Granted Patent B2

US 9,367,463 · App. 13/827,627 · Granted Jun 14, 2016

Abstract

Claims (89)

1. A method for providing a plurality of applications with concurrent access to an expected data set from a database repository, the method comprising:

receiving a list of models to include in the expected data set for multiple applications to analyze concurrently, the models including a combination of data attributes from the database repository, wherein the expected data set includes different types of models and different types of models include different data attributes;

identifying in the database repository, a portion of the database repository comprising a plurality of data attributes of the expected data set to be accessed concurrently by the plurality of applications;

allocating a memory space for a shared cache, wherein the shared cache comprises a column data store configured to store data for each of the plurality of attributes of the expected data set in columns;

retrieving the expected data set from a database;

populating the shared cache with the expected data set; and

storing memory address locations corresponding to the columns of the column data store of the shared cache for access by the plurality of applications, wherein each application generates a memory map which maps memory locations in a virtual address space of the respective application to the stored memory address locations.

2. The method of claim 1 , wherein each of the plurality of applications accesses the data set by:

requesting data from one or more of the memory locations in the virtual address space allocated to the application;

mapping memory locations in the virtual address space to corresponding memory address locations of the shared cache, via the memory map; and

accessing the requested data from the mapped memory locations in the shared cache.

3. The method of claim 1 , wherein storing the data of each of the plurality of attributes of the expected data set in columns, comprises:

dividing one or more data records retrieved from the database into a plurality of attribute values;

identifying a contiguous memory location in the shared cache for each attribute value; and

storing each attribute value in one of the identified contiguous memory locations.

4. The method of claim 1 , wherein a plurality of object-oriented representations of the expected data set are provided to the plurality of applications by:

initializing a plurality of objects with data access methods;

storing the memory address locations corresponding to the columns of the column data store of the shared cache in the objects; and

providing the plurality of objects for access by the plurality of applications.

5. The method of claim 4 , wherein at least one of the plurality of applications access the data set by:

calling a data access method of one of the objects; and

receiving the requested data from the data access method of the object.

6. The method of claim 1 , wherein the shared cache is configured to provide read only access to the plurality of applications.

7. The method of claim 1 , wherein the shared cache is updated by:

identifying a plurality of attributes of an updated expected data set;

re-allocating the memory space for the shared cache;

retrieving an updated expected data set from the database;

populating the shared cache with the updated expected data set; and

storing updated memory address locations corresponding to the columns of the column data store in the shared cache.

8. A non-transitory computer-readable storage medium storing instructions that, when executed by a processor, cause the processor to perform an operation for providing a plurality of applications with concurrent access to an expected data set from a database repository, the operation comprising:

receiving a list of models to include in the expected data set for multiple applications to analyze concurrently, the models including a combination of data attributes from the database repository, wherein the expected data set includes different types of models and different types of models include different data attributes;

identifying in the database repository, a portion of the database repository comprising a plurality of data attributes of the expected data set to be accessed concurrently by the plurality of applications;

allocating a memory space for a shared cache, wherein the shared cache comprises a column data store configured to store data for each of the plurality of attributes of the expected data set in columns;

retrieving the expected data set from a database;

populating the shared cache with the expected data set; and

storing memory address locations corresponding to the columns of the column data store of the shared cache for access by the plurality of applications, wherein each application generates a memory map which maps memory locations in a virtual address space of the respective application to the stored memory address locations.

9. The non-transitory computer-readable storage medium of claim 8 , wherein each of the plurality of applications accesses the data set by:

requesting data from one or more of the memory locations in the virtual address space allocated to the application;

mapping memory locations in the virtual address space to corresponding memory address locations of the shared cache, via the memory map; and

accessing the requested data from the mapped memory locations in the shared cache.

10. The non-transitory computer-readable storage medium of claim 8 , wherein storing the data of each of the plurality of attributes of the expected data set in columns, comprises:

dividing one or more data records retrieved from the database into a plurality of attribute values;

identifying a contiguous memory location in the shared cache for each attribute value; and

storing each attribute value in one of the identified contiguous memory locations.

11. The non-transitory computer-readable storage medium of claim 8 , wherein a plurality of object-oriented representations of the expected data set are provided to the plurality of applications by:

initializing a plurality of objects with data access methods;

storing the memory address locations corresponding to the columns of the column data store of the shared cache in the objects; and

providing the plurality of objects for access by the plurality of applications.

12. The non-transitory computer-readable storage medium of claim 11 , wherein at least one of the plurality of applications access the data set by:

calling a data access method of one of the objects; and

receiving the requested data from the data access method of the object.

13. The non-transitory computer-readable storage medium of claim 8 , wherein the shared cache is configured to provide read only access to the plurality of applications.

14. The non-transitory computer-readable storage medium of claim 8 , wherein the shared cache is updated by:

identifying a plurality of attributes of an updated expected data set;

re-allocating the memory space for the shared cache;

retrieving an updated expected data set from the database;

populating the shared cache with the updated expected data set; and

storing updated memory address locations corresponding to the columns of the column data store in the shared cache.

15. A computer system, comprising:

a memory storing one or more programs; and

a processor configured to execute the one or more programs to perform an operation for providing a plurality of applications with concurrent access to data, the operation comprising:

receiving a list of models to include in the expected data set for multiple applications to analyze concurrently, the models including a combination of data attributes from the database repository, wherein the expected data set includes different types of models and different types of models include different data attributes;

identifying in the database repository, a portion of the database repository comprising a plurality of data attributes of the expected data set to be accessed concurrently by the plurality of applications;

allocating a memory space for a shared cache, wherein the shared cache comprises a column data store configured to store data for each of the plurality of attributes of the expected data set in columns;

retrieving the expected data set from a database;

populating the shared cache with the expected data set; and

storing memory address locations corresponding to the columns of the column data store of the shared cache for access by the plurality of applications, wherein each application generates a memory map which maps memory locations in a virtual address space of the respective application to the stored memory address locations.

16. The system of claim 15 , wherein each of the plurality of applications accesses the data set by:

requesting data from one or more of the memory locations in the virtual address space allocated to the application;

mapping memory locations in the virtual address space to corresponding memory address locations of the shared cache, via the memory map; and

accessing the requested data from the mapped memory locations in the shared cache.

17. The system of claim 15 , wherein storing the data of each of the plurality of attributes of the expected data set in columns, comprises:

dividing one or more data records retrieved from the database into a plurality of attribute values;

identifying a contiguous memory location in the shared cache for each attribute value; and

storing each attribute value in one of the identified contiguous memory locations.

18. The system of claim 15 , wherein a plurality of object-oriented representations of the expected data set are provided to the plurality of applications by:

initializing a plurality of objects with data access methods;

storing the memory address locations corresponding to the columns of the column data store of the shared cache in the objects; and

providing the plurality of objects for access by the plurality of applications.

19. The system of claim 18 , wherein at least one of the plurality of applications access the data set by:

calling a data access method of one of the objects; and

receiving the requested data from the data access method of the object.

20. The system of claim 15 , wherein the shared cache is configured to provide read only access to the plurality of applications.

21. The system of claim 15 , wherein the shared cache is updated by:

identifying a plurality of attributes of an updated expected data set;

re-allocating the memory space for the shared cache;

retrieving an updated expected data set from the database;

populating the shared cache with the updated expected data set; and

storing updated memory address locations corresponding to the columns of the column data store in the shared cache.

Assignments (8)