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SQL Server 2017 Machine Learning Services with R
book

SQL Server 2017 Machine Learning Services with R

by Toma≈æ Ka≈°trun Kaštrun, Julie Koesmarno
February 2018
Intermediate to advanced content levelIntermediate to advanced
338 pages
7h 5m
English
Packt Publishing
Content preview from SQL Server 2017 Machine Learning Services with R

Creating predictions with R - disk usage

Predictions involve spotting any unplanned and unwanted activities or unusual system behavior, especially when compared it to the baseline. In this manner, raising a red flag would result in fewer false positive states.

In addition, we always come across disk-size problems. Based on this problem, we will demo database growth, store the data, and then run predictions against the collected data to be able at the end to predict when a DBA can expect disk space problems.

To illustrate this scenario, I will create a small database of 8 MB and no possibility of growth. I will create two tables. One will serve as a baseline, DataPack_Info_SMALL, and the other will serve as a so-called everyday log, where ...

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Publisher Resources

ISBN: 9781787283572Supplemental Content