Abstract: In some implementations, a first access gateway function (AGF) may receive, from a second AGF, a communication indicating at least one of a subscriber identity, session information, subscriber context, or session transport information associated with an active session between the second AGF and a client device. The first AGF device may detect that the second AGF device is associated with a failure. The first AGF device may transmit, to a first core network device, a request to switch a first path associated with the active session from the second AGF device to the first AGF device, wherein the request indicates at least one of the subscriber identity, the session information, the subscriber context, or the session transport information. The first AGF device may forward one or more data communications between a second core network device and the DHCP client device associated with the active session via a second path.

Abstract: A convolutional neural network (CNN) system is provided that includes a flexible accelerator configured to convert an input feature map into a set of input sub-feature maps, each having a similar amount of sparsity. The system allows each of the sub-feature maps to be processed independently while taking advantage of the sparsity. In some aspects, the CNN system is configured with an index processor that receives data value indexes and weight indexes and generates data path processor commands for processing by a separate data path processor. In other aspects, unroll circuitry is configured to unroll feature maps to provide index-value compression. The unroll/compression scheme allows an input feature map to be read sequentially (tile-by-tile) so that an accumulate buffer can be implemented with a single read-only path and single write-only path. This can simplify memory control design, eliminating requirements for expensive cache-like structures while also reducing power.

Abstract: A method of forming a diamond coated glass structure includes providing a glass substrate having a first and a second side. A CVD diamond layer can be deposited on the first side, with an ion containing paste applied or contacted to the CVD diamond layer on the first side for a time sufficient to introduce ions into the first side of the glass substrate. The diamond coated glass structure can be further chemically modified by having both the first and second sides of the glass substrate optionally immersed in an ion containing chemical bath.

Abstract: A method of designing a heat recovery steam generator (HRSG) includes receiving, via a processor, a design input file comprising a plurality of parameters associated with a plurality of components for an HRSG model and receiving an indication of selecting an object model for a HRSG model. The method may also include retrieving, via the processor and the tool, the object model from a library for populating a graphical user interface (GUI) of a display and generating the HRSG model by applying a first set of parameters corresponding to each component of the object model, wherein the HRSG model corresponds to a design file used to construct the HRSG.

Abstract: The present disclosure discloses a method and a system for providing a code cover to Orthogonal Frequency Division Multiplexing (OFDM) symbols in a multiple user system. A data sequence is received from each of a plurality of users. Further, a reference sequence is generated for the data sequence of each of the plurality of users. Each of the reference sequence is multiplied with a code cover which are orthogonal to each other. Each of the reference sequence is time-multiplexed with corresponding data sequence, to generate a corresponding multiplexed sequence. Further, a Discrete Fourier Transform (DFT) is performed on each of the multiplexed sequence to generate a corresponding DFT-spread-Orthogonal Frequency Division Multiplexing (DFT-s-OFDM) symbol. Lastly, the corresponding DFT-s-OFDM symbol is processed for transmitting over corresponding one or more channels.

Abstract: Embodiments of the present disclosure provide a method of processing received signal using a massive MIMO base station (BS). The BS comprises a radio unit (RU), a distributed unit (DU) and an interface. The method comprises receiving a plurality of signals corresponding to the plurality of antennas, said signals comprises at least one of data signals, demodulation reference signals (DMRS) and sounding reference signals (SRS). The RU or DU performs a grouping operation on a subset of the plurality of signals corresponding to a subset of antennas to generate signal groups. The RU performs a first stage filtering on the signals associated with each group using group specific filters to obtain group specific filtered signals. The DU performs a second stage filtering on the group specific filtered signals to obtain second stage filtered signals.

Abstract: Systems, methods and products for using context-based analyses of information obtained from certificates contained in the TLS handshakes of network communications in order to identify anomalies in the information and detect threats based on the identified anomalies. In one embodiment, a method for detecting threats in network communications includes obtaining static context data associated with the network. A first network communication transmitted via a network is obtained. A certificate is obtained from a TLS handshake of the first network communication and the certificate is parsed to obtain corresponding certificate field values. One or more analyses of the certificate field values are performed against the static context data and, in response to the analyses resulting in detection of a threat, one or more actions are taken based on the analyses.

Abstract: A method for controlling movement of a robot in an environment, wherein the robot has a plurality of sensors associated therewith.

Abstract: A robot sized and shaped for reception in a pipe includes a chassis configured for movement of the robot on the pipe, a tool supported by the chassis for movement relative to the chassis, a plurality of sensors including an inertial measurement unit (IMU), an encoder and a light detection and ranging sensor (LIDAR) associated with the robot, and a sensor fusion system operable to combine readings from the IMU, the encoder and LIDAR to determine a position of the robot within the pipe.

Abstract: Provided is an optical assembly (1) for use in a skin treatment device (2), and the use thereof in a treatment method. The optical assembly (1) comprises a light source (10), a first prism (11) and first and second guiding elements (12) and (13) with enclosed reflective faces disposed facing each other. The first prism (11) includes a first surface (111), a second surface (112) inclined with the first surface (111) and a third surface (113) adjoining the first (111) and the second (112) surfaces. The first guiding element (12) is arranged to guide the light transmitted from the light source (10) through the first surface (111) of the first prism. The second guiding element is further arranged to receive through the second surface (112) of the first prism (11), the light reflected from the third surface (113) of the first prism and output the received light for illuminating the skin.

