Efficient splitting and mixing of streaming-data frames for processing through multiple processing modules

• US 7,007,096 B1
• Filed: 05/12/1999
• Issued: 02/28/2006
• Est. Priority Date: 05/12/1999
• Status: Expired due to Fees

• Current Assignee: Microsoft Technology Licensing LLC (Microsoft Corporation)
• Original Assignee: Microsoft Corporation
• Inventors: Woodruff, Bryan A., Sather, Dale A., Lisitsa, Rafael S., Shaw, George H. J.
• Primary Examiner(s): Vaughn, Jr., William C.
• Application Number:
  US09/310,596
• Time in Patent Office: 2,484 Days
• Field of Search: 709/231, 709/236, 709/310, 709/313, 709/328, 709/321, 370/470, 370/468, 370/471, 370/477, 370/253, 370/412
• US Class Current: 709/231
• CPC Class Codes: G06F 15/8053 Vector processors

Abstract

Streaming data is processed through one or more pipes of connected modules including mixers and/or splitters. The data is carried in composite physically allocated frames having virtual subframes associated with different ones of the splitters, mixers, and other transform modules. Nesting trees and pipe control tables represent the structure of the pipes. A frame allocator is assigned to a particular module in a pipe. Rather than issuing a control transaction to all modules when any one of them completes an operation upon its source data, a control manager requests a module to begin its operation only when all of its input subframes have become available. Frame control tables record when any module has completed an operation, and a pipe control table lists which modules provide data to which other modules.

Claims

1. A method for processing frames of streaming data through modules in a digital computer, comprising:

constructing a graph as a sequence of the modules for accepting and processing the frames of streaming data to achieve desired output data;

dividing the graph to define a pipe according to performance parameters for each of the modules and the graph as a whole, wherein the pipe is a connected group of multiple ones of the modules, at least one of the modules being a restructuring module and wherein the performance parameters comprise parameters corresponding to operations performed by graph modules;

providing a common memory area accessible to the modules within the pipe for storing streaming data;

constructing a composite frame nesting tree specifying composite frames comprising nested subframes;

allocating composite frames in the common memory area in accordance with the composite frame nesting tree, wherein the allocating of the composite frame includes a frame control table having an entry for each module in the pipe and a flag for each of the modules indicating whether a particular module has completed an operation upon the subframe;

setting of the flags whenever a module has completed an operation upon a subframe;

transporting the streaming data through different ones of the modules in the group in different ones of the subframes; and

restructuring the data among at least some of the subframes in the restructuring module.

2. A computer readable medium having computer executable instructions for a digital computer to perform steps comprising the method of claim 1.

3. The method of claim 1 where the composite frame is a physical frame in the common memory area.

4. The method of claim 3 where the subframes are virtual frames defined in the common memory area.

5. The method of claim 1 further comprising assigning an allocator for the composite frames to one of the modules in the pipe.

6. The method of claim 5 where the allocator is assigned to a farthest upstream restructuring module in the pipe.

7. The method of claim 5 where the allocator is assigned to a farthest downstream restructuring module in the pipe.

8. The method of claim 1, wherein the composite frame nesting tree specifies how the data is to be restructured in the restructuring module.

9. The method of claim 1 where transporting the streaming data includes issuing a control transaction to the restructuring modules only when all of the subframes processed by that module become available.

10. The method of claim 1, wherein a nesting of the nested subframes corresponds to the graph topology.

11. The method of claim 10, wherein the nesting of the nested subframes corresponds to a location of the at least one restructuring module in the graph topology.

12. The method of claim 11, wherein a subframe nesting occurs for each instance of a restructuring module in the graph topology.

13. The method of claim 1, wherein the performance parameters comprise parameters corresponding to operations performed by the graph as a whole.

14. The method of claim 1, wherein the performance parameters comprise topology suggestions.

15. The method of claim 1, wherein allocating composite frames in accordance with the composite frame nesting tree comprises utilizing the composite frame nesting tree to resolve frame allocation dependencies.

16. The method of claim 1, further comprising:

constructing at least one further composite frame nesting tree; and

allocating composite frames in accordance with each of the composite frame nesting trees.

