Dynamic Data Replication Requirements Sample Clauses

Dynamic Data Replication Requirements. This service case deals with replication of data on demand to compute nodes such as HPC or grid compute elements, or to storage close to those nodes, where they will be used for analysis. Following analysis data will be removed from the site. In terms of the requirements which could impact scalability, the size and volumes of collections to replicate for an analysis run are clearly similar to the problems detailed in the Safe Replication Use case above. Depending on the infrastrcture, there could be additional scalability issues which need to be addresed such as whether the analysis jobs download data from the (local) storage element to the compute node (streaming model) or whether the jobs read directly from the storage element using a 'standard' protocol such as 'file' (random access model).  Streaming model has similar problems to the 'Safe Replication' service case described above, but potentially much worse. If many jobs are run concurrently and some subset of the data is required by all these jobs, unless the storage element provides 'automatic hot file replication', this could put significant load and result in very poor performance of the underlying storage system.  The random access model puts a different type of load on the underlying storage system; while throughput is significantly reduced in this model it does require the storage system to maintain very many open connections for an extended period of time. The number of concurrent open connections will be limited by both the underlying storage technology and possibly the federation technology used.
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Related to Dynamic Data Replication Requirements

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  • GRADUATION REQUIREMENTS I understand that in order to graduate from the program and to receive a certificate of completion, diploma or degree I must successfully complete the required number of scheduled clock hours as specified in the catalog and on the Enrollment Agreement, pass all written and practical examinations with a minimum score of 80%, and complete all required clinical hours and satisfy all financial obligations to the College. Initial

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