Abstract: A computing node includes network interface circuitry and processing circuitry. The processing circuitry assigns available computing resources to a plurality of slice contexts. Each slice context of the plurality includes resource allocations of the available computing resources associated with multiple communication networks. A first portion of the resource allocations is designated as dedicated resources and a second, remaining portion is designated as shared resources. A FAFO event associated with a workload is detected. The workload executes on a network slice instance (NSI) associated with a slice context of a subset of slice contexts. The configuration of the NSI is restored to a pre-FAFO event state based on reconfiguring one or both of the dedicated resources or the shared resources of the slice context based on the resource allocations of at least a second slice context in the subset of slice contexts.

Abstract: The present disclosure provides techniques or mechanisms to reduce congestion or improve efficiency of intelligent transport system (ITS) congestion and multi-channel control. Some embodiments relate to multi-channel transmission of ITS-related service messages. Some embodiments relate to use of a freshness factor in scheduling ITS transmissions. Other embodiments may be described or claimed.

Abstract: Example apparatus to perform service failover as disclosed herein are to detect a failure condition associated with execution of a service by a first compute platform, the execution of the service responsive to a first request. Disclosed example apparatus are also to send a second request to a second compute platform to execute the service. Disclosed example apparatus are further to monitor a queue of the first compute platform for a response to the first request, the response to indicate execution of the service by the first compute platform has completed, and when the response is detected in the queue, discard the response from the queue.

Abstract: Systems and methods of providing DMRS for a UE are generally described. The DMRS locations in a resource unit of a Physical Resource Allocation of a shared channel are randomly determined, and the DMRS sequences randomly generated before transmission from a master UE to a wearable UE. The DMRS locations are disposed on different subcarriers and symbols in the resource unit and are repeated every k subframes or m resource units within the same subframe. In situations in which the collision/contention probability is relatively small, DMRS in control channels may be used rather than in the shared data channel.

Abstract: Various aspects of methods, systems, and use cases include en-route computing coordination. A method may include receiving a packet including a compute task and context information, identifying a destination node for the packet, and determining a route for the packet to the destination node. The route may include an intermediary node determined based on the context information and available resources at the intermediary node to execute the compute task of the packet at the intermediary node. The method may include forwarding the packet to a next device along the route.

Abstract: Technology is disclosed for a vehicle-capable user equipment (vUE) operable for sensing-based distributed scheduling 5 of event-based mission critical (MC) vehicle-to everything (V2X) traffic. The vUE can sense sidelink control information (SCI) for semi persistent scheduling (SPS) resource selection from one or more SCI messages received in one or more physical sidelink control channels (PSCCHs) from one or more neighboring vUEs. The vUE can identify: a number of MC resources to transmit event10 based MC data with a selected number of repetitions within a latency budget, wherein the MC resources include one or more of MC-SCI or MC data with the selected number of repetitions; and a number of available resources to transmit event-based MC data within the latency budget. The vUE can select revocable resources from one or more scheduled low-priority resources based on the sensed SCI for SPS resource selection.

Abstract: A system is disclosed for quarantining and recovery of a network after an outage or in advance of a potential outage. Unaffected network slices are isolated and recovery is initiated by quarantine physical and virtual network functions. An AI model is trained based on recent events detected by sensors disposed throughout the network to determine whether to quarantine network slices, move services to unaffected network slices, or initiate recovery. Once the network is stabilized, resources that are specifically allocated for recovery and services are released and the traffic moved back to the recovered network slices.

Abstract: A computing node includes network interface circuitry and processing circuitry. The processing circuitry assigns available computing resources to a plurality of network slice instances (NSIs). Each of the NSIs is associated with a slice sub-context indicative of a network location of the available computing resources assigned to the NSI. A first portion of the resources is assigned to the NSI as dedicated resources and a second, remaining portion is assigned to the NSI as shared resources. A service instance is assigned to each of the NSIs. NSI records are generated based on the assigned service instance, the dedicated resources, and the shared resources. An NSI configuration is restored to a pre-FAFO event state based on the plurality of NSI records, the restored configuration using one or both of the dedicated resources and the shared resources.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to increase resiliency in self-healing mechanisms. At least one non-transitory machine-readable medium comprises instructions that, when executed, cause at least one processor to at least partition computational resources of a first host into a primary partition and a shadow partition, the primary partition to communicate with a second host, apply a fix for the primary partition, determine if the primary partition can communicate with the second host during the application of the fix, cause, in response to the determination that the primary partition cannot communicate with the second host during the application of the fix, the shadow partition to communicate with the second host; and transfer communication with the second host from the shadow partition to the primary partition, the transfer in response to a determination that the application of the fix is complete.

Abstract: System and techniques for storage node recruitment in an information centric network (ICN) are described herein. An ICN node receives a storage interest packet that includes an indication differentiating the storage interest from other ICN interests. The ICN node forwards the storage interest packet and receives a storage data packet in response. Here, the storage data packet includes an indication that the storage data packet is not to be cached along with node information for a node that created the storage data packet. The ICN node may then transmit the storage data packet in accordance with a pending interest table (PIT) entry corresponding to the storage interest packet.