17. The method of claim 1, wherein the composite frame nesting tree is a unique nesting tree for the graph.

18. A method for processing frames of streaming data through multiple modules disposed in a pipe in a digital computer, comprising:

constructing a graph as a sequence of the modules for accepting and processing the frames of streaming data to achieve desired output data;

dividing the graph to define the pipe according to performance parameters for each of the modules and the graph as a whole, wherein the pipe is a connected group of multiple ones of the modules, at least one of the modules being a restructuring module and wherein the performance parameters comprise parameters corresponding to operations performed by graph modules;

constructing a composite frame nesting tree specifying a composite frame comprising multiple nested subframes;

allocating a composite frame in accordance with the composite frame nesting tree, wherein the allocating of the composite frame includes a frame control table having an entry for each module in the pipe and a flag for each of the modules indicating whether a particular module has completed an operation upon the subframe;

setting of the flags whenever a module has completed an operation upon a subframe;

performing operations upon the subframes in any of the modules sourcing data to the restructuring module;

after completion of the operations for all of the subframes sourcing data to the restructuring module, issuing a control transaction to the restructuring module; and

performing operations upon the subframes sources to the restructuring module in response to the control transaction.

19. A computer readable medium having computer executable instructions for a digital computer to perform steps comprising the method of claim 18.

20. The method of claim 18 further including constructing an offset table specifying the structure of the subframes within the composite frame.

21. The method of claim 18 further comprising constructing a pipe control table specifying the structure of the modules in the pipe.

22. The method of claim 21 where the pipe control table has an entry for at least some of the modules in the pipe, and where each entry specifies which other module or modules source data to one of the modules in the pipe.

23. The method of claim 21 where the pipe control table has an entry for each module in the pipe that sources data from outside the pipe.

24. The method of claim 18, wherein the pipe accommodates performance of operations upon a plurality of composite frames concurrently.

25. The method of claim 24 further comprising constructing a separate frame control table for each of the composite frames.

26. A method for processing frames of streaming data through modules including multiple restructuring modules in a digital computer, comprising:

constructing a graph as a sequence of the modules for accepting and processing the frames of streaming data to achieve desired output data;

dividing the graph to define the pipe according to performance parameters for each of the modules and the graph as a whole, wherein the pipe is a connected group of multiple ones of the modules, at least one of the modules being a restructuring module and wherein the performance parameters comprise parameters corresponding to operations performed by graph modules;

constructing at least one composite frame nesting tree specifying composite frames comprising nested subframes;

assigning a single allocator to one of the modules;

allocating composite frames in accordance with the at least one composite frame nesting tree wit respective ones of the restructuring modules, wherein the allocating of the composite frames includes a frame control table having an entry for each module in the pipe and a flag for each of the modules indicating whether a particular module has completed an operation upon the subframe;

setting of the flags whenever a module has completed an operation upon a subframe;

transporting the streaming data through different ones of the modules in the group in different ones of the subframes; and

restructuring the data among the subframes in the restructuring modules.

27. A computer readable medium having computer executable instructions for a digital computer to perform steps comprising the method of claim 26.

28. The method of claim 26, wherein the at least one frame nesting tree specifies how the data is restructured by respective ones of the restructuring modules.

29. The method of claim 26 further comprising collecting a constant-offset flag for each module.

30. The method of claim 29 further comprising collecting an offset value for any module whose constant-flag is set.

31. The method of claim 29 further comprising constructing an offset table specifying relationships of the subframes to the composite frame.

32. The method of claim 29 further comprising specifying memory sizes for each of the subframes within the composite frame.

33. The method of claim 26 where a plurality of the restructuring modules are of a single type in a cascade in the pipe.

34. The method of claim 33 where the allocator is assigned to a particular module in response to the type of cascaded modules.

35. The method of claim 33 where the plurality of cascaded modules are mixers, and where the allocator is assigned to a downstream one of the cascaded mixers.

36. The method of claim 33 where the plurality of cascaded modules are splitters, and where the allocator is assigned to an upstream one of the cascaded splitters.

37. The method of claim 26 where transporting the streaming data includes issuing control transactions to the restructuring modules only when all of the subframes processed by respective ones of the modules become available.

