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As long as the query remains inside its specified safe region, expensive re-computation is not required, which reduces the computational and communication costs in client server architectures.
Most re-computation is prevented and cached results used instead.
Moreover, the routing protocol would take time to discover a route-route re-computation process.
The resulting F is portable to other datasets; re-computation is needed only after substantial statistical changes in data.
It saves re-computation by starting from the previously converged state and performing incremental updates on the changing data.
However, their scheme assumes pre-determined values which can prove challenging for dynamic graphs and re-computation takes much resource.
Adapting the aggregates with the new aggregation values is potentially a better solution than performing an expensive re-computation.
This maximum likelihood method involves the re-computation of the variance for each iteration of the optimization procedure, automatically re-weighting the objective function.
Moreover, the modification and re-computation overhead of the packet checksum or CRC increases with the level of the nested mobile network.
These two stages, i.e. assigning points to the cluster with the nearest centroid and the centroid re-computation are repeated until convergence.
The small portion of changes in input data led to a total re-computation in Incr-iiHadoop which increases the overall runtime.
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CEO of Professional Science Editing for Scientists @ prosciediting.com