Abstract: Approaches for integrating FE memory arrays into a processor, and the resulting structures are described. Simultaneous integrations of regions with ferroelectric (FE) cells and regions with standard interconnects are also described. FE cells include FE capacitors that include a FE stack of layers, which is encapsulated with a protection material. The protection material protects the FE stack of layers as structures for regular logic are fabricated in the same die.

Abstract: Systems and methods are configured for preprocessing of images for further content based analysis thereof. Such images are extracted from a source data file, by standardizing individual pages within a source data file as image data files, and identifying whether the image satisfies applicable size-based criteria, applicable color-based criteria, and applicable content-based criteria, among others, utilizing one or more machine-learning based models. Various systems and methods may identify particular features within the extracted images to facilitate further image-based analysis based on the identified features.

Abstract: Operations include extracting a depiction of a person and associated movement of the person from a first video clip of a first training video included in a first domain dataset. The operations further include superimposing the depiction of the person and corresponding movement into a second video clip of a second training video included in a second domain dataset to generate a third video clip. The operations also include annotating the third video clip to indicate that the movement of the person corresponds to a particular type of behavior, the annotating being based on the first video clip also being annotated to indicate that the movement of the person corresponds to the particular type of behavior. Moreover, the operations include training a machine learning model to identify the particular type of behavior using the second training video having the annotated third video clip included therewith.

Abstract: Disclosed herein are systems and methods for providing mobile call authentication. For instance, a token indicative of a call request can be received from a calling party. The token can include a called party number and a time of the request. A subscriber database can be accessed to determine identifying information associated with the calling party based at least in part on the token. The token can be authenticated based at least in part on the identifying information and using one or more predefined authentication protocols. The token can be stored in a call session registry storing data indicative of a plurality of active telephone call events. A verification request for the call request can be received from the called party. The call request can be verified based at least in part on the token. The called party can be notified that the call request has been verified.

Abstract: Methods and systems for detecting personally identifiable information in data associated with a cloud computing system are described. An example method includes ingesting the data associated with the cloud computing system to generate source data. The method includes processing the source data by: performing cell-based de-duplication to generate cell-based de-duplicated data, subjecting the cell-based de-duplicated data to regular expression classification to generate a first subset of initial results, tokenizing the cell-based de-duplicated data to generate tokenized data, and de-duplicating the tokenized data and subjecting de-duplicated tokenized data to a first named entity recognition classification to generate a second subset of the initial results. The method includes cross-referencing the cell-based de-duplicated data and the initial results and subjecting output of the cross-referencing to a second named entity recognition classification to generate final results.

Abstract: A materialized view created from one or more shared producer tables in separate producer clusters may be stored in a consumer cluster. The materialized view May undergo faster a refresh using an incremental refresh by obtaining snapshots of the producer table and incrementally refreshing based on deltas obtained by the snapshot. The materialized view may undergo various checks to determine whether the materialized view in the consumer resource is refreshable or unrefreshable based on schema compatibility. The materialized view may undergo further checks to determine whether the materialized view in the consumer resource is available or unavailable for incremental refresh based on detection of schema/data rearrangement operations on the producer table.

Abstract: A trained model and/or an edge client running on an edge device may obtain data from a data source (e.g., a security video camera) and determine, based on a result of processing the data using the model, whether to send an indication of an upcoming data/video stream to the provider network (e.g., indicating a bearer modification). The received indication may be used by the provider network to send a request to a serving wireless infrastructure (e.g., telco operator/wireless mobile core) for configuration of one or more resources on behalf of the edge device to process the upcoming data stream. The received indication may be used by the provider network in order to configure one or more resources at the provider network to process the upcoming data stream. The edge device initiates transmission of the data stream from the data source to the provider network via the serving wireless infrastructure.

Abstract: The present disclosure relates to a system and method for facilitating error-free communication of data by enabling transfer of data over audio signal in near-ultra sonic frequencies with specially designed audio emitted using a mixture of frequencies to achieve maximum stability. The method may include randomized emission of data bits over a plurality of frequency ranges to allow temporal and frequency voting. The audio signal transmitted may be received by pre-processing the received audio signal to remove unused frequency bands and unwanted audio artifacts introduced during transmission. The pre-processed audio signal may be further applied with a plurality of audio processing levels to denoise, smoothen the audio signal by going through noise subtraction using unique noise profiles and spectrally gate using curated thresholds. The audio signal may be then demodulated using a unique confidence score based on the power of all the frequencies emitted to find the data transmitted.

Abstract: A federation management service may generate a federated application program interface (API) based on multiple data sources. The federation management service may detect changes to one or more of the multiple data sources, which may result in generation of a new version of the federated API. The changes to the data sources may be documented in a change event log. The change event log may be used to recreate a prior version of the federated API by applying changes of the change event log to a federated schema corresponding to the federated API. A snapshotting technique may capture the state of the federated schema at various points in time, and snapshots may be used to regenerate a prior version of the federated API using the change events of the change event log.