38. A method for processing frames of streaming data through modules including multiple restructuring modules connected in a pipe in a digital computer, comprising:

constructing a graph as a sequence of the modules for accepting and processing the frames of streaming data to achieve desired output data;

dividing the graph to define the pipe according to performance parameters for each of the modules and the graph as a whole, wherein the pipe is a connected group of multiple ones of the modules and wherein the performance parameters comprise parameters corresponding to operations performed by graph modules;

constructing at least one composite frame nesting tree specifying at least one composite frame comprising multiple nested subframes;

allocating a composite frame in accordance with the at least one composite frame nesting tree for different ones of the restructuring modules, wherein the allocating of the composite frame includes a frame control table having an entry for each module in the pipe and a flag for each of the modules indicating whether a particular module has completed an operation upon the subframe;

setting of the flags whenever a module has completed an operation upon a subframe;

performing data-sourcing operations upon certain of the subframes in sources ones of the modules;

when each of the data-sourcing operations has completed, determining whether one of the restructuring modules has all of the subframes required for it to perform an operation;

if so, issuing a control transaction to the one restructuring module; and

performing an operation in the one restructuring module after receiving a control transaction.

39. A computer readable medium having computer executable instructions for a digital computer to perform steps comprising the method of claim 38.

40. The method of claim 38 where the source ones of the modules are those receiving data from outside the pipe.

41. The method of claim 38 where a plurality of the restructuring modules are mixers.

42. The method of claim 41 where a plurality of the mixers are cascaded in the pipe.

43. The method of claim 38 further comprising:

when each of the data-sourcing operations has completed, determining whether others of the restructuring modules have all of the subframes required for them to perform operations;

if so, issuing control transactions to the other restructuring modules;

performing operations in the other restructuring modules after receiving the control transactions.

44. The method of claim 38 further comprising:

storing a separate completion flag for each of the modules in the pipe; and

setting one of the completion flags when a corresponding one of the modules has completed an operation upon a subframe.

45. The method of claim 44 where the determining step comprises:

reading a table listing all of the other modules that source data to the one restructuring module;

determining whether a completion flag for all of the other modules has been set.

46. The method of claim 38, wherein the pipe accommodates performance of operations upon a plurality of composite frames concurrently.

47. The method of claim 46 further comprising constructing a separate frame control table for each of the composite frames.

48. A computer system for processing streaming data, comprising:

a plurality of memory managers each configured to, at least;

constructing at least one composite frame nesting tree specifying composite frames comprising nested subframes for containing streaming data; and

allocating composite frames in accordance wit the at least one composite frame nesting tree, wherein the allocating of the composite frames includes a frame control table having an entry for each module in the pipe and a flag for each of the modules indicating whether a particular module has completed an operation upon the subframe;

setting of the flags whenever a module has completed an operation upon a subframe;

a flow manager for constructing a graph as a sequence of the modules for accepting and processing the streaming data to achieve desired output data, for dividing the graph to define a pipe according to performance parameters for each of the modules and the graph as a whole, wherein the pipe is a connected group of multiple ones of the modules, including a plurality of the restructuring modules, and for assigning one of the memory managers to the pipe and wherein the performance parameters comprise parameters corresponding to operations performed by graph modules.

49. The system of claim 48 further comprising a common memory area for storing the composite frames.

50. The system of claim 49 where the subframes are allocated within the composite frames in the common memory area.

51. The system of claim 49 further including a processor.

52. The system of claim 51 where the processor implements one of more of the restructuring modules.

53. The system of claim 51 further including an input/output system.

54. The system of claim 53 where the input/output system implements one or more of the modules.

55. The system of claim 48 further comprising a pipe manager for constructing representation of the structures of the composite frames.

56. The system of claim 55 where one of the representations specifies location of the subframes with respect to the composite frame.

57. The system of claim 55 where one of the representations specifies relationships of the modules within the pipe.

58. The system of claim 48 further including a control manager for transporting the streaming data through the modules in various ones of the subframes.

59. The system of claim 58 where the control manager issues a control transaction to one of the restructuring modules for initiating processing of a subframe therein only when all of the subframes processed by that module become available.

