Congestion detection based on resource utilization information and user quality-of-experience indicators
View Patent ↗A capability is provided for detecting congestion in a communication network. A congestion condition is detected for the network based on resource utilization information associated with the network and a set of user quality-of-experience (QoE) indicators associated with the network. An indication of congestion in the network is detected based on resource utilization information associated with the network and a determination as to whether or not to generate detect a congestion condition for the network is made based on one or more user QoE indicators associated with the network. An indication of congestion in the network is detected based on resource utilization information associated with the network and a determination as to whether or not to generate a congestion alert for the indication of congestion in the network is made based on one or more user QoE indicators associated with the network.
1. An apparatus, comprising:
a processor and a memory communicatively connected to the processor, the processor configured to:
detect an indication of congestion in a network based on resource utilization information associated with the network, wherein the resource utilization information comprises a resource utilization value;
select, from a plurality of sets of user quality-of-experience (QoE) indicators based on evaluation of the resource utilization value with respect to a set of resource utilization thresholds, a selected set of user QoE indicators; and
determine, responsive to the detection of the indication of congestion in the network and based on evaluation of one or more user QoE indicators in the selected set of user QoE indicators, whether to detect a congestion condition for the indication of congestion in the network or whether to prevent detection of a congestion condition for the indication of congestion in the network.
2. The apparatus of claim 1 , wherein
the selected set of user QoE indicators comprises a user throughput parameter, a round trip time (RTT) parameter, and a loss parameter.
3. The apparatus of claim 1 , wherein the set of resource utilization thresholds defines a set of congestion levels, wherein the set of congestion levels comprises a first congestion level and a second congestion level, wherein the first congestion level has associated therewith a first one of the sets of user QoE indicators from the plurality of sets of user QoE indicators and the second congestion level has associated therewith a second one of the sets of user QoE indicators from the plurality of sets of user QoE indicators.
4. The apparatus of claim 3 , wherein evaluation of one or more user QoE indicators of the first one of the sets of user QoE indicators for the first congestion level is different than evaluation of one or more user QoE indicators of the second one of the sets of user QoE indicators for the second congestion level.
5. The apparatus of claim 3 , wherein the first one of the sets of user QoE indicators and the second one of the sets of user QoE indicators are different.
6. The apparatus of claim 3 , wherein, for a common user QoE indicator that is common to the first one of the sets of user QoE indicators and the second one of the sets of user QoE indicators, a first set of thresholds is used for evaluating the common user QoE indicator for the first congestion level and a second set of thresholds is used for evaluating the common user QoE indicator for the second congestion level.
7. The apparatus of claim 1 , wherein each of the one or more user QoE indicators in the selected set of user QoE indicators has associated therewith a respective threshold level for evaluation of the respective one or more user QoE indicators.
8. The apparatus of claim 1 , wherein the one or more user QoE indicators in the selected set of user QoE indicators comprise at least one of a user throughput parameter, a round trip time (RTT) parameter, or a loss parameter.
9. The apparatus of claim 1 , wherein the processor is configured to:
detect a congestion condition for the indication of congestion in the network based on evaluation of the one or more user QoE indicators in the selected set of user QoE indicators.
10. The apparatus of claim 9 , wherein the processor is configured to perform at least one of:
generate a congestion alert based on the detected congestion condition; or
initiate, based on the detected congestion condition, a corrective action for alleviating the detected congestion condition.
11. The apparatus of claim 1 , wherein the network comprises a wireless network, wherein the indication of congestion is for a cell of the wireless network, wherein the resource utilization information comprises information indicative of utilization of an air interface of the cell of the wireless network, wherein the one or more user QoE indicators are associated with the cell of the wireless network.
12. A method, comprising:
using a processor and a memory for:
detecting an indication of congestion in a network based on resource utilization information associated with the network, wherein the resource utilization information comprises a resource utilization value;
selecting, from a plurality of sets of user quality-of-experience (QoE) indicators based on evaluation of the resource utilization value with respect to a set of resource utilization thresholds, a selected set of user QoE indicators; and
determining, responsive to the detection of the indication of congestion in the network and based on evaluation of one or more user QoE indicators in the selected set of user QoE indicators, whether to detect a congestion condition for the indication of congestion in the network or whether to prevent detection of a congestion condition for the indication of congestion in the network.
13. The method of claim 12 , wherein
the selected set of user QoE indicators comprises a user throughput parameter, a round trip time (RTT) parameter, and a loss parameter.
14. The method of claim 12 , wherein the set of resource utilization thresholds defines a set of congestion levels, wherein the set of congestion levels comprises a first congestion level and a second congestion level, wherein the first congestion level has associated therewith a first one of the sets of user QoE indicators from the plurality of sets of user QoE indicators and the second congestion level has associated therewith a second one of the sets of user QoE indicators from the plurality of sets of user QoE indicators.
15. The method of claim 14 , wherein evaluation of one or more user QoE indicators of the first one of the sets of user QoE indicators for the first congestion level is different than evaluation of one or more user QoE indicators of the second one of the sets of user QoE indicators for the second congestion level.
16. The method of claim 14 , wherein the first one of the sets of user QoE indicators and the second one of the sets of user QoE indicators are different.
17. The method of claim 14 , wherein, for a common user QoE indicator that is common to the first one of the sets of user QoE indicators and the second one of the sets of user QoE indicators, a first set of thresholds is used for evaluating the common user QoE indicator for the first congestion level and a second set of thresholds is used for evaluating the common user QoE indicator for the second congestion level.
18. The method of claim 12 , wherein each of the one or more user QoE indicators in the selected set of user QoE indicators has associated therewith a respective threshold level for evaluation of the respective one or more user QoE indicators.
19. The method of claim 12 , wherein the one or more user QoE indicators in the selected set of user QoE indicators comprise at least one of a user throughput parameter, a round trip time (RTT) parameter, or a loss parameter.
20. The method of claim 12 , further comprising:
detect a congestion condition for the indication of congestion in the network based on evaluation of the one or more user QoE indicators in the selected set of user QoE indicators.
21. The method of claim 20 , further comprising at least one of:
generating a congestion alert based on the detected congestion condition; or
initiating, based on the detected congestion condition, an action for alleviating the detected congestion condition.
22. The method of claim 12 , wherein the network comprises a wireless network, wherein the indication of congestion is for a cell of the wireless network, wherein the resource utilization information comprises information indicative of utilization of an air interface of the cell of the wireless network, wherein the one or more user QoE indicators are associated with the cell of the wireless network.
23. A non-transitory computer-readable storage medium storing instructions which, when executed by a computer, cause the computer to perform a method, the method comprising:
detecting an indication of congestion in a network based on resource utilization information associated with the network, wherein the resource utilization information comprises a resource utilization value;
selecting, from a plurality of sets of user quality-of-experience (QoE) indicators based on evaluation of the resource utilization value with respect to a set of resource utilization thresholds, a selected set of user QoE indicators; and
determining, responsive to the detection of the indication of congestion in the network and based on evaluation of one or more user QoE indicators in the selected set of user QoE indicators, whether to detect a congestion condition for the indication of congestion in the network or whether to prevent detection of a congestion condition for the indication of congestion in the network.
24. The apparatus of claim 1 , wherein the processor is configured to:
prevent detection of a congestion condition for the indication of congestion in the network based on evaluation of the one or more user QoE indicators in the selected set of user QoE indicators.
25. The apparatus of claim 24 , wherein the one or more user QoE indicators in the selected set of user QoE indicators comprise a user throughput parameter, a round trip time (RTT) parameter, and a loss parameter.