Server side adaptive bit rate control for HTTP streaming clients

Patent metadata

Field	Value
Publication number	US-10129316-B2
Application number	US-201715682068-A
Country	US
Kind code	B2
Filing date	Aug 21, 2017
Priority date	Jun 26, 2014
Publication date	Nov 13, 2018
Grant date	Nov 13, 2018

Abstract

Methods and systems are described for adaptively transmitting streaming data to a client. In one embodiment, the method comprises receiving, in a server, a request for a data asset from the client, transcoding at least an segment of the data asset according to initial transcoding parameters, transmitting a first fragment of the transcoded segment of the data asset from the server to the client over a communication channel, generating an estimate of a bandwidth of the communications channel at least in part from information acknowledging reception of at least the first fragment of the transcoded segment of the data asset by the client, generating adaptive transcoding parameters at least in part from an estimate of a bandwidth of the communications channel, the estimate generated at the server, transcoding a further segment of the data asset according to the adaptive transcoding parameters, and transmitting the further segment of the data asset.

First claim

What is claimed is:

1. A method of adaptively transmitting streaming data to a client, comprising:
receiving, in a server, a request for a data asset from the client;
transcoding at least a segment of the data asset according to initial transcoding parameters;
transmitting a first fragment of the transcoded segment of the data asset from the server to the client over a communication channel;
generating an estimate of a bandwidth of the communications channel at least in part from information acknowledging reception of at least the first fragment of the transcoded segment of the data asset by the client;
generating adaptive transcoding parameters at least in part from the estimate of a bandwidth of the communications channel, the estimate generated at the server;
transcoding a further segment of the data asset according to the adaptive transcoding parameters; and
transmitting the further segment of the data asset,
wherein the adaptive transcoding parameters are generated from a low pass filtered version of the estimate of the bandwidth of the communications channel,
wherein the low pass filter is a sliding n-tap median filter operating on the estimate of the bandwidth of the communication channel and temporally previous n−1 estimates of the bandwidth of the communication channel, and
wherein the low pass filter is an exponential filter according to FBW n+1 =αBW n +(1−α)FBW n wherein BW n is the unfiltered bandwidth measurement n and FBW n+1 is the filtered bandwidth at n+1 and a is a filter gain.

2. The method of claim 1 , further comprising:
in response to the request for the data asset, generating a manifest for the requested data asset and transmitting the manifest of the requested data asset to the client, the manifest comprising an identifier of the segment of the data asset;
receiving a request for the segment of the data asset from the client; and
after transcoding a further segment of the data according to the adaptive transcoding parameters, generating an updated manifest for the requested data asset and transmitting the manifest of the requested data asset to the client, the manifest comprising an identifier of the transcoded further segment of the data asset.

3. The method of claim 1 , wherein:
the acknowledgement information comprises two acknowledgement messages, and the estimate of the bandwidth of the communications channel is generated according to a number of bytes acknowledged in a time interval between the two acknowledgement message.

4. The method of claim 1 , wherein the further segments of the data asset are transcoded according to a low pass filtered estimate of the bandwidth of the communications channel.

5. The method of claim 1 , wherein the initial encoding parameters are selected according to a transmission of a previously transmitted segment of the data asset of the same communication channel.

6. The method of claim 1 , wherein the low pass filter is a p-term moving average filter.

7. The method of claim 1 , wherein the low pass filter is a sliding n-tap median filter operating on the estimate of the bandwidth of the communication channel and temporally previous n−1 estimates of the bandwidth of the communication channel.

8. A method of adaptively transmitting streaming data to a client, comprising:
receiving, in a server, a request for a data asset from the client;
transcoding at least a segment of the data asset according to initial transcoding parameters;
transmitting a first fragment of the transcoded segment of the data asset from the server to the client over a communication channel;
generating an estimate of a bandwidth of the communications channel at least in part from information acknowledging reception of at least the first fragment of the transcoded segment of the data asset by the client;
generating adaptive transcoding parameters at least in part from the estimate of a bandwidth of the communications channel, the estimate generated at the server;
transcoding a further segment of the data asset according to the adaptive transcoding parameters;
transmitting the further segment of the data asset,
wherein the adaptive transcoding parameters are generated from a low pass filtered version of the estimate of the bandwidth of the communications channel, and
wherein the low pass filter is a sliding n-tap median filter operating on the estimate of the bandwidth of the communication channel and temporally previous n−1 estimates of the bandwidth of the communication channel;

determining if a value of the low pass filtered version of the estimate of the communications channel differs from a temporally immediately preceding value of the low pass filtered version of the estimate of the communications channel by a threshold value; and
transcoding the further segment of the data asset according to adaptive transcoding parameters generated at least in part from the low pass filtered version of the estimate of the bandwidth of the communications channel only if the value of the low pass filtered version of the estimate of the communications channel differs from a temporally immediately preceding value of the low pass filtered version of the estimate of the bandwidth of the communications channel by a threshold value, otherwise transcoding the further segment of the data asset according to adaptive transcoding parameters generated at least in part from the immediately preceding value of the low pass filtered version of the estimate of the bandwidth communications channel.

9. A method of adaptively transmitting streaming data to a client, comprising:
receiving, in a server, a request for a data asset from the client;
transcoding at least a segment of the data asset according to initial transcoding parameters;
transmitting a first fragment of the transcoded segment of the data asset from the server to the client over a communication channel;
generating an estimate of a bandwidth of the communications channel at least in part from information acknowledging reception of at least the first fragment of the transcoded segment of the data asset by the client;
generating adaptive transcoding parameters at least in part from the estimate of a bandwidth of the communications channel, the estimate generated at the server;
transcoding a further segment of the data asset according to the adaptive transcoding parameters;
transmitting the further segment of the data asset,
wherein the adaptive transcoding parameters are generated from a low pass filtered version of the estimate of the bandwidth of the communications channel, and
wherein the low pass filter is a sliding n-tap median filter operating on the estimate of the bandwidth of the communication channel and temporally previous n−1 estimates of the bandwidth of the communication channel; and

determining if the estimate of the bandwidth of the communications channel exceeds a temporally immediately preceding estimate of the bandwidth of the communications channel, and;
if the estimate of the bandwidth of the communications channel exceeds the temporally immediately preceding estimate of the bandwidth of the communications channel, generating the adaptive transcoding parameters to increase the transcoding bitrate or resolution over a preceding transcoding bitrate or resolution at a geometric rate up to a maximum transcoding bit rate; and
if the estimate of the bandwidth of the communications channel is less than the temporally immediately preceding estimate of the bandwidth of the communications channel, generating the adaptive transcoding parameters to decrease the transcoding bitrate or resolution over a preceding transcoding bitrate or resolution at an instant rate.

Assignees

• Arris Entpr Llc

Inventors

• Schmidt Mark S
• Moorthy Praveen N
• Luthra Ajay
• Moroney Paul

Classifications

• H04L65/4069

  Electricity · mapped topic

• H04N21/2343 Primary

  involving reformatting operations of video signals for distribution or compliance with end-user requests or end-user device requirements {(video transcoding H04N19/40; media packet handling at the source H04L65/762)} · CPC title

• H04L65/607 Primary

  Electricity · mapped topic

• H04L65/61

  for supporting one-way streaming services, e.g. Internet radio · CPC title

• H04L65/70 Primary

  Media network packetisation · CPC title