Resource allocation in communications networks using probability forecasts
A system ( 1000 ) is disclosed including a resource allocation optimization (RAO) platform ( 1002 ) for optimizing the allocation of resources in network ( 1004 ) for delivery of assets to user equipment devices (UEDs) ( 1012 ). The RAO platform ( 1002 ) determines probabilities that certain asset delivery opportunities (ADOs) will occur within a selected time window and uses these probabilities together with information concerning values of asset delivery to determine an optimal use of asset deliveries. In this regard, the RAO platform ( 1004 ) received historical data from repository ( 1014 ) that facilitates calculation of probabilities that ADOs will occur. Such information may be compiled based on asset delivery records for similar network environments in the recent past or over time.
1. A method for use in allocating asset delivery resources in a communications network, comprising:
A. operating a processing platform for:
a. obtaining information regarding asset delivery resources available for delivering assets;
b. determining an allocation of said set of asset delivery resources, said allocation indicating specific asset delivery opportunities (ADOs) for delivery of selected assets supported by said set of asset delivery resources, wherein at least one, earlier occurring, first ADO is rejected for use of an available subset of some or all of said set of asset delivery resources in favor of a potentially later occurring second ADO due to a determined probability that use of said available subset to support said first ADO would interfere with use of said available subset to support said second ADO; and
B. operating a network platform of said communications network for:
1) receiving said allocation from said processing platform; and
2) controlling delivery of said selected assets by managing use of said set of asset delivery resources in accordance with said allocation.
2. The method of claim 1 , wherein said communications network is a broadcast network comprising programming bandwidth segments.
3. The method of claim 2 , wherein said asset delivery resources comprise asset bandwidth segments designated for delivery of assets.
4. The method of claim 1 , wherein said asset delivery resources comprise content delivery bands of said communications network, where each of said content delivery bands supports one or more ADOs each having a temporal extent.
5. The method of claim 4 , wherein said first ADO is associated with a first one of said content delivery bands and said second ADO is associated with a second one of said content delivery bands different than said first one of said content delivery bands.
6. The method of claim 4 , wherein a full schedule of ADOs for said set of content delivery bands is not available for determining said resource allocation at a time sufficient to make a first decision concerning allocating a first subset of said set of resources with respect to said time window.
7. The method of claim 4 , wherein said providing an allocation comprises obtaining historical data concerning the occurrence of ADOs for at least one content delivery band of said set of content delivery bands.
8. The method of claim 1 , wherein said providing an allocation comprises obtaining information regarding at least one of 1) an audience size, and 2) revenues as a function of audience size for said first asset.
9. The method of claim 1 , wherein said asset delivery resources are determined in relation to a defined time window.
10. The method of claim 9 , wherein said communications network comprises a data network configured for streaming audiovisual content.
11. The method of claim 10 , wherein said asset delivery resources comprise bandwidth of said data network available for streaming said audiovisual content.
12. A system for use in allocating asset delivery resources in a communications network, comprising:
A. a processing platform for:
c. determining a set of asset delivery resources available for delivering assets;
d. providing an allocation of said set of asset delivery resources, said allocation indicating specific asset delivery opportunities (ADOs) for delivery of selected assets supported by said set of asset delivery resources, wherein at least one, earlier occurring, first ADO is rejected for use of an available subset of some or all of said set of asset delivery resources in favor of a potentially later occurring second ADO due to a determined probability that use of said available subset to support said first ADO would interfere with use of said available subset to support said second ADO; and
B. a network platform of said communications network for:
1) receiving said allocation from said processing platform; and
2) controlling delivery of said selected assets by managing use of said set of asset delivery resources in accordance with said allocation.
13. The system of claim 12 , wherein said communications network is a broadcast network comprising programming bandwidth segments.
14. The system of claim 13 , wherein said asset delivery resources comprise asset bandwidth segments designated for delivery of assets.
15. The system of claim 12 , wherein said asset delivery resources comprise content delivery bands of said communications network, where each of said content delivery bands supports one or more ADOs each having a temporal extent.
16. The system of claim 12 , wherein said first ADO is associated with a first one of said content delivery bands and said second ADO is associated with a second one of said content delivery bands different than said first one of said content delivery bands.
17. The system of claim 12 , wherein a full schedule of ADOs for said set of content delivery bands is not available for determining said resource allocation at a time sufficient to make a first decision concerning allocating a first subset of said set of resources with respect to said time window.
18. The system of claim 12 , wherein said providing an allocation comprises obtaining historical data concerning the occurrence of ADOs for at least one content delivery band of said set of content delivery bands.
19. The system of claim 12 , wherein said providing an allocation comprises obtaining information regarding at least one of 1) an audience size, and 2) revenues as a function of audience size for said first asset.
20. The system of claim 12 , wherein said asset delivery resources are determined in relation to a defined time window.
21. The system of claim 20 , wherein said communications network comprises a data network configured for streaming audiovisual content.
22. The system of claim 21 , wherein said asset delivery resources comprise bandwidth of said data network available for streaming said audiovisual content.