Abstract: In an example embodiment, bid specifications for an ecommerce transaction are transmitted from a party requesting bids to a plurality of bidders. Then a modification to the bid specifications is received from a first bidder of the plurality of bidders along with a bid in accordance with the modified bid specifications. The modified bid specifications may then be transmitted to the plurality of bidders other than the first bidder. Bids in accordance with the modified bid specifications are then received from each of the plurality of bidders other than the first bidder. One of the bids may be selected, and the ecommerce transaction may be consummated based on the selected bid.

Abstract: A computing device for determining a new credit card number that is a continuation match with an old credit card number of a credit card account that has changed numbers comprises a processing element programmed to: receive transactional data for a plurality of credit card numbers, determine a plurality of old credit card numbers and a plurality of new credit card numbers, determine a plurality of clusters of new credit card numbers, convert the transactional data for each old credit card number and the associated cluster of new credit card numbers into snapshots with an image-like data format, train a modified siamese network with instances of snapshots of an old credit card number, a first new credit card number, and a second new credit card number, and use the modified siamese network to determine one new credit card number that is an upgrade of one old credit card number.

Abstract: An electronic gaming device comprising a display device, at least one input mechanism, a processor, and a memory storing a plurality of reel strips, and instructions which cause the processor to: select symbols from the reel strips for display at a plurality of symbol positions; display the symbols selected at the symbol positions; in response to a trigger condition being met, initiate an icon selection instance from which one prize of a set of prizes may be awarded, wherein each prize has an associated prize symbol; determine whether to remove one or more prizes from the set of prizes; display a plurality of selectable icons, each of the icons representing a prize; visually remove the one or more prizes; receive selections of the icons until an end condition of a plurality of end conditions is met; and provide an award.

Abstract: Some embodiments provide a novel method for dynamically deploying gateways for a first network connecting machines. The first network includes segments, routers, and a first gateway that connects to an external network. The method identifies a set of two or more segments that consumes more than a threshold amount of bandwidth of the first gateway. The identified set includes at least first and second segments. The method identifies one or more segment groups by aggregating two or more segments in the identified set. A first segment group includes the first and second segments and a third segment that is not in the identified set of two or more segments. The method configures a second gateway to process flows associated with each identified group including the first group. The method configures a set of routers to forward flows from machines of each segment of each identified group to the second gateway.

Abstract: An address sign can consist of a rectangular enclosure with removable, illuminated alphanumeric characters attached to the front of the enclosure, an electronic control module positioned inside the enclosure, wherein the electronic control module includes a wireless communication unit configured to communicate with a series of electronic devices within a geographical area, and the electronic control module is configured to transmit signals to the illuminated alphanumeric characters.

Abstract: An online meeting system begins the process of connecting a user to an online meeting when a request is received from a user to start or join the online meeting. In response to the request, a pre-meeting user interface (UI) is displayed having a user interface control which, when activated, enables transmission of audio and/or video data for the online meeting, and prior to activation of the control, connection parameters are shared with an online meeting service to preheat the meeting. In response to activation of the control, transmission of audio and/or video data for the online meeting is enabled.

Abstract: Disclosed are various approaches for management and monitoring of delegated scope on devices. In some examples, A management agent on a client device receives a scope delegation profile that specifies a scope to delegate from the management agent to a particular application. A scope delegation software development kit (SDK) consumed by the management agent invokes a function of an operating system (OS)-based policy manager to delegate the scope to the particular application. The management agent receives delegated scope data specifying that the particular application utilized the scope and provides it to the management service.

Abstract: Aspects of fine-grained, dynamic noise pattern learning for voice applications include a vehicle, the vehicle having a body with a cabin. Embedded within the vehicle is a processor coupled to memory. The processor may be configured to embed multimodal data for environment and vehicle data. The embedded acoustic data may be from microphone-captured data in the cabin. The processor may concatenate the embeddings to form a latent vector characterizing the embeddings to thereby estimate a mean and variance of the latent vector using an adaptive time window. The processor may identify a noise type using the mean and variance of the latent vector, the noise type identification being fine-grained via the adaptive time window to accurately emulate vehicle noise.

Abstract: A text dialogue between a first user and a second user is obtained. Based on an analysis of the text dialogue, workflows that are relevant to the text dialogue are identified. A list of the workflows is provided to a client device associated with the first user. An indication of a selection of a particular workflow from the list of the workflow is received from the client device associated with the first user. Based on the particular workflow, a communication session is established between the second user and an automated chatbot associated with the particular workflow.

Abstract: A service analyzes impact of new software updates for various network elements and performs tailored recommendation of software updates to a customer having a network element(s) deployed. The service analyzes impact of a software update based on evaluation of documentation published for the update and data of issues that are at least potentially associated with the software update (e.g., software bugs, vulnerabilities, etc.) to obtain software update metadata and data indicating changes in functionality and/or potential issues affecting the software. The service parses configuration data for the network element(s) based on the update impact data/metadata to extract a subset that is relevant to available software updates.

Abstract: Systems and techniques are described herein for an adaptive camera preview frame rate. For example, a computing device can compare a current image frame of a scene with a previous image frame of the scene. The computing device can determine whether the scene comprises an idle scene scenario based on comparing the current image frame with the previous image frame.