Abstract: A method for assessing, by a robot, a feature of an environment based on data from one of the plurality of sensors, wherein the robot is positioned in the environment includes comparing, by the robot, the feature of the environment to an expected feature of the environment; creating, by the robot, a feedback loop based on the comparing step; and adjusting an operational condition of the robot based on the feedback loop.

Abstract: A method includes creating a digital map of an environment, loading the digital map on a moveable robot, wherein the robot is placed in the environment, generating a trajectory path plan from a current position to a desired position using the digital map, the trajectory path having a plurality of waypoints, causing the robot to traverse within the environment in accordance with the trajectory path plan, collecting sensor data in real time while the robot is traversing within the environment, detecting, based on the collecting step, at each waypoint, whether an anomaly is present between an existing waypoint and a subsequent waypoint, and performing a corrective action of the robot based on the detecting step.

Abstract: Disclosed herein is a system and method for transistor pathogen virus detector in which one embodiment may include a substrate layer, a silicon dioxide layer on the substrate layer, a nanocrystalline diamond layer on the silicon dioxide layer, a graphene oxide layer on the nanocrystalline diamond layer, fluorinated graphene oxide portions; and a linker layer, the linker layer including a plurality of pathogen receptors.

Abstract: Techniques for generating replication data from a data source to be stored in a target location are described herein. A computing system can receive, from a client device, client requirements associated with a dataflow from the data source to the target location. The client requirements can include an expected data freshness value and an expected data query latency value. Additionally, the computing system can process the expected data freshness value with one or more machine-learned models to generate an extraction framework for extracting data from the data source. Moreover, the computing system can process the expected data query latency value with the one or more machine-learned models to generate a loading framework for loading data to the target location. Furthermore, the computing system can copy the replication data from the data source to the target location based on the extraction framework and the loading framework.

Abstract: In an example, a method for provisioning a cell site in a 5G RAN may include receiving a plurality of steps involved in provisioning the cell site for the 5G RAN. In an example, provisioning the cell site may include provisioning of a physical infrastructure layer, a container orchestration platform on the physical infrastructure layer, and a containerized network function (CNF) instance associated with the 5G RAN in the container orchestration platform. Further, the method may include converting the plurality of steps into a dependency graph of tasks. The dependency graph may represent workflows and relationships between the tasks. Furthermore, based on feeding the dependency graph as an input to an orchestrator, the method may include provisioning the cell site by executing the tasks in an order according to the dependency graph.

Abstract: A method of forming a diamond coated glass structure includes providing a substrate having a first and a second side, with each side having at least one corner and one edge. A first portion of the first side can be masked and a CVD diamond layer deposited on a second portion of the first side of the substrate. After diamond deposition, ion substitution can be used to chemically modify at least a portion of the substrate. In some embodiments, flatness of substrates can be maintained despite compressive effects due to diamond coatings. In other embodiments, ion substitution into a partially diamond coated glass structure will greatly increase impact resistance at the corners, provide lower impact resistance at the edges, and have lowest impact resistance in a central region of the diamond coated glass structure.

Abstract: Embodiments of the present disclosure relate to a base station and method for communication in a communication network. The method comprising signalling a DMRS-configuration or SRS-configuration to at least one UE. The DMRS-configuration comprises signalling at least one antenna port number from multiple antenna port numbers, each antenna port number indicates location of occupied subcarriers and null subcarriers associated with a DMRS transmission of the at least one UE. The SRS-configuration comprises signalling of parameters associated with a time, a frequency and a code. The method also comprises receiving a data and DMRS signals, or SRS signals corresponding to the at least one UE. Further, grouping a subset of the signals corresponding to a subset of antennas to generate a plurality of signal groups. Next, performing first stage filtering at RU followed by second stage filtering at DU of the signals associated with each signal groups to obtain filtered signals.

Abstract: A method of forming a diamond coated glass structure includes providing a glass substrate having a first and a second side. The second side can be covered in whole or in part with a coating capable of reducing ion exchange. The substrate can be bent to form the first side as convex and the second side as concave. A CVD diamond layer can be deposited on the convex first side of the substrate and at least a portion of the substrate chemically modified through ion exchange. After removal of the stress, the stresses due to applied diamond layers and chemical modification through ion exchange can balance, providing a substantially flat diamond coated glass structure.

Abstract: An example method for managing a cell site in a 5G RAN may include determining a physical infrastructure layer, a container orchestration platform on the physical infrastructure layer, and a CNF instance associated with the 5G RAN in the container orchestration platform based on a site identifier associated with the cell site. Based on the physical infrastructure layer, the container orchestration platform, and the CNF instance, the method may include building a logical site resource map representing topological information of the cell site. Further, the method may include monitoring and/or managing the cell site using the logical site resource map.

Abstract: Some embodiments of the present disclosure are directed to systems, computer-readable media, and computer-implemented methods for multi-node failure processing in computer networks. In particular, some embodiments are directed to generating and displaying an impact area graph for a respective node from a plurality of nodes in a network, wherein the impact area graph depicts the relative predicted impact to each other node in the network from a failure of the respective node. Other embodiments may be disclosed or claimed.