Abstract: A distributed inventory system is made up of multiple regions, each of which includes a document-based database and an inventory management system. The document-based database maintains documents regarding inventory counts for different items of inventory. The inventory management system updates the inventory counts in the documents in its database in response to client requests (e.g., due to an item being ordered or returned by a customer) and in response to replication data received from other regions indicating changes to the inventory counts in the documents maintained in document-based databases in those other regions. Each region is assigned a particular inventory count for an item and can, in response to the inventory count in a region getting too low, rebalance the inventory count distribution by transferring inventory count from one region to another.

Abstract: Techniques are disclosed for processing data packets by a hardware-based networking device configured to disaggregate processing of data packets from hosts of a virtualized computing environment. The hardware-based networking device includes a hardware-based component implementing a plurality of behavioral models indicative of packet processing graphs for data flows in the virtualized computing environment. A data packet having a source from or destination to an endpoint in a virtual network of the virtualized computing environment is received. Based on determining that the data packet is a first packet of a data flow to or from the endpoint, one of the behavioral models is mapped to the data flow. The packet is modified in accordance with the mapped behavioral model. A state of the data flow is stored. Subsequent data packets of the data flow are processed based on the stored state.

Abstract: A device is disclosed. The device includes a channel, a first source-drain region adjacent a first portion of the channel, the first source-drain region including a first crystalline portion that includes a first region of metastable dopants, a second source-drain region adjacent a second portion of the channel, the second source-drain region including a second crystalline portion that includes a second region of metastable dopants. A gate conductor is on the channel.

Abstract: Systems, methods and computer