Abstract: A data processing method includes receiving a request to perform a calculation, identifying, based on the request, data items needed to perform the calculation and retrieving the data items from a data store, storing, in memory, the items, generating graphs for the calculation, wherein each graph comprises one or more nodes, each node comprising instructions to perform at least a portion of the calculation and at least one data item needed by the portion of the calculation, executing each of the graphs to generate a result for the calculation by traversing the graph and processing each node using the instructions of the node and the at least one data item of the node, wherein executing is performed without accessing the data store, and storing, in the data store, the result.

Abstract: A data processing method includes receiving a request to perform a calculation, identifying, based on the request, data items needed to perform the calculation and retrieving the data items from a data store, storing, in memory, the items, generating graphs for the calculation, wherein each graph comprises one or more nodes, each node comprising instructions to perform at least a portion of the calculation and at least one data item needed by the portion of the calculation, executing each of the graphs to generate a result for the calculation by traversing the graph and processing each node using the instructions of the node and the at least one data item of the node, wherein executing is performed without accessing the data store, and storing, in the data store, the result.

Abstract: A data processing method includes receiving a request to perform a calculation, identifying, based on the request, data items needed to perform the calculation and retrieving the data items from a data store, storing, in memory, the items, generating graphs for the calculation, wherein each graph comprises one or more nodes, each node comprising instructions to perform at least a portion of the calculation and at least one data item needed by the portion of the calculation, executing each of the graphs to generate a result for the calculation by traversing the graph and processing each node using the instructions of the node and the at least one data item of the node, wherein executing is performed without accessing the data store, and storing, in the data store, the result.

Abstract: A data processing method includes receiving a request to perform a calculation, identifying, based on the request, data items needed to perform the calculation and retrieving the data items from a data store, storing, in memory, the items, generating graphs for the calculation, wherein each graph comprises one or more nodes, each node comprising instructions to perform at least a portion of the calculation and at least one data item needed by the portion of the calculation, executing each of the graphs to generate a result for the calculation by traversing the graph and processing each node using the instructions of the node and the at least one data item of the node, wherein executing is performed without accessing the data store, and storing, in the data store, the result.

Abstract: A data processing method includes receiving a request to perform a calculation, identifying, based on the request, data items needed to perform the calculation and retrieving the data items from a data store, storing, in memory, the items, generating graphs for the calculation, wherein each graph comprises one or more nodes, each node comprising instructions to perform at least a portion of the calculation and at least one data item needed by the portion of the calculation, executing each of the graphs to generate a result for the calculation by traversing the graph and processing each node using the instructions of the node and the at least one data item of the node, wherein executing is performed without accessing the data store, and storing, in the data store, the result.

Abstract: A data processing method comprising the computer-implemented steps of using a database index key processing module in a computer, generating row keys for a data store, the data store comprising data records, each comprising at least a first element and a second element, each of the row keys comprising at least: a first portion comprising a first encoded value for the first element of a corresponding data item of the data records, a second portion comprising a second encoded value for the second element of the corresponding data item of the data records, storing the data records using the row keys, using a query processing module of the computer, receiving a search query comprising a first filter for the first element, translating the first filter into at least the first portion of a search key, and searching the dataset using the search key.

Abstract: A data processing method comprises using an application server computer of an application service provider (ASP), establishing computerized shared multi-tenant data storage in which tenant data that is associated with a plurality of different tenants of the ASP is stored together in a first database associated with a distributed computation system that is separate from the application server computer, receiving an analytics request, determining, based on at least one attribute of the analytics request, the application server computer will process at least the analytics request, sending, to the distributed computation system, a first query for data needed by the analytics request, receiving, from the distributed computation system, an interim result set of data resulting from processing the first query against the first database, processing, by the application server computer, the interim result set of data for the analytics request to generate and digitally store a first result set.

Abstract: A data processing method comprising the computer-implemented steps of using a database index key processing module in a computer, generating row keys for a data store, the data store comprising data records, each comprising at least a first element and a second element, each of the row keys comprising at least: a first portion comprising a first encoded value for the first element of a corresponding data item of the data records, a second portion comprising a second encoded value for the second element of the corresponding data item of the data records, storing the data records using the row keys, using a query processing module of the computer, receiving a search query comprising a first filter for the first element, translating the first filter into at least the first portion of a search key, and searching the dataset using the search key.