Abstract: A computer system merges location-based data sets. Each of a plurality of data sets are transformed into a standardized schema, including at least two data sets including information indicating a geographic location. The schemas of the plurality of data sets are combined by data set type to produce a resulting data set for each data set type. The schemas of a first and second data sets are joined to produce a merged data set using a machine learning model to identify corresponding rows of the schemas. The schema of the merged data set is joined with the schemas of the resulting data sets for the data set types to produce a new data set. A resulting merged data set in the standardized schema is produced. Embodiments of the present invention further include a method and program product for merging location-based data sets in substantially the same manner described above.

Abstract: A computer system merges location-based data sets. Each of a plurality of data sets are transformed into a standardized schema, including at least two data sets including information indicating a geographic location. The schemas of the plurality of data sets are combined by data set type to produce a resulting data set for each data set type. The schemas of a first and second data sets are joined to produce a merged data set using a machine learning model to identify corresponding rows of the schemas. The schema of the merged data set is joined with the schemas of the resulting data sets for the data set types to produce a new data set. A resulting merged data set in the standardized schema is produced. Embodiments of the present invention further include a method and program product for merging location-based data sets in substantially the same manner described above.

Abstract: In an embodiment, a method provides first and second storage pools having a plurality of corresponding storage blocks to a storage solution. The method monitors each storage block of the first plurality for an indication of failure by either (a) simultaneously writing a same data to a storage block of the first plurality and a corresponding storage block of the second plurality and, if writing the same data to the corresponding storage block of the second plurality completes before writing the same data to the storage block of the first plurality, indicating the first plurality of storage to be failed or (b) employing an internal procedure of the storage solution. The method, upon determining the indication, replaces the storage block with an unused storage block from a plurality of backup storage blocks or declaring the entire storage solution at a lower performance level.

Abstract: In an embodiment, a method provides first and second storage pools having a plurality of corresponding storage blocks to a storage solution. The method monitors each storage block of the first plurality for an indication of failure by either (a) simultaneously writing a same data to a storage block of the first plurality and a corresponding storage block of the second plurality and, if writing the same data to the corresponding storage block of the second plurality completes before writing the same data to the storage block of the first plurality, indicating the first plurality of storage to be failed or (b) employing an internal procedure of the storage solution. The method, upon determining the indication, replaces the storage block with an unused storage block from a plurality of backup storage blocks or declaring the entire storage solution at a lower performance level.