Abstract: Various systems and methods for content adaptation based on seat position or occupant position in a vehicle are described herein. An example implementation for content adaptation based on seat position in a vehicle includes: obtaining sensor data, the sensor data including a seat position of a seat in the vehicle; identifying audiovisual content for output to a human occupant in the vehicle; identifying an occupant position of the human occupant, based on the seat position, for a user experience of the output of the audiovisual content; and cause one or more adjustments to the output of the audiovisual content in the vehicle, via an output device, based on the identified position of the human occupant.

Abstract: A DTaaS architecture is described to support communication-side optimization and to reduce communication overhead while meeting necessary reliability and latency requirements. The disclosure describe techniques for utilizing DT resources for V2X environments using both virtual and physical “twin” resources to achieve improved resiliency. Moreover, to optimize redundancy costs, the ratio of virtual DT nodes to physical DT nodes may be asymmetrical. An asymmetric approach to DT redundancies involving both virtual and physical resources enables greater flexibility in managing deployment costs.

Abstract: Systems, apparatus, articles of manufacture, and methods are disclosed for in-network computation and control of network congestion based on in-network computation delays. An example device includes interface circuitry to access a packet including a header having (1) a destination address field to identify a first network address of a destination device capable of performing an action and (2) a workload class field to identify a workload class associated with the action. The example device also includes programmable circuitry to utilize machine-readable instructions to perform the action at the device based on the workload class field, the device having a second network address that is different than the first network address. Additionally, the example programmable circuitry is to modify an indicator field of the packet to indicate that the action has been performed and cause the interface circuitry to forward the packet with the modified indicator field toward the destination device.

Abstract: A device may include a processor configured to obtain context information of a plurality of nodes that are configured to communicate according to a publish and subscribe pattern, wherein the context information represents attributes associated with services that each node is able to provide for a collaboration with a further node; determine, in response to a received collaboration request representative of one or more conditions of a collaboration sought by a requester node, one or more nodes of the plurality of nodes that meet the one or more conditions of the collaboration based on the context information of the plurality of nodes; and encode discovery information for a transmission to the requester node, wherein the discovery information is representative of an attribute required to communicate with the determined one or more nodes according to the publish and subscribe pattern.

Abstract: The present disclosure is related to Intelligent Transport Systems (ITS), and in particular, to service dissemination basic services (SDBS) and/or collective perception service (CPS) of an ITS Station (ITS-S). Implementations of how the SDBS and/or CPS is arranged within the facilities layer of an ITS-S, different conditions for service dissemination messages (SDMs) and/or collective perception message (CPM) dissemination, and format and coding rules of the SDM/CPS generation are provided.

Abstract: Methods and apparatus for secured information transfer are disclosed. An example apparatus includes programmable circuitry to execute instructions to determine characteristics of an asset associated with a first entity that utilizes a first type of decentralized security, assign the asset to a carrier for transport to a second entity that utilizes a second type of decentralized security, obtain attested information for the asset from the carrier, and transmit the attested information to the second entity via a first gateway, the first gateway to transmit the attested information for the asset to a second gateway of the second entity.

Abstract: The present disclosure is generally related to connected vehicles, computer-assisted and/or autonomous driving vehicles, Internet of Vehicles (IoV), Intelligent Transportation Systems (ITS), and Vehicle-to-Everything (V2X) technologies, and in particular, to technologies and techniques of a road usage monitoring (RUM) service for monitoring road usage of electric vehicles. The RUM service can be implemented or operated by individual electric vehicles, infrastructure nodes, edge compute nodes, cloud computing services, electric vehicle supply equipment, and/or combinations thereof. Additional RUM aspects may be described and/or claimed.

Abstract: Disclosed herein is a roadside unit with a radio frontend port configured to receive a first signal representing a radiofrequency transmission according to a first radio communication protocol, to receive a second signal representing a radiofrequency transmission according to a second radio communication protocol. A first processing subsystem configured to execute a first baseband process of the first radio communication protocol on the first signal and to generate a first output signal as an output of the first baseband process. A second processing subsystem configured to execute a baseband process of the second radio communication protocol on the second signal and to generate a second output signal as an output of the second baseband process. The first processing subsystem is a first software containerization or a first machine virtualization of the processor, wherein the second processing subsystem is a second software containerization or a second machine virtualization of the processor.

Abstract: The present disclosure is related to connected vehicles, computer-assisted and/or autonomous driving vehicles, Internet of Vehicles (IoV), Intelligent Transportation Systems (ITS), and Vehicle-to-Everything (V2X) technologies, and in particular, to enhanced decentralized environment notification (DEN) services and safety metrics based pre-crash warning for DEN messages (DENMs). The enhanced DEN services include mechanisms to alert road users of detected dangerous events due to safety metric violations, which are calculated based on sensor data/measurements. Safety metric-specific attributes are included in the DENM á la-carte container to carry the safety metrics violation to the neighboring stations. Additionally, the DENM situation container is also enhanced/expanded such that event type values can incorporate the safety metric violations and/or related events.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to improve distributed machine learning efficiency. An example apparatus includes train management circuitry to cause a first vector to be sent from a worker node to an in-network-aggregator (INA) after completion of a first processing iteration requested by a parameter server. The example apparatus also includes protocol configuration circuitry to prohibit a second processing iteration when an availability status of the INA is false, and permit the second processing iteration when (a) an acknowledgement (ACK) from the INA corresponding to the first vector is received and (b) the availability status of the INA is true.

