Adaptive compression of stored data
Systems, devices and methods for adaptive compression of stored information includes a memory management computing device programmed to monitor a size of a plurality of data structures stored in a data repository. The computing device compares the size of each of a plurality of data structures to a predetermined threshold. When a size of an uncompressed data structure meets the threshold, the memory management computing device calculates a value of a first compression parameter based on a value of a first parameter and a value of a second parameter of each data element of the uncompressed data structure, calculates a value of a second compression parameter based the value of the first parameter of each data element of the uncompressed data structure, generates a compressed data structure based on the value of the first compression parameter and the second compression parameter; and replaces, in the data repository, the uncompressed data structure with the compressed data structure.
1. A system for managing memory corresponding to a plurality of electronic transactions, the system comprising:
a first computing device comprising a data repository storing a plurality of data structures, wherein each data structure is associated with a different user account;
a second computing device comprising:
a processor; and
a non-transitory memory device storing instructions that when executed by the processor cause the second computing device to:
monitor, via a network connection, a size of each of the plurality of data structures, wherein the size corresponds to a number of data elements of the data structure and each data element includes a plurality of parameters associated with a corresponding electronic transaction;
compare the size of each of a plurality of data structures to a predetermined threshold;
when a size of an uncompressed data structure meets the threshold, calculate a value of a first compression parameter based on a value of a first parameter of each data element and a value of a second parameter of each data element of the uncompressed data structure;
calculate a value of a second compression parameter based the value of the first parameter of each data element of the uncompressed data structure;
generate a compressed data structure based on the value of the first compression parameter and the second compression parameter; and
replace, in the data repository, the uncompressed data structure with the compressed data structure;
wherein the non-transitory memory device stores instructions that, when executed by the processor, cause the second computing device to;
calculate a first data element of the compressed data structure as a function of a difference between the value of the first compression parameter and the second compression parameter; and
calculate a second data element of the compressed data structure based on a difference between the value of the second compression parameter and a value of the function.
2. The system of claim 1 , wherein the non-transitory memory device stores instructions that, when executed by the processor, cause the second computing device to:
calculate a first data element of the compressed data structure based on the value of the first compression parameter and the second compression parameter.
3. The system of claim 1 , wherein each data structure stores an electronic record of a plurality of electronic transactions corresponding to an associated user.
4. The system of claim 3 , wherein each line item of each data structure corresponds to a different electronic transaction.
5. The system of claim 4 , wherein each electronic transaction corresponds to a different interest rate swap.
6. The system of claim 5 , wherein the interest rate swap is a Brazilian Real (BRL) interest rate swap (BRL swap).
7. The system of claim 5 , wherein the first parameter corresponds to a notional value of an associated electronic transaction and the second parameter corresponds to an interest rate of the associated electronic transaction.
8. A memory management computing device configured to manage memory corresponding to a plurality of electronic transactions, the memory management computing device comprising:
a processor; and
a non-transitory memory device storing instructions that when executed by the processor cause the memory management computing device to:
monitor, via a network connection, a size of each a plurality of data structures stored in a data repository, wherein the size corresponds to a number of data elements of the data structure and each data element includes a plurality of parameters associated with a corresponding electronic transaction;
compare the size of each of a plurality of data structures to a predetermined threshold;
when a size of an uncompressed data structure meets the threshold, calculate a value of a first compression parameter based on a value of a first parameter of each data element and a value of a second parameter of each data element of the uncompressed data structure;
calculate a value of a second compression parameter based the value of the first parameter of each data element of the uncompressed data structure;
generate a compressed data structure based on the value of the first compression parameter and the second compression parameter; and
replace, in the data repository, the uncompressed data structure with the compressed data structure;
wherein the non-transitory memory device stores instructions that, when executed by the processor, cause the memory management computing device to:
calculate a first data element of the compressed data structure as a function of a difference between the value of the first compression parameter and the second compression or parameter; and
calculate a second data element of the compressed data structure based on a difference between the value of the second compression parameter and a value of the function.
9. The memory management computing device of claim 8 , wherein the non-transitory memory device stores instructions that, when executed by the processor, cause the second computing device to:
calculate a first data element of the compressed data structure based on the value of the first compression parameter and the second compression parameter.
10. The memory management computing device of claim 8 , wherein each data structure stores an electronic record of a plurality of electronic transactions corresponding to an associated user.
11. The memory management computing device of claim 10 , wherein each line item of each data structure corresponds to a different electronic transaction.
12. The memory management computing device of claim 11 , wherein each electronic transaction corresponds to a different interest rate swap.
13. The memory management computing device of claim 12 , wherein the interest rate swap is a Brazilian Real (BRL) interest rate swap (BRL swap).
14. The memory management computing device of claim 12 , wherein the first parameter corresponds to a notional value of an associated electronic transaction and the second parameter corresponds to an interest rate of the associated electronic transaction.