Method and apparatus for real-time QoS monitoring and prediction
Procedures, methods, architectures, apparatuses, systems, devices, and computer program products directed to real-time quality of service (QOS) monitoring and prediction are described. A first QoS monitoring request indicating one or more WTRUs may be received from a server. A second QoS monitoring request may be sent, the second QoS monitoring request indicating a session to be monitored by a WTRU of the one or more WTRUS. A QOS monitoring response may be received, the QoS monitoring response indicating (i) the session to be monitored and (ii) performance measurement information associated with the session to be monitored. First performance measurement assistance information may be sent, based on the performance measurement information associated with the session to be monitored, and QoS report information may be received, the QoS report information indicating one or more Qos metrics measured by the WTRU in the session.
1 . A method implemented in a network element, the method comprising:
receiving a QoS monitoring request from a server, the QoS monitoring request indicating a plurality of wireless transmit/receive units (WTRUs);
sending performance measurement assistance information to a first network element serving the plurality of WTRUs, wherein the performance measurement assistance information indicates an address of a performance measurement function (PMF), and any of (i) a data block size of test packets, (ii) a bitrate of test packets, (iii) a frequency of test packet, (iv) one or more QoS metrics to measure, (v) a starting time, (vi) a duration, (vii) a data network name (DNN) and (vii) a single network slice selection assistance information (S-NSSAI), wherein any of the DNN and the S-NSSAI are to be used for establishing a plurality of QoS test sessions; and
receiving QoS report information from a second network element, the QoS report information indicating one or more QoS metrics measured by any of the plurality of WTRUs and the PMF in the plurality of QoS test sessions.
2 . The method of claim 1 , wherein the first network element is determined based on the plurality of WTRUs.
3 . The method of claim 1 , wherein the plurality of QoS test sessions is between the plurality of WTRUs and a third network element executing the PMF.
4 . The method of claim 3 , wherein the third network element runs executes artificial intelligence and machine learning (AI-ML) algorithms.
5 . The method of claim 3 , wherein the third network element executes a user plane function (UPF).
6 . The method of claim 1 , wherein the plurality of QoS test sessions carries AI-ML traffic.
7 . The method of claim 1 , wherein the plurality of QoS test sessions is a plurality of protocol data unit (PDU) sessions.
8 . The method of claim 1 , wherein the QoS monitoring request further indicates any of (i) one or more WTRU identifiers, (ii) traffic characteristics, (iii) one or more QoS metrics to measure, (iv) a starting time and (v) a duration.
9 . The method of claim 1 , wherein the first-second network element executes a session management function (SMF).
10 . The method of claim 1 , comprising selecting a subset of WTRUs from the plurality of WTRUs to be included in an AI-ML training session based on the QoS report information.
11 . The method of claim 1 , wherein the first network element executes an access and mobility management function (AMF).
12 . An apparatus comprising a processor and a transceiver operatively coupled to the processor, the processor being configured to:
receive a QoS monitoring request from a server, the QoS monitoring request indicating a plurality of wireless transmit/receive units (WTRUs);
send performance measurement assistance information to a first network element serving the plurality of WTRUs, wherein the performance measurement assistance information indicates an address of a performance measurement function (PMF), and any of (i) a data block size of test packets, (ii) a bitrate of test packets, (iii) a frequency of test packet, (iv) one or more QoS metrics to measure, (v) a starting time, (vi) a duration, (vii) a data network name (DNN) and (vii) a single network slice selection assistance information (S-NSSAI), wherein any of the DNN and the S-NSSAI are to be used for establishing a plurality of QoS test sessions; and
receive QoS report information from a second network element, the QoS report information indicating one or more QoS metrics measured by any of the plurality of WTRUs and the PMF in the plurality of QoS test sessions.
13 . The apparatus of claim 12 , wherein the plurality of QOS test sessions is between the plurality of WTRUs and a second-third network element executing the PMF.
14 . The apparatus of claim 13 , wherein the third network element executes artificial intelligence and machine learning (AI-ML) algorithms.
15 . The apparatus of claim 12 , wherein the QoS monitoring request further indicates any of (i) one or more WTRU identifiers, (ii) traffic characteristics, (iii) one or more QoS metrics to measure, (iv) a starting time and (v) a duration.
16 . The apparatus of claim 12 , wherein the processor is further configured to select a subset of WTRUs from the plurality of WTRUs to be included in an AI-ML training session based on the QoS report information.
17 . The apparatus of claim 12 , wherein the first network element executes an access and mobility management function (AMF).
18 . The apparatus of claim 12 , wherein the second network element executes a session management function (SMF).