Abstract: Various aspects of methods, systems, and use cases include region identification of a malicious device based on crowdsourced locations. A method may include generating a grid of bins of a local radio coverage region, receiving location data from a plurality of devices in the local radio coverage region, and classifying locations of the plurality of devices with respect to the bins. The method may include associating the classified locations of the plurality of devices to the received location data for corresponding devices of the plurality of devices, and generating a model, from the associated classified locations and the received location data.

Abstract: Systems and techniques for cross-layer automated fault tracking and anomaly detection are described herein. Anomaly data may be obtained from a plurality of layers of a network. Elements of the anomaly data may be identified that correspond to a data flow of an application executing on the network. An artificial intelligence model may be trained using the elements of the anomaly data to generate an impact score for the application. The impact score may be generated for the application by evaluating current network metrics using the artificial intelligence model. An operational component of the network may be modified based on the impact score.

Abstract: Methods, apparatus, systems, and articles of manufacture for digital twin aided resiliency are disclosed. An example method includes accessing operational statistics corresponding to one or more physical entities, the one or more physical entities including user equipment and network equipment; updating one or more virtual entities within a virtual environment that correspond, respectively, to the one or more physical entities with the operational statistics; simulating a change to the virtual environment based on the operational statistics; generating a recommendation for the network equipment to perform a task based on the simulated change; and in response to determining a confidence of the recommendation meets a threshold confidence, provide the recommendation to the network equipment.

Abstract: Various aspects of methods, systems, and use cases include security-based orchestration. A method may include evaluating, within a secure environment of an untrusted device, a preamble to determine a set of security requirements. The method may include, providing, to an attestation server, an indication of security parameters for services of the untrusted device corresponding to security requirements of the set of security requirements, and in response to receiving a confirmation from the attestation server, providing a request to the untrusted device outside the secure environment to generate a trusted domain including the services.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed for data resiliency in an edge network environment. An example apparatus includes at least one memory, instructions in the apparatus, and processor circuitry to at least one of execute and/or instantiate the instructions to generate spectrum metadata based on spectrum data, determine a resiliency operation based on one or more resiliency requirements, generate a resiliency policy based on at least one of the resiliency operation or the one or more resiliency requirements, generate a resiliency operation map based on at least one of the resiliency policy or first identifiers of respective workloads associated with the network environment, the first identifiers including a second identifier, and, in response to identifying a FAFO event associated with the second identifier, execute the resiliency operation based on mapping the second identifier to the resiliency operation in the resiliency operation map.

Abstract: A reserve system and method for determining a quantity of forecasted reserve for a crew-grouping for a quantity of scheduled flights in a future time period is disclosed. The reserve system may comprise a controller configured to receive a crew-grouping and a quantity of scheduled flights for an aircraft in a future time period, and a historical data set associated with the crew-grouping for a previous time period. The controller is further configured to determine a quantity of forecasted reserve based on: an interquartile range of values in the historical data set for a quantity of actual used reserve of the crew-grouping per day for the aircraft; or the quantity of scheduled flights per day in the future time period and a transformed interquartile range of a plurality of data points associated with the historical data set; and to transmit the quantity of forecasted reserve to a crew rostering system.

Abstract: Systems and methods of providing DMRS for a UE are generally described. The DMRS locations in a resource unit of a Physical Resource Allocation of a shared channel are randomly determined, and the DMRS sequences randomly generated before transmission from a master UE to a wearable UE. The DMRS locations are disposed on different subcarriers and symbols in the resource unit and are repeated every k subframes or m resource units within the same subframe. In situations in which the collision/contention probability is relatively small, DMRS in control channels may be used rather than in the shared data channel.

Abstract: Technologies for facilitating vehicle-to-vehicle (V2V) communications includes an on-board vehicle control system of an autonomous vehicle configured to identify one or more autonomous vehicles with which to communicate and transmit a communication frame usable to indicate that the autonomous vehicle intends to join a cluster of autonomous vehicles defined by the one or more autonomous vehicles. The communication frame includes a structure having a contention channel, a control channel, and a data channel, which are used to communicate requests, intentions, and/or data.

Abstract: Systems and techniques for collaborative detection and avoidance of phantom traffic jams are described herein. Sensor data for a segment of a roadway and vehicle communication data for vehicles travelling on the segment may be obtained. A vehicle density may be calculated for the segment using the sensor data and the vehicle communication data. The sensor data and the vehicle communication data may be monitored for a traffic perturbation based on the calculated vehicle density. A mitigation instruction may be selected for the traffic perturbation upon detection of the traffic perturbation. The mitigation instruction may be transmitted to a vehicle or group of vehicles traveling on the roadway.

Abstract: A system of a collaborative Autonomous Vehicle (AV) Safety Driving Model (SDM) system, including at least one processor; and a non-transitory computer-readable storage medium including instructions that, when executed by the at least one processor, cause the at least one processor to: generate, in response to a condition being satisfied, an SDM message including encoded data representing a warning or a safety parameter; and cause a transceiver to transmit the generated SDM message.