Comparison of multi-dimensional datasets
Methods, systems, and apparatuses for comparing multi-dimensional datasets are provided. A multi-dimensional dataset comparison includes receiving a plurality of datasets, each including a plurality of coordinates, wherein a subset of coordinates defines a geo-fence. For a coordinate within a geo-fence of one of the plurality of datasets, determining analogous coordinates in each of the other datasets, the analogous coordinates defining a coordinate input set, and performing in parallel an operation on the coordinate input set to determine whether an entry is present at a coordinate of the coordinate input set.
1. A method comprising:
determining analogous coordinates between a plurality of datasets to provide a reduced coordinate input set, each of the plurality of datasets comprising a plurality of coordinates; and
performing, by a processor, a pre-processing operation on the reduced coordinate input set to determine whether an entry is present at a coordinate of the reduced coordinate input set.
2. The method of claim 1 , wherein determining analogous coordinates comprises:
determining a coordinate in a first dataset of the plurality of datasets representing a same location as a coordinate in a second dataset of the plurality of datasets.
3. The method of claim 1 , wherein performing a pre-processing operation comprises:
performing a logical function to determine whether the entry is present at the coordinate but not present at another coordinate.
4. The method of claim 1 , further comprising:
sending a notification based on the pre-processing operation.
5. The method of claim 1 , further comprising:
identifying an entity associated with the entry.
6. The method of claim 1 , wherein the pre-processing operation is performed in parallel for each dataset of the reduced input coordinate set.
7. The method of claim 1 , wherein the reduced coordinate input set comprises a cluster of memory cells.
8. The method of claim 1 , further comprising:
automatically activating one of the plurality of datasets based on a status parameter.
9. The method of claim 1 , further comprising:
automatically deactivating one of the plurality of datasets based on a status parameter.
10. The method of claim 1 , further comprising:
dynamically updating one of the plurality of datasets based on a status parameter.
11. The method of claim 1 , wherein the entry represents an object.
12. An apparatus comprising:
a processor; and
a memory to store computer program instructions, the computer program instructions when executed on the processor cause the processor to perform operations comprising:
determining analogous coordinates between a plurality of datasets to provide a reduced coordinate input set, each of the plurality of datasets comprising a plurality of coordinates; and
performing a pre-processing operation on the reduced coordinate input set to determine whether an entry is present at a coordinate of the reduced coordinate input set.
13. The apparatus of claim 12 , wherein the operation of determining analogous coordinates comprises:
determining a coordinate in a first dataset of the plurality of datasets representing a same location as a coordinate in a second dataset of the plurality of datasets.
14. The apparatus of claim 12 , wherein the operation of performing the pre-processing operation comprises:
performing a logical function to determine whether the entry is present at the coordinate but not present at another coordinate.
15. The apparatus of claim 12 , the operations further comprising:
sending a notification based on the pre-processing operation.
16. The apparatus of claim 12 , the operations further comprising:
identifying an entity associated with the entry.
17. A computer readable device storing computer program instructions, which, when executed on a processor, cause the processor to perform operations comprising:
determining analogous coordinates between a plurality of datasets to provide a reduced coordinate input set, each of the plurality of datasets comprising a plurality of coordinates; and
performing a pre-processing operation on the reduced coordinate input set to determine whether an entry is present at a coordinate of the reduced coordinate input set.
18. The computer readable device of claim 17 , the operations further comprising:
automatically activating one of the plurality of datasets based on a status parameter.
19. The computer readable device of claim 17 , the operations further comprising:
automatically deactivating one of the plurality of datasets based on a status parameter.
20. The computer readable device of claim 17 , the operations further comprising:
dynamically updating one of the plurality of datasets based on a status parameter.