Sentence examples for volume of historical data from inspiring English sources

Novel batch processing frameworks based on the MapReduce programming model like Apache's Hadoop or Apache's Spark are used for these computations as they can handle the high volume of historical data by scaling the processing in multiple computing nodes.

We only included the most recent cohort of 209 945 patients because of the volume of historical data presented.

In most organizations and companies, their computer networks are routinely capturing huge volumes of historical data describing the network events.

Complex analysis is typically more resource intensive than simple threshold, analysis requiring significant memory and CPU to analyse large volumes of historical data.

We were able to access large volumes of historical data in a longitudinal perspective for all patients, as participants were inpatients in a high-security setting with stringent and detailed recording of clinical information.

Therefore, we should consider the unification of historical data and instantaneous data when considering traffic volume.

Anticipated demand of historical data.

Considering one year of historical data, 365 objects are obtained.

Major drawbacks of the MKNN approach include repetitive historical multivariate patterns, underestimating variance and serial correlation, and reshuffling of historical data.

On the other hand, these may require large amount of historical data.

The paper examines the quantity of historical data needed to establish an adequately functioning model.