Abstract: A measurement circuitry (MC) for evaluating a resistance of a resistive gas sensor (GS) comprises a first current path (P1), wherein a first logarithmic compression circuit (LC1) is arranged in the first current path (P1). A reference resistor (Rreference) and a second logarithmic compression circuit (LC2) is arranged in a second current path (P2) of the measurement circuitry (MC). A voltage generator (VG) provides a fixed voltage excitation for the resistive gas sensor (GS) and the reference resistor (Rreference). A first current (I1) received from the resistive gas sensor (GS) flows from the gas sensor (GS) via the first current path (P1) into the first logarithmic compression circuit (LC1). An evaluation circuit (EC) determines the resistance (Rs) of the resistive gas sensor (GS) in dependence on a first and second output signal (Ve1, Ve2) of the first and the second logarithmic compression circuit (LC1, LC2).

Abstract: An indoor tracking system to track a location of a tag in a room. The system comprises of an initiator to initiate the tag, anchors placed at the corners of the room to track the location of the tag and to communicate data to a base station and a room intervention device provided to change a room identification (ID) and a floor identification (ID).

Abstract: A customer premises device may include a memory configured to store day 0 configuration instructions, a first network interface to couple to an out-of-band network, a second network interface operatively coupled to a customer network, and at least one processor configured to automatically and without user input execute the day 0 configuration instructions. The at least one processor is configured to establish and maintain a secure tunnel connection with a security gateway device via the out-of-band network and to establish a connection with a configuration platform on the provider network via the secure tunnel connection. Orchestration instructions for configuring one or more VNFs are received from the configuration platform via the tunnel connection. The at least one processor is further configured to receive VNF management instructions via the secure tunnel connection, wherein the VNF management instructions include one of: updates, reconfigurations, or patches.

Abstract: Deployment of a network service pipeline may be automated by defining workflows comprising functions of instances of elements. Workflows may be defined in a graphical user interface including menus for the selection of elements, functions, and predefined workflows. A workflow may be dynamic such that addition or modification of a function invokes a trigger that automatically populates or modifies parameters of the functions of the workflow. Elements may each have a same set of functions that may be invoked by an orchestrator to perform automated implementation of the workflow. Functions of a workflow may be implemented in batches and may retrieve executable. data from a distributed file store. A test platform with hardware and network simulation may be used to develop functions and workflows.

Abstract: An apparatus includes an interface, display, memory, and processor. The interface receives a video feed including first and second camera feeds, each feed corresponding to a camera located in a store. The processor stores a video segment in memory, assigned to a person and capturing a portion of a shopping session. The video segment includes first and second camera feed segments, each segment corresponding to a recording of the corresponding camera feed from a starting to an ending timestamp. Playback of the first and second camera feed segments is synchronized, and a slider bar controls a playback progress of the camera feed segments. The processor displays the camera feed segments and copies of the slider bar on the display. The processor receives an instruction from at least one of the copies of the slider bar to adjust the playback progress of the camera feed segments and adjusts the playback progress.

Abstract: Techniques for seamless certificate replacement for endpoints in hyperconverged infrastructure are disclosed. In one example, a certificate replacement request for an endpoint may be received. Upon receiving the certificate replacement request, a new certificate may be placed in the endpoint such that the endpoint includes an old certificate and the new certificate. Further, dependent endpoints having communication with the endpoint using the old certificate may be discovered and monitored. Furthermore, the new certificate of the endpoint may be placed in the discovered dependent endpoints and existing communication between the endpoint and each of the discovered dependent endpoints using the old certificate may be maintained. Upon completion of the existing communication, next communication between the endpoint and each of the discovered dependent endpoints may be enabled using the new certificate. Then, the old certificate may be decommissioned from the endpoint and the discovered dependent endpoints.

Abstract: In one example, a computer implemented method may include dynamically generating a manifest file for a cluster in an hyperconverged infrastructure. The manifest file may include metadata associated with the cluster. Further, the method may include determining one or more physical hosts in a host pool that are compatible with the cluster using the manifest file and generating a cluster-to-physical host mapping table by mapping the cluster to the determined one or more physical hosts that are compatible with the cluster. Furthermore, the method may include provisioning the one or more physical hosts to the cluster using the cluster-to-physical host mapping table in response to detecting a trigger.

Abstract: A system and method is disclosed that may employ a set of ensemble methods that comprise a plurality of machine learning algorithms or statistical algorithms for hazard detection. The system and method may combine images, stereo and context information using a plurality of deep learning algorithms to accurately detection hazards. The system and method may incorporate a depth channel to the red, green, and blue (RGB) channels of an image to create a four-channel RGBD image. The system and method may also overlay an RGB image with a color-map of the depth channel. The system and method may further concatenate regions of interest (ROI) to the RGB channels of an image. Lastly, the system and method may incorporate an auxiliary semantic segmentation decoder for a multi-task learning event on a drivable space.

Abstract: In one example, a non-transitory computer readable storage medium may include instructions that, when executed by a processor, cause the processor to obtain historical logs associated with a plurality of available paths between a source node and a destination node. The historical logs may be obtained for a first interval by routing data over the available paths based on a first priority order and corresponding network characteristics parameters. Further, non-transitory computer readable storage medium may include instructions to determine a modified first priority order of the available paths and corresponding modified network characteristic parameters by analyzing the historical logs using a machine learning model and route the data from the source node to the destination node based on the modified first priority order.

Abstract: A technique is provided for adaptively performing service function chaining based on network context. The technique includes receiving a request comprising a flexible SFC template (FST) for provisioning an SFC of a plurality of service functions (SFs). A service function path (SFP) is determined responsive to receipt of data packets corresponding to a pre-defined flow to be transmitted over the network. Monitoring of a pre-defined plurality of parameters associated with the SFP and a network context is performed after implementing the SFP. Based on the monitoring of the pre-defined plurality of parameters and SFP modification criteria, a requirement for modifying the SFP is identified. Responsive to the identification, the SFP is modified and the performance of the modified SFP is monitored based on one or more of the plurality of parameters, a network context after modifying the SFP, and a pre-defined plurality of service performance thresholds.

Abstract: Methods, systems, and apparatus, including medium-encoded computer program products, for computer aided design of physical structures using generative design processes, where the 3D models of the physical structures are produced so as to facilitate manufacturing of the physical structures using 2.5-axis subtractive manufacturing systems and techniques, include: obtaining a design space for an object to be manufactured, design criteria, and load case(s); iteratively modifying a generatively designed 3D shape of the modeled object, including generating 2D profile representations (corresponding to discrete layers) of an updated version of the 3D shape, extruding the 2D profile representations along the milling direction, and forming a next version of the 3D shape of the modeled object from a combination of the 3D representations produced by the extruding; and providing the generatively designed 3D shape of the modeled object for use in manufacturing the physical structure using a 2.

Abstract: An eyepiece waveguide includes a set of waveguide layers having a world side and a user side. The eyepiece waveguide also includes a first cover plate having a first optical power and disposed adjacent the world side of the set of waveguide layers and a second cover plate having a second optical power and disposed adjacent the user side of the set of waveguide layers.

Abstract: A pupil separation system includes an input surface, a central portion including a set of dichroic mirrors, a first reflective surface disposed laterally with respect to the central portion, and a second reflective surface disposed laterally with respect to the central portion. The pupil separation system also includes an exit face including a central surface operable to transmit light in a first wavelength range, a first peripheral surface adjacent the central surface and operable to transmit light in a second wavelength range, and a second peripheral surface adjacent the central surface and opposite to the first peripheral surface. The second peripheral surface is operable to transmit light in a third wavelength range.

Abstract: A storage device including control circuitry, communicatively coupled to a non-volatile memory, configured to receive a parity bit that has been stored using a data structure, and to receive a first subset of host data that includes block data relating to a set of memory cells. The control circuitry may be configured to perform a read operation to identify a second subset of host data that includes additional block data relating to the set of memory cells. The control circuitry may be configured to decode the second subset of host data using the parity bit. The control circuitry may be configured to perform a write operation to write the block data to at least one or more memory cells that are part of the set of memory cells.

Abstract: Methods, apparatus, systems and articles of manufacture are disclosed for managing compute resources in a computing environment. Disclosed examples are to select an offering workload in a computing environment to lend at least one resource to a needy workload in the computing environment; Disclosed examples are also to cause a host associated with the offering workload to at least one of (i) instantiate a first virtual machine when the host is implemented with a second virtual machine or (ii) instantiate a first container when the host is implemented with a second container. Disclosed examples are further to assign the first virtual machine or the first container to the needy workload.

Abstract: Methods, systems, and apparatus, including medium-encoded computer program products, for computer aided design of physical structures using generative design processes, where the three dimensional (3D) models of the physical structures are produced in accordance with a design criterion that limits a minimum thickness of the generatively designed 3D models, include: obtaining a design space for an object to be manufactured and one or more design criteria including a thickness constraint; iteratively modifying a generatively designed 3D shape of the modeled object in the design space in accordance with the one or more design criteria, including measuring a current thickness for the 3D shape using an overall relationship of a volume of the 3D shape with respect to a surface area of the 3D shape; and providing the generatively designed model for use in manufacturing the physical structure using one or more computer-controlled manufacturing systems.

Abstract: Systems and methods for SPARK lineage data capture are disclosed. In one embodiment, in an information processing apparatus comprising at least one computer processor, a method for lineage data capture may include: (1) receiving, at a lineage engine and from a listener service, a decisive logical plan for a job; (2) extracting, using a plan parser, lineage data from the decisive logical plan; (3) producing, by a job lineage builder, job lineage data and job attribute data from the lineage data; (4) extracting, by the job lineage builder and from the job lineage data and the job attribute data, attribute information, transformation information, and estimate information for the job; and (5) storing, in a database, the attribute information, the transformation information, and the estimate information.

Abstract: A modular gripper has a body with a trident section and cylindrical section. A powering assembly is positioned in the cylindrical section. A pair of oppositing jaws is pivotally secured between a center wall and a pair of side wall, respectively, of the trident section. The piston rod moves a cam assembly on the center wall. The cam assembly passes through a body having a trident section and cylindrical section. The trident section comprises a trident structure that includes, at one end, a pair of side walls along with a center wall. The cylindrical section includes a fluid driven powering assembly. A pair of opposing jaw member are pivotally secured to the trident portion about separate pivot pins. A cam assembly is operatively connected to a piston rod of the fluid driven powering assembly. The cam assembly extends laterally outward with respect to a cylinder bore axis to receive a cam bush that engages with a through slot on each of the pair of opposing jaw members.

Abstract: Some embodiments provide systems to identify products comprising: product vector database; a plurality of portable computing devices comprising a camera and a control circuit configured to: access an image captured by the camera; perform an optical character recognition on the image; apply a vector modeling rule to key text, generate a first query product vector and wirelessly communicate the first query product vector to the product recommendation system; the product recommendation system is configured to apply a vector evaluation rule to the first query product vector to identify a first product; and wirelessly communicate to the portable computing device the first product identifier; wherein the control circuit receives the first product identifier, accesses a product information, causes product information to be displayed; and causes the first product to be virtually added to a virtual cart.

Abstract: A temperature sensor arrangement includes a current integrating modulator that provides a count value dependent on the current supplied to its input terminal. A temperature-sensitive element includes a resistor to generate a current dependent on temperature. First and second switches alternately connect the temperature-sensitive element and another resistor to the input terminal of the current integrating modulator. The temperature sensor arrangement can be combined with an ambient light sensor sharing the current integrating modulator.