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First results obtained from a sequential implementation, have shown that the latency time was too important.
A sequential implementation of these tasks increases the computational time and adversely affects the overall performance of the relay.
We show that our parallel implementation presents a speed-up of about 25 with respect to a sequential implementation on an Intel I7 CPU.
However, this test used a sequential implementation to mimic ESTCP test conditions.
We compared the Hadoop implementation against a sequential implementation that is executed on the same machine.
Therefore, a parallel implementation iterates through the grid in the same way as a sequential implementation.
Similar(46)
This is designed assuming a sequential execution in software implementation and, thus, is not proper when applied for hardware implementation owing to the fact that parallelism is not explicitly exploited.
The execution speed of the two parallel algorithms is compared, on functions which are typically used as benchmarks for PSO, with a standard sequential implementation of PSO (SPSO), as well as with recently published results of other parallel implementations.
The techniques presented here, when used together, are capable of delivering 10.6X speedup for this challenging application when compared to an optimized sequential implementation on the CPU.
We propose a novel, efficient streaming dataflow implementation of the CYK algorithm on reconfigurable hardware (Maxeler dataflow engines), which achieves 18 76 × speedup over an optimized sequential implementation for real-life grammars for natural language processing, depending on the length of the input string.
A 3-year, multifaceted, sequential implementation of hand hygiene enhancement intervention at a US teaching hospital resulted in an increase in hand hygiene compliance from 41%to87%7% (p < 0.01).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com