Systems and methods for dynamic bandwidth allocation
Disclosed herein are various embodiments of systems and methods that may be utilized in a variety of videoconferencing applications. According to various embodiments, techniques may be utilized to dynamically allocate and adjust bandwidth utilization during a videoconferencing session. A data network may allow for the transmission of data between two or more endpoints. The data exchanged between the endpoints may include video data, audio data, control data, and status data. Control data may be utilized in various embodiments to operate a robotic videoconferencing endpoint. Accordingly, various components of a data network connecting videoconferencing endpoints may transmit data wirelessly.
1. A method of adjusting a bandwidth utilization between a first endpoint and a second endpoint in a videoconferencing session, comprising:
generating a network statistics dataset comprising a first plurality of data samples, each of the plurality of data samples comprising a quantifiable metric representing network conditions;
establishing a first threshold-based analysis of the network statistics dataset;
obtaining a second plurality of data samples;
comparing each of the second plurality of data samples to the network statistics dataset;
identifying a first specified number of data samples from among the second plurality of data samples that fall above the first threshold;
decreasing a total transmission rate between a first endpoint and a second endpoint in a videoconferencing session; and
establishing, based on the network statistics dataset, a first minimum allowable transmission rate from the first endpoint to the second endpoint and a second minimum allowable transmission rate from the second endpoint to the first endpoint, wherein the first minimum allowable transmission rate and the second minimum allowable transmission rate are different.
2. The method of claim 1 , wherein the first threshold corresponds to the 70th percentile of data samples in the network statistics dataset.
3. The method of claim 1 , further comprising:
obtaining a third plurality of data samples;
comparing each of the third plurality of data samples to the network statistics dataset;
identifying a second specified number of data samples from among the third plurality of data samples that fall below a second threshold; and
increasing the total transmission rate between the first endpoint and the second endpoint in the videoconferencing session.
4. The method of claim 1 , further comprising:
obtaining a third plurality of data samples;
comparing each of the third plurality of data samples to the network statistics dataset;
identifying fewer than the first specified number of data samples from among the third plurality of data samples that fall above the first threshold; and
increasing the total transmission rate between the first endpoint and the second endpoint in the videoconferencing session.
5. A method of adjusting a bandwidth utilization between a first endpoint and a second endpoint in a videoconferencing session, comprising:
initiating a videoconferencing session between a first endpoint and a second endpoint via a network;
transmitting data between the first endpoint and the second endpoint at a fixed first total transmission rate during a first period of the videoconferencing session;
collecting a first plurality of data samples during the first period in a network statistics dataset, each of the plurality of data samples comprising a quantifiable metric representing network conditions;
creating a network statistics dataset from the first plurality of data samples;
establishing a second total transmission rate based on an analysis of the network statistics dataset, the second total transmission rate exceeding the first total transmission rate;
transmitting data between the first endpoint and the second endpoint at the second total transmission rate during the second period of the videoconferencing session; and
establishing, based on the network statistics dataset, a first minimum allowable transmission rate from the first endpoint to the second endpoint and a second minimum allowable transmission rate from the second endpoint to the first endpoint, wherein the first minimum allowable transmission rate and the second minimum allowable transmission rate are different.
6. The method of claim 5 , further comprising:
collecting a second plurality of data samples during the second period of the videoconferencing session;
discarding data samples from the second plurality of data samples that exceed a first percentile of the data samples in the network statistics dataset;
adding remaining data samples from the second plurality of data samples to the network statistics dataset.
7. The method of claim 5 , wherein the first percentile is approximately equal to the 90th percentile of data samples in the network statistics dataset.
8. The method of claim 5 , wherein the first plurality of data samples comprises a plurality of latency measurements.