60. A computer system for processing streaming data, comprising:

a plurality of modules for processing the streaming data, at least some of the modules being restructuring;

a plurality of memory managers each configured to, at least;

constructing at least one composite frame nesting tree specifying composite frames comprising nested subframes for containing streaming data; and

allocating composite frames in accordance wit the at least one composite frame nesting tree, wherein the allocating of the composite frames includes a frame control table having an entry for each module in the pipe and a flag for each of the modules indicating whether a particular module has completed an operation upon the subframe;

setting of the flags whenever a module has completed an operation upon a subframe;

a flow manager for constructing a graph as a sequence of the modules for accepting and processing the streaming data to achieve desired output data, for dividing the graph to define a pipe according to performance parameters for each of the modules and the graph as a whole, wherein the pipe is a connected group of multiple ones of the modules, including a plurality of the restructuring modules, and for assigning one of the memory managers to the pipe and wherein the performance parameters comprise parameters corresponding to operations performed by graph modules; and

a control manager for issuing control transactions for initiating processing operations in the modules.

61. The system of claim 60 where the control manager issues one of the control transactions to a particular module only when certain of the subframes associated with that module become available.

62. The system of claim 61 where the certain subframes include all of the subframes that source data to the particular module.

63. The system of claim 60 where certain of the modules receive data from outside the pipe.

64. The system of claim 63 where the control manager issues a control transaction to the certain modules when one of the composite frames has been allocated.

65. The system of claim 60 where at least some of the restructuring modules are mixers for combining multiple ones of the subframes.

66. The system of claim 65 where a plurality of the mixers are cascaded in the pipe.

67. The system of claim 66 where the control manager issues one of the control transactions to any of the mixers only when all of the subframes combined by that mixer become available.

68. The system of claim 60 further comprising a common memory area for storing the composite frames.

69. The system of claim 68 where a processor implements one or more of the restructuring modules.

70. The system of claim 69 further including an input/output system implementing one or more of the modules.

71. A computer readable medium bearing instructions and data for causing a digital computer to execute a method for processing frames of streaming data through modules in a digital computer, the method comprising:

constructing a graph as a sequence of the modules for accepting and processing the frames of streaming data to achieve desired output data;

dividing the graph to define a pipe according to performance parameters for each of the modules and the graph as a whole, wherein the pipe is a connected group of multiple ones of the modules, at least one of the modules being a restructuring module and wherein the performance parameters comprise parameters corresponding to operations performed by graph modules;

providing a common memory area accessible to the modules within the pipe for storing streaming data;

constructing a composite frame nesting tree specifying composite frames comprising nested subframes;

allocating composite frames in the common memory area in accordance with the composite frame nesting tree, wherein the allocating of the composite frame includes a frame control table having an entry for each module in the pipe and a flag for each of the modules indicating whether a particular module has completed an operation upon the subframe;

setting of the flags whenever a module has completed an operation upon a subframe;

transporting the streaming data through different ones of the modules in the group in different ones of the subframes; and

restructuring the data among at least some of the subframes in the restructuring module.

72. A computer readable medium bearing instructions and data for causing a digital computer to execute a method for processing frames of streaming data through multiple modules disposed in a pipe in a digital computer, the method comprising:

constructing a graph as a sequence of the modules for accepting and processing the frames of streaming data to achieve desired output data;

dividing the graph to define the pipe according to performance parameters for each of the modules and the graph as a whole, wherein the pipe is a connected group of multiple ones of the modules, at least one of the modules being a restructuring module and wherein the performance parameters comprise parameters corresponding to operations performed by graph modules;

constructing a composite frame nesting tree specifying a composite frame comprising multiple nested subframes;

allocating a composite frame in accordance with the composite frame nesting tree, wherein the allocating of the composite frame includes a frame control table having an entry for each module in the pipe and a flag for each of the modules indicating whether a particular module has completed an operation upon the subframe;

setting of the flags whenever a module has completed an operation upon a subframe;

performing operations upon the subframes in any of the modules sourcing data to the restructuring module;

after completion of the operations for all of the subframes sourcing data to the restructuring module, issuing a control transaction to the restructuring module; and

performing operations upon the subframes sources to the restructuring module in response to the control transaction.