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Notice that the data access time depend on the number of VMs concurrently accessing the data stored at the NFS server.
The design of parallel algorithms, however, can be challenging especially for inexperienced students due to common pitfalls such as race conditions when concurrently accessing shared resources, defective communication patterns causing deadlocks, or the non-trivial task of efficiently scaling an application over the whole number of available compute units.
Therefore it can cause the wrong data modulation, when several threads are concurrently accessing to the same data.
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The key-value store should optimize read throughput by accessing data concurrently from multiple replicas.
Baranski et al. [32] demonstrated that INSPIRE-related challenging QoS requirements are not easy to achieve without a scalable high performance IT infrastructure, especially during peak times (many clients accessing services concurrently).
Accessing both memories concurrently with a clever address calculation overcomes the boundary issue for variable-sized instruction access.
The higher the number of VMs accessing the NFS server concurrently, the more workload at the NFS server and hence slower data access time may be experienced by the VMs.
But to do so it seems that we are in need of help: in dealing with the deluge of data, in accessing and processing knowledge fast, in predicting emerging patterns, in seeing multiple points of view concurrently.
Accessing material can be slow.
Accessing healthcare is a challenge.
Well, good luck accessing your account.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com