Abstract: The present disclosure is related to connected vehicles, computer-assisted and/or autonomous driving vehicles, Internet of Vehicles (IoV), Intelligent Transportation Systems (ITS), and Vehicle-to-Everything (V2X) technologies, and in particular, to enhanced collective perception service (CPS) reporting mechanisms. The enhanced collective perception reporting mechanisms utilize multiple collective perception message (CPM) reporting mechanisms to share CPS data with reduced communication overhead, reduced latency, reduced processing complexity, and at the same time, enabling sharing information related to perceived and/or detected objects.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to manage a self-adaptive heterogeneous emergency network. An example apparatus to establish recovery nodes includes failure detection circuitry to determine a node initiated a reset procedure, override circuitry to suppress a native recovery procedure of the node, formation circuitry to initiate a heterogeneous recovery procedure, and trust circuitry to measure a root of trust of the node. Further, the example apparatus instantiates the formation circuitry further to broadcast heterogeneous recovery packets, and activate listener ports for responses to the heterogeneous recovery packets.

Abstract: System and techniques for an environmental control loop are described herein. A device for an environmental control loop can include a memory including instructions and processing circuitry that when in operation, can be configured by the instructions to receive environmental sensor data from a first component in a set of heterogeneous components installed in an environment with a controller. The environmental sensor data can indicate a service level value sensed by the first component. The controller can also measure a violation of a service level objective based on comparing the environmental sensor data to a threshold. The controller can also transmit an adjustment to an operating parameter of a second component of the set of heterogeneous components. The adjustment can be operative to attenuate the violation of the service level objective when implemented by the second component.

Abstract: Disclosed embodiments include technologies for improving safety mechanisms in computer assisted and/or automated driving (CA/AD) vehicles for protecting vulnerable road users (VRUs). Embodiments include various mechanisms to enable early Responsibility Sensitive Safety (RSS) checks for the CA/AD vehicles driving policy to protect in-danger VRUs. Embodiments also include controlled forwarding mechanisms to notify other CA/AD vehicles and roadside infrastructure when a potentially dangerous situation is detected. Other embodiments are described and/or claimed.

Abstract: Disclosed embodiments are related to techniques for implementing Collective Perception Services in Intelligent Transport Systems. Embodiments include technologies for sharing layered costmaps and/or sharing perceived object clusters in Collective Perception Messages. Other embodiments may be described and/or claimed.

Abstract: Methods, apparatus, systems, and articles of manufacture are disclosed to protect distributed data. An example apparatus includes at least one memory, machine readable instructions, and processor circuitry to at least one of instantiate or execute the machine readable instructions to detect a key identifier combination from a distributed key, identify a match between the key identifier combination and a platform identifier combination, extract a second key from the distributed key, the second key associated with the object, and decrypt the object via the extracted second key.

Abstract: The present disclosure describes mechanisms to manage session continuity for edge computing services for edge service consumers. The session management mechanisms include continuity or handing over edge service sessions between edge computing platforms in a same edge compute cluster and between edge computing platforms in different edge compute clusters. The session management mechanisms include edge computing platform switching/handover for user equipment capable of utilizing multiple access network connections and/or multiple access technologies. The described solutions can provide edge service session continuity between connected vehicles and road side units and/or edge compute nodes.

Abstract: A resource management framework may be used to improve performance of dominant and non-dominant resources for edge multi-tenant applications. The resource management framework may include an admission control mechanism, which may be used to balance disproportionate resource allocations by controlling allocation of unconstrained resources proportional to the requested dominant resources based on resource availability. The admission control mechanism may provide ongoing monitoring of dominant and non-dominant resource utilization, such as using a hybrid centralized-distributed telemetry collection approach. The resource management framework may also include a lightweight resource monitoring and policy enforcement mechanism on distributed networking elements to reduce or eliminate the exploitations of non-dominant resources.

Abstract: System and techniques for network slice resiliency are described herein. An indication of a fault-attack-failure-outage (FAFO) event for a network slice may be received. Here, the network slice is one of multiple network slices. A capacity in a slice segment may be estimated to determine whether there is enough capacity to meet a service level agreement (SLA) of the multiple network slices based on the FAFO event. In this case, the slice segment is a set of physical resources shared by the multiple network slices. Operation of the slice segment may then be modified based on results from estimating the capacity in the slice segment to address impacts from the FAFO event.

Abstract: Bayesian Inference based communication receiver employs Markov-Chain Monte-Carlo (MCMC) sampling for performing several of the main receiver functionalities. The channel estimator estimates the multipath channel coefficients corresponding to a signal received with fading. The symbol demodulator demodulates the received signal according to a QAM constellation, so as to generate a demodulated signal, and estimate the transmitted symbols. The decoder reliably decodes the demodulated signals to generate an output bit sequence, factoring in redundancy induced at a certain code rate. A universal sampler may be configured to use MCMC sampling for generating estimates of channel coefficients, transmitted symbols or decoder bits, for aforementioned functionalities, respectively. The samples may then be used in one or more of the receiver tasks: channel estimation, signal demodulation, and decoding, which leads to a more scalable, reusable, power/area efficient receiver.