Abstract: A method, system and apparatus are disclosed. According to one or more Examples, an infrastructure network node (16) for providing a virtual multiple-input multiple-output. MIMO, cellular network supporting a plurality of network nodes (16) associated with a plurality of service providers. SPs is provided. The infrastructure network node (16) is configured to determine a downlink coordinated precoder for online multi-cell MIMO wireless network virtualization. WNV, where the downlink coordinated precoder is based at least on imperfect channel state information. CSI, and to optionally indicate the downlink coordinated precoder.

Abstract: A method for performing online convex optimization is provided. The method includes receiving, from two or more worker nodes, a local decision vector and local data corresponding to each of the two or more worker nodes. The method includes performing a multi-step gradient descent based on the local decision vector and the local data received from the two or more worker nodes. Performing the multi-step gradient descent includes determining a global decision vector and corresponding global information. The method includes sending, to each of the two or more worker nodes, the global decision vector and corresponding global information.

Abstract: An overload protection mechanism for network nodes in an edge node cluster uses two tier reinforcement learning models; one at the edge node level and one at the cluster level. The node level reinforcement learning model optimizes a routing policy for a service/application to determine whether an edge node receiving a client request shall handle the traffic for the service/application. The cluster level reinforcement learning model optimizes a policy for an application that determines which neighboring edge node shall be considered to handle a client request for the given application in case of redirection or proxy by the edge node receiving the client request.

Abstract: Methods, systems and apparatuses are disclosed for configuring application layer preemptive scheduling requests for ultra-low latency. A wireless device (WD) configured to communicate with a network node is described. The WD comprises processing circuitry and a radio interface in communication with the processing circuitry. The processing circuitry is configured to determine indication data associated with a future transmission. The radio interface is configured to transmit a scheduling request, SR, on a periodic SR opportunity based at least on the received indication data.

Abstract: An overload protection mechanism for network nodes in an edge node cluster uses two tier reinforcement learning models; one at the edge node level and one at the cluster level. The node level reinforcement learning model optimizes a routing policy for a service/application to determine whether an edge node receiving a client request shall handle the traffic for the service/application. The cluster level reinforcement learning model optimizes a policy for an application that determines which neighboring edge node shall be considered to handle a client request for the given application in case of redirection or proxy by the edge node receiving the client request.

Abstract: A method and network node configured to perform wireless network virtualization to allocate resources of an infrastructure provider (InP) among a plurality of service providers (SPs) are provided. According to one aspect, a method in a network node includes, in each of a plurality of successive time slots in a time interval, T: receiving precoding feedback information from each SP, allocating a virtual transmit power to each cell served by an SP based at least in part on the received precoding feedback information and determining a precoding matrix for each SP. The method also includes minimizing a loss function based at least in part on the received precoding feedback information received in multiple previous time slots.

Abstract: A method for a network node to adaptively configure bandwidth parts, BWPs, for a wireless device, WD, is provided. The method includes selecting at least one use case to be assigned to at least one BWP, the selecting being based at least in part on a WD context. The method further includes adaptively configuring at least one BWP for the WD based on the selected at least one use case. In addition, a method for a WD supporting communication with a network node is provided. Further, corresponding apparatuses for the network node and the WD are provided.

Abstract: A method and network node for distributed coordinated downlink precoding for multi-cell multiple input multiple output (MIMO) wireless network virtualization are disclosed. According to one aspect, a network node is configured to, in each of a plurality of successive transmission time periods: transmit to each of a plurality of SPs a corresponding set of channel information; receive from each of the plurality of SPs a service demand and a normalized precoding matrix, the normalized precoding matrix being determined by the corresponding SP based on the corresponding set of channel information; allocate a virtual transmit power to each of the plurality of SPs based at least in part on the received service demands and normalized precoding matrices; and determine a downlink precoding matrix to transmit messages to WDs, the downlink precoder matrix being based at least in part on the received service demands and normalized precoding matrices.

Abstract: Methods and apparatuses are disclosed for link adaption for Passive Intermodulation (PIM) avoidance. In one embodiment, a method includes determining an indication of a link adaption scheme for a wireless communication based at least on a first interference measurement, the first interference measurement measured on a first subset of time resources associated with passive intermodulation, PIM, interference independently of a second interference measurement measured on at least a second subset of time resources, the second subset of time resources being different from the first subset of time resources. The indication of the determined link adaption scheme may be communicated.

Abstract: Apparatuses and methods for semi-dynamic configuration for mobile systems are disclosed. In some embodiments, a wireless device is configured to receive (S140) a first radio resource control, RRC, configuration profile associated with a cell, the first RRC configuration profile including a plurality of first RRC configuration parameters; and a second RRC configuration profile associated with the cell, the second RRC configuration profile including a plurality of second RRC configuration parameters; and responsive (S142) to at least one of receiving an RRC profile indicator comprised in a downlink control information, DCI, and a timer expiring, switch from communicating in the cell according to the first RRC configuration profile to communicating in the cell according to the second RRC configuration profile, the RRC profile indicator directly indicating the second RRC configuration profile.

Abstract: A method, system and network node are disclosed. A network node for communication with a wireless device that is configured for uplink transmission on a first carrier using a first Radio Access Technology, RAT, and on a second carrier using a second RAT is provided. The network node includes processing circuitry configured to determine whether to schedule the wireless device for uplink and whether to schedule the wireless device for uplink and downlink communications, in a transmission time interval, TTI, according to the first RAT based at least in part on an intermodulation distortion quantity associated with uplink communications according to both the first RAT and the second RAT, and optionally schedule the wireless device according to the determination.

Abstract: Methods and apparatuses are disclosed for link adaption for Passive Intermodulation (PIM) avoidance. In one embodiment, a method includes determining an indication of a link adaption scheme for a wireless communication based at least on a first interference measurement, the first interference measurement measured on a first subset of time resources associated with passive intermodulation, PIM, interference independently of a second interference measurement measured on at least a second subset of time resources, the second subset of time resources being different from the first subset of time resources. The indication of the determined link adaption scheme may be communicated.