the UNICEF field presence, including in non-government controlled areas.
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.
The distributed algorithm relies on dedicated cluster hardware having sufficient total amount of main memory.
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.
While dedicated cluster coordinators are preferred, their sustainability over time is a major challenge.
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CEO of Professional Science Editing for Scientists @ prosciediting.com