System and method for identifying access patterns
An information handling system for servicing search requests for information stored in data assets includes storage for storing a graph database based on at least one data catalog for the data assets. The information handling system also includes a processor that obtains, from a requestor, a search request of the search requests, the search request specifies a keyword search term; obtains a first identifier of a data asset of the data assets using the graph database and the keyword search term; and provides the first identifier as a supplemental result for the search request.
1. An information handling system for servicing search requests for information stored in data assets, comprising:
storage for storing a graph database based on at least one data catalog for the data assets; and
a processor programmed to:
obtain, from a requestor, a search request of the search requests, wherein the search request specifies a keyword search term;
obtain a first identifier of a data asset of the data assets using the graph database and the keyword search term; and
provide the first identifier as a supplemental result for the search request,
wherein obtaining the first identifier of the data asset of the data assets using the graph database and the keyword search term comprises:
identifying a node of the graph database associated with the requestor;
identifying a first role of the requestor;
identifying a second node of the graph database that is:
associated with an entity that has a second role that is the same as the first role, and
associated with a third node of the graph database that is:
associated with the data asset of the data assets, and
associated with a primary search result used to satisfy the search request;
identifying a fourth node of the graph database associated with a second data asset of the data assets, wherein the fourth node of the graph database is identified based on an activity performed by the entity with respect to both the data asset and the second data asset; and
obtaining the first identifier based on the fourth node.
2. The information handling system of claim 1 , wherein the activity is reading a portion of data from the data asset.
3. The information handling system of claim 1 , wherein the processor is further programmed to:
prior to obtaining the search request:
obtain a plurality of data catalogs for the data assets;
generate, using the plurality of data catalogs, a first plurality of nodes of a first type of node based on entities that utilize the data assets;
generate, using the plurality of data catalogs, a first plurality of edges of a first type of edge that connects nodes of the first plurality of nodes, wherein the first plurality of edges is based on common roles of the entities;
generate, using the plurality of data catalogs, a second plurality of nodes of a second type of node based on the data assets; and
generate, using the plurality of data catalogs, a second plurality of edges of a second type of edge that connects nodes of the first plurality of nodes to nodes of the second plurality of nodes, wherein the second plurality of edges is based on uses of the data assets by the entities.
4. The information handling system of claim 1 , wherein the supplemental result is provided along with a primary result obtained by keyword searching at least a portion of the data assets for the keyword search term.
5. The information handling system of claim 4 , wherein the primary result comprises a second identifier of a second data asset of the data assets.
6. The information handling system of claim 5 , wherein the second data asset is not identifiable by keyword searching for the keyword search term.
7. The information handling system of claim 1 , wherein the graph database comprises a plurality of nodes keyed to entities that utilize the data assets and the data assets.
8. The information handling system of claim 7 , wherein the plurality of nodes is interconnected by edges based on activities of the entities performed with respect to the data assets and commonalities in roles of the entities.
9. The information handling system of claim 8 , wherein the edges enable the plurality of nodes to be traversed to identify the supplemental result.
10. A method for servicing search requests for information stored in data assets, comprising:
obtaining, from a requestor, a search request of the search requests, wherein the search request specifies a keyword search term;
obtaining a first identifier of a data asset of the data assets using a graph database and the keyword search term, wherein the graph database is based on based on at least one data catalog for the data assets; and
providing the first identifier as a supplemental result for the search request,
wherein obtaining the first identifier of the data asset of the data assets using the graph database and the keyword search term comprises:
identifying a node of the graph database associated with the requestor;
identifying a first role of the requestor;
identifying a second node of the graph database that is:
associated with an entity that has a second role that is the same as the first role, and
associated with a third node of the graph database that is:
associated with the data asset of the data assets, and
associated with a primary search result used to satisfy the search request;
identifying a fourth node of the graph database associated with a second data asset of the data assets, wherein the fourth node of the graph database is identified based on an activity performed by the entity with respect to both the data asset and the second data asset; and
obtaining the first identifier based on the fourth node.
11. The method of claim 10 , wherein the activity is reading a portion of data from the data asset.
12. The method of claim 10 , further comprising:
prior to obtaining the search request:
obtaining a plurality of data catalogs for the data assets;
generating, using the plurality of data catalogs, a first plurality of nodes of a first type of node based on entities that utilize the data assets;
generating, using the plurality of data catalogs, a first plurality of edges of a first type of edge that connects nodes of the first plurality of nodes, wherein the first plurality of edges is based on common roles of the entities;
generating, using the plurality of data catalogs, a second plurality of nodes of a second type of node based on the data assets; and
generating, using the plurality of data catalogs, a second plurality of edges of a second type of edge that connects nodes of the first plurality of nodes to nodes of the second plurality of nodes, wherein the second plurality of edges is based on uses of the data assets by the entities.
13. The method of claim 10 , wherein the supplemental result is provided along with a primary result obtained by keyword searching at least a portion of the data assets for the keyword search term.
14. A non-transitory computer readable medium comprising computer readable program code, which when executed by a computer processor enables the computer processor to perform a method to service search requests for information stored in data assets, the method comprising:
obtaining, from a requestor, a search request of the search requests, wherein the search request specifies a keyword search term;
obtaining a first identifier of a data asset of the data assets using a graph database and the keyword search term, wherein the graph database is based on based on at least one data catalog for the data assets; and
providing the first identifier as a supplemental result for the search request,
wherein obtaining the first identifier of the data asset of the data assets using the graph database and the keyword search term comprises:
identifying a node of the graph database associated with the requestor;
identifying a first role of the requestor;
identifying a second node of the graph database that is:
associated with an entity that has a second role that is the same as the first role, and
associated with a third node of the graph database that is:
associated with the data asset of the data assets, and
associated with a primary search result used to satisfy the search request;
identifying a fourth node of the graph database associated with a second data asset of the data assets, wherein the fourth node of the graph database is identified based on an activity performed by the entity with respect to both the data asset and the second data asset; and
obtaining the first identifier based on the fourth node.
15. The non-transitory computer readable medium of claim 14 , wherein the activity is reading a portion of data from the data asset.
16. The non-transitory computer readable medium of claim 14 , wherein the method further comprises:
prior to obtaining the search request:
obtaining a plurality of data catalogs for the data assets;
generating, using the plurality of data catalogs, a first plurality of nodes of a first type of node based on entities that utilize the data assets;
generating, using the plurality of data catalogs, a first plurality of edges of a first type of edge that connects nodes of the first plurality of nodes, wherein the first plurality of edges is based on common roles of the entities;
generating, using the plurality of data catalogs, a second plurality of nodes of a second type of node based on the data assets; and
generating, using the plurality of data catalogs, a second plurality of edges of a second type of edge that connects nodes of the first plurality of nodes to nodes of the second plurality of nodes, wherein the second plurality of edges is based on uses of the data assets by the entities.
17. The non-transitory computer readable medium of claim 14 , wherein the supplemental result is provided along with a primary result obtained by keyword searching at least a portion of the data assets for the keyword search term.