Sentence examples for small fraction of data from inspiring English sources
iiHadoop accelerates program execution by performing the incremental computations on the small fraction of data that is affected by changes rather than the whole data.
Since the changes affect only a small fraction of data, the scheduler creates only the map and reduce tasks that perform incremental computations on these changing data rather than the whole data, and kill them when they are completed.
In addition, Hadoop and HaLoop start the iterative computation from scratch on the whole data, while iiHadoop only applies the iterative computation on the changed data which represents a small fraction of data.
For the map stage, iiHadoop and i2MapReduce reduce the run time by processing only the changed data which represents a small fraction of data, while Hadoop and HaLoop start the iterative computation from scratch on the entire dataset.
In particular, due to the push towards decentralisation of services towards the edge, it is likely that a significant share of data generated by IoT devices will be needed by other (mobile) nodes nearby, while global Internet access will be limited only to a small fraction of data.
Yet even with this community-wide adoption, a recent analysis of the literature in this field found that only a small fraction of data was made publicly available by authors [ 23].
As a consequence, in order to increase its revenue, the best reaction for the relay is to forward a smaller fraction of data required by the source.
When the data contain a small fraction of missing data, VSN appears to perform slightly better than quantile normalization; however, as the proportion of missing becomes larger, quantile normalization starts to outperform VSN.
Specialized high school admissions represented a small fraction of the data released as part of the city's admissions announcement, which, for the first time, happened on a single day for all 77,137 eighth-grade students who applied for placement during the first round.
The acceleration becomes apparent because a small fraction of input data is re-computed.
Indeed, when considering high-resolution videos with high bitrate, the first 64 bits represent a very small fraction of the data.
