Adaptive resource management for multi-screen video applications over cable Wi-Fi networks
View Patent ↗Combining network and client based adaptive streaming approaches enable a distributed and adaptive resource management system for carrier quality video transmission over cable Wi-Fi systems. The adaptive resource management over cable Wi-Fi heterogeneous networks includes a network based approach using client based feedback. The resource management of a video stream is performed on a service provider's network, for example in a cable modem termination system, by evaluating a margin and a fairness index. In embodiments, the rate of a video stream to a requesting client is adjusted and, in embodiments, the rate of a video stream for non-requesting clients is adjusted. Embodiments include mechanisms for call admission control and adaptive streaming based on adjustable resource margins and fairness indices for DOCSIS and Wi-Fi hetnet systems.
1. A network-based method for managing adaptive streaming resources in a hetnet cable Wi-Fi network, the method comprising:
determining an application fairness index defining a medium usage for each flow in a flow group, wherein the application fairness index for each flow is a function of the medium usage of other flows in the flow group in a same session;
determining a resource margin for a service area associated with the session, wherein a service area includes a plurality of clients, and wherein the resource margin is a measurement determined for the service area based on bandwidth at both a network location and at least one Wi-Fi component in a session path corresponding to the session;
receiving an adaptive bit rate streaming request from a client in the service area, wherein the request is indicative of a requesting client's link quality;
determining whether to accept the adaptive bit rate streaming request based on the application fairness index whether the margin is below a margin threshold,
wherein responsive to an acceptance of the adaptive bit rate streaming request in some cases, adjusting a rate for at least one flow in the flow group, and, based on the adjusted rate, updating the application fairness index for each flow in the flow group and updating the margin for the service area, and
wherein the fairness index is adjusted based on the margin threshold in other cases, but adjustment to the bit rate is not made based upon acceptance of the adaptive bit rate streaming request; and
responsive to a rejection of the adaptive bit rate streaming request, maintaining the application fairness index and margins for the flow group.
2. The method of claim 1 ,
wherein the adaptive bit rate streaming request from the client is a request to reduce or decrease the bit rate of a flow transmitting to the client, and
wherein further the resource margin has a bandwidth increase or decrease for the service area entirety to maintain the bandwidth consistently available, even when the individual flow bit rate is reduced in that service area.
3. The method of claim 1 , wherein the at least one flow in the flow group for which the rate is adjusted is at least one of:
the flow to the requesting client;
one of the other flows in the flow group;
a flow selected based on a respective application fairness index; or
a flow selected on a multiple service operator's rate requirements.
4. The method of claim 1 , wherein the adjustment to the rate for the at least one flow in the flow group is a reduction in the rate of the at least one flow.
5. The method of claim 1 , wherein the client in the service area associated with the session is at least one of:
a client with an active flow requesting a modification to the flow, or
a new client in the service area requesting a new flow to be delivered.
6. The method of claim 1 , further comprising comparing the determined margin to a margin threshold.
7. The method of claim 1 , wherein the application fairness index differentiates link quality to specific client locations and is indicative of specific client device issues.
8. The method of claim 1 , further comprising comparing the updated margin to the margin threshold and, responsive to determination that the updated margin is less than the threshold, reducing rates of selected flows and updating the fairness index based on the reduced rates.
9. The method of claim 1 , wherein each flow for which an application fairness index is determined corresponds to a client, the application fairness index a function of a client adaptive bit rate request originating with the client.
10. The method of claim 1 , wherein the flow group in the same session for which the application fairness index is a function, is a group of flows grouped based on use of a same network path.
11. The method of claim 1 , wherein a flow group is defined by all of the flows sharing an access point, and adjusting a rate for at least one flow in the flow group comprises adjusting a rate for all flows sharing the same access point.
12. The method of claim 1 , wherein the resource margin is determined based on a delay bound, wherein the adaptive bit rate streaming request from the client is accepted if the probabilities for each flow to exceed a delay bound is within an acceptable range.
13. A cable modem termination system (CMTS) in a service provider's network for managing adaptive streaming resources in a hetnet cable Wi-Fi network, the CMTS comprising:
a storage device
a processor configured to:
determine an application fairness index defining a medium usage for each flow in a flow group, wherein the application fairness index for each flow is a function of the medium usage of other flows in the flow group in a same session;
determine a resource margin for a service area associated with the session, wherein a service area includes a plurality of clients, and wherein the resource margin is a measurement determined for the service area based on bandwidth at both a network location and at least one Wi-Fi component in a session path corresponding to the session;
at least one receiver for receiving an adaptive bit rate streaming request from a client in the service area, wherein the request is indicative of a requesting client's link quality;
the processor further configured to determine whether to accept the adaptive bit rate streaming request based on the application fairness index whether the margin is below a margin threshold,
wherein responsive to an acceptance of the adaptive bit rate streaming request in some cases, adjusting a rate for at least one flow in the flow group, and, based on the adjusted rate, updating the application fairness index for each flow in the flow group and updating the margin for the service area
wherein the fairness index is adjusted based on the margin threshold in other cases, but adjustment to the bit rate is not made based upon acceptance of the adaptive bit rate streaming request, and
wherein responsive to a rejection of the adaptive bit rate streaming request, maintaining the application fairness index and margins for the flow group.
14. The CMTS of claim 13 ,
wherein the adaptive bit rate streaming request from the client is a request to reduce or decrease the bit rate of a flow transmitting to the client, and
wherein further the resource margin has a bandwidth increase or decrease for the service area entirety to maintain the bandwidth consistently available, even when the individual flow bit rate is reduced in that service area.