Combinatorial coding/decoding for electrical computers and digital data processing systems
Embodiments described herein may include example embodiments of a method, article and apparatus for compressing data utilizing combinatorial coding which may be used for communicating between two or more components connected to an interconnection medium (e.g., a bus) within a single computer or digital data processing system, and/or for communication between computing platforms via a network or other interconnection medium.
1. A method comprising:
generating, with a processor of a coding device, a first symbol string code indicative of a number of occurrences of a symbol string within data to be encoded;
generating a second symbol string code indicative of a pattern of occurrences of the symbol string; and
coding the first symbol string code and the second symbol string code into a compressed data code.
2. The method of claim 1 , further comprising identifying the symbol string based at least in part on a predetermined list of symbol strings.
3. The method of claim 1 , further comprising identifying the symbol string based at least in part on a frequency of occurrence of the symbol string within the data.
4. The method of claim 1 , further comprising identifying the symbol string based at least in part on a frequency of occurrence of the symbol string in a generalized data set.
5. The method of claim 1 , further comprising identifying the symbol string based at least in part on an estimated compression efficiency.
6. The method of claim 1 , further comprising coding metadata corresponding to the symbol string into the compressed data code.
7. The method of claim 6 , wherein the metadata comprises at least one of a size associated with one or more occurrences of the symbol string, a font associated with one or more occurrences of the symbol string, a size associated with one or more occurrences of the symbol string, a weight associated with one or more occurrences of the symbol string, a color associated with one or more occurrences of the symbol string, a case associated with one or more occurrences of the symbol string, or a style associated with one or more occurrences of the symbol string.
8. The method of claim 1 , wherein a final symbol string within the data is not coded.
9. The method of claim 1 , further comprising coding a token into the compressed data code, wherein the token represents the symbol string.
10. The method of claim 1 , further comprising:
generating two additional symbol string codes for each additional symbol string that occurs within the data; and
coding the additional symbol string codes into the compressed data code.
11. An apparatus comprising:
a processor configured to:
generate a first symbol string code indicative of a number of occurrences of a symbol string within data to be encoded;
generate a second symbol string code indicative of a pattern of occurrences of the symbol string; and
code the first symbol string code and the second symbol string code into a compressed data code; and
a transmitter operatively coupled to the processor and configured to transmit the compressed data code to a decoder.
12. The apparatus of claim 11 , further comprising a memory operatively coupled to the processor and configured to store an ordered list of symbol strings, wherein the ordered list identifies an order in which to code the symbol strings.
13. The apparatus of claim 12 , wherein the memory is also configured to store a plurality of patterns that includes the pattern, wherein the plurality of patterns are based at least in part on a length of the data and at least in part on the number of occurrences of the symbol string.
14. The apparatus of claim 11 , wherein the processor is further configured to:
determine a frequency of occurrence of the symbol string within the data; and
identify the symbol string based at least in part on the frequency of occurrence.
15. The apparatus of claim 11 , wherein the processor is further configured to code metadata corresponding to one or more occurrences of the symbol string into the compressed data code.
16. The apparatus of claim 15 , wherein the metadata comprises at least one of a size associated with one or more occurrences of the symbol string, a font associated with one or more occurrences of the symbol string, a size associated with one or more occurrences of the symbol string, a weight associated with one or more occurrences of the symbol string, a color associated with one or more occurrences of the symbol string, a case associated with one or more occurrences of the symbol string, or a style associated with one or more occurrences of the symbol string.
17. The apparatus of claim 11 , wherein the processor is further configured to code an identification of the symbol string into the compressed data code.
18. The apparatus of claim 11 , wherein the processor is further configured to code a token into the compressed data code, wherein the token represents the symbol string.
19. An apparatus comprising:
means for generating a first symbol string code indicative of a number of occurrences of a symbol string within data to be encoded;
means for generating a second symbol string code indicative of a pattern of occurrences of the symbol string; and
means for coding the first symbol string code and the second symbol string code into a compressed data code.
20. The apparatus of claim 19 , further comprising means for transmitting the compressed data code to a decoder.
21. The apparatus of claim 19 , further comprising:
means for determining a frequency of occurrence of the symbol string within the data; and
means for identifying the symbol string based at least in part on the frequency of occurrence.
22. The apparatus of claim 21 , further comprising means for transmitting an ordered list of symbol strings to a decoder, wherein the ordered list is based at least in part on the frequency of occurrence of the symbol string within the data.
23. The apparatus of claim 19 , further comprising means for coding metadata into the compressed data code, wherein the metadata corresponds to one or more occurrences of the symbol string.
24. The apparatus of claim 19 , further comprising means for storing a plurality of patterns that includes the pattern, wherein the plurality of patterns are based at least in part on a length of the data and at least in part on the number of occurrences of the symbol string.
25. The apparatus of claim 19 , further comprising means for coding a token into the compressed data code, wherein the token represents the symbol string.
26. The apparatus of claim 19 , further comprising means for identifying the symbol string based at least in part on an estimated compression efficiency for the data.
27. A tangible computer-readable medium having stored thereon, computer-executable instructions that, if executed by a computing device, cause the computing device to perform a method comprising:
identifying a symbol string within data to be encoded, wherein the data includes a plurality of symbol strings;
generating a first symbol string code indicative of a number of occurrences of the symbol string within the data;
generating a second symbol string code indicative of a pattern of occurrences of the symbol string; and
coding the first symbol string code and the second symbol string code into a compressed data code.
28. The tangible computer-readable medium of claim 27 , wherein the symbol string is identified based at least in part on a predetermined list of symbol strings.
29. The tangible computer-readable medium of claim 27 , wherein the symbol string is identified based at least in part on a frequency of occurrence of the symbol string within the data.
30. The tangible computer-readable medium of claim 27 , wherein the symbol string is identified based at least in part on an estimated compression efficiency for the data.
31. The tangible computer-readable medium of claim 27 , wherein the symbol string is identified based at least in part on a frequency of occurrence of the symbol string in a generalized data set.
32. The tangible computer-readable medium of claim 27 , wherein symbol string codes corresponding to a final symbol string of the plurality of symbol strings are not coded into the compressed data code.
33. The tangible computer-readable medium of claim 27 , further comprising:
identifying a second symbol string from the plurality of symbol strings;
generating a third symbol string code indicative of a second number of occurrences of the second symbol string within the data;
generating a fourth symbol string code indicative of a second pattern of occurrences of the second symbol string; and
coding the third symbol string code and the fourth symbol string code into the compressed data code.
34. The tangible computer-readable medium of claim 27 , further comprising coding metadata into the compressed data code, wherein the metadata comprises at least one characteristic associated with one or more occurrences of the symbol string.