Pre-processing cache for a resource allocation analysis server
A resource allocation network data store data store contains information about a plurality of resource allocations. Each allocation is associated with a multi-level hierarchical resource identifier. A pre-processing cache periodically retrieves information from the resource allocation network data store, pre-aggregates the information for multiple combinations of selectable analysis options, and stores the pre-aggregated data. An analysis server receives an analysis initiation request (including a plurality of selected analysis options) from a network point. The server then determines a first value of resource amounts based on the selected analysis options, information in the cache, and allocation amounts for the network point initiating the analysis. The server also determines a second value of resource amounts based on allocation amounts for points including points other than the point initiating the analysis. A response, including the first and second values, is provided to the network point that provided the analysis initiation request.
1 . A system comprising:
a memory storing processor-executable program code; and
at least one processing unit to execute the processor-executable program code to cause the system to:
periodically retrieve information from a resource allocation network data store that contains information about a plurality of resource allocations, each allocation being associated with a hierarchical resource identifier, a plurality of network points associated with the allocation, and a resource amount, wherein the resource identifier hierarchy has a plurality of levels, each level being associated with a plurality of selectable analysis options,
automatically pre-aggregate the retrieved information for multiple combinations of selectable analysis options, and
store the pre-aggregated data; and
an analysis server comprising a processor, coupled to a pre-processing cache, to:
automatically enrich resource identifiers using a machine learning model,
automatically evaluate a quality of the enriched resource identifiers and store evaluation results in a table schema that includes feature columns, a resource identifier received from a network point, a resource description and a resource identifier quality evaluation, a predicted network resource identifier, and a selected resource identifier for consumption,
receive an analysis initiation request, including a plurality of selected analysis options, from a network point,
determine a first value of resource amounts based on the selected analysis options, information in the pre-processing cache, and allocation amounts for the network point initiating the analysis,
determine a second value of resource amounts based on the selected analysis options, information in the pre-processing cache, and allocation amounts for network points including points other than the point initiating the analysis, and
transmit a response, including the first and second values and a graphical display of an aggregated resource amount trend, to the network point that provided the analysis initiation request.
2 . The system of claim 1 , wherein the analysis server determines if an anonymous display rule is satisfied for a level of the resource identifier hierarchy and, if the anonymous display rule is not satisfied, automatically cascading information to a higher level in the hierarchy.
3 . The system of claim 2 , wherein the anonymous display rule is associated with a number of network points for the selected analysis options.
4 . The system of claim 2 , wherein the anonymous display rule is associated with a network point's percentage of aggregated resource amounts for the selected analysis options.
5 . The system of claim 1 , wherein a region represented by the graphical display of the aggregated resource amount trend is selectable by a user.
6 . The system of claim 1 , wherein a time period for the graphical display of the aggregated resource amount trend is selectable by a user.
7 . The system of claim 1 , wherein the transmitted response further includes a graphical comparison of aggregated resource amounts and resource amounts for the network point that provided the analysis initiation request.
8 . A computer-implemented method associated with a resource network in a cloud computing environment, comprising:
periodically retrieving, by a computer processor of a pre-processing cache, information from a resource allocation network data store that contains information about a plurality of resource allocations, wherein each allocation includes a hierarchical resource identifier, a plurality of network points associated with the allocation, and a resource amount, and the resource identifier hierarchy has a plurality of levels, each level being associated with a plurality of selectable analysis options;
automatically pre-aggregating the retrieved information for multiple combinations of selectable analysis options;
storing the pre-aggregated data;
automatically enriching, by an analysis server, resource identifiers using a machine learning model,
automatically evaluating, by the analysis server, a quality of the enriched resource identifiers and store evaluation results in a table schema that includes feature columns, a resource identifier received from a network point, a resource description and a resource identifier quality evaluation, a predicted network resource identifier, and a selected resource identifier for consumption;
receiving, by the analysis server, an analysis initiation request, including a plurality of selected analysis options, from a network point;
determining a first value of resource amounts based on the selected analysis options, information in the pre-processing cache, and allocation amounts for the network point initiating the analysis;
determining a second value of resource amounts based on the selected analysis options, information in the pre-processing cache, and allocation amounts for network points including points other than the point initiating the analysis; and
transmitting a response, including the first and second values and a graphical display of an aggregated resource amount trend, to the network point that provided the analysis initiation request.
9 . The method of claim 8 , wherein the analysis server determines if an anonymous display rule is satisfied for a level of the resource identifier hierarchy and, if the anonymous display rule is not satisfied, automatically cascading information to a higher level in the hierarchy.
10 . The method of claim 9 , wherein the anonymous display rule is associated with a number of network points for the selected analysis options.
11 . The method of claim 9 , wherein the anonymous display rule is associated with a network point's percentage of aggregated resource amounts for the selected analysis options.
12 . The method of claim 9 , wherein a region represented by the graphical display of the aggregated resource amount trend is selectable by a user.
13 . One or more non-transitory computer-readable media storing computer-executable instructions that, when executed by a computing system, cause the computing system to perform operations for a resource network in a cloud computing environment, comprising:
periodically retrieving, by a computer processor of a pre-processing cache, information from a resource allocation network data store that contains information about a plurality of resource allocations, wherein each allocation includes a hierarchical resource identifier, a plurality of network points associated with the allocation, and a resource amount, and the resource identifier hierarchy has a plurality of levels, each level being associated with a plurality of selectable analysis options;
automatically pre-aggregating the retrieved information for multiple combinations of selectable analysis options;
storing the pre-aggregated data;
automatically enriching, by an analysis server, resource identifiers using a machine learning model,
automatically evaluating, by the analysis server, a quality of the enriched resource identifiers and store evaluation results in a table schema that includes feature columns, a resource identifier received from a network point, a resource description and a resource identifier quality evaluation, a predicted network resource identifier, and a selected resource identifier for consumption;
receiving, by the analysis server, an analysis initiation request, including a plurality of selected analysis options, from a network point;
determining a first value of resource amounts based on the selected analysis options, information in the pre-processing cache, and allocation amounts for the network point initiating the analysis;
determining a second value of resource amounts based on the selected analysis options, information in the pre-processing cache, and allocation amounts for network points including points other than the point initiating the analysis; and
transmitting a response, including the first and second values and a graphical display of an aggregated resource amount trend, to the network point that provided the analysis initiation request.
14 . The media of claim 13 , wherein the analysis server determines if an anonymous display rule is satisfied for a level of the resource identifier hierarchy and, if the anonymous display rule is not satisfied, automatically cascading information to a higher level in the hierarchy and the anonymous display rule is associated with both: (i) a number of network points for the selected analysis options, and (ii) a network point's percentage of aggregated resource amounts for the selected analysis options.
15 . The media of claim 13 , wherein a region represented by the graphical display of the aggregated resource amount trend is selectable by a user.
16 . The media of claim 13 , wherein a time period for the graphical display of the aggregated resource amount trend is selectable by a user.
17 . The media of claim 13 , wherein the transmitted response further includes a graphical comparison of aggregated resource amounts and resource amounts for the network point that provided the analysis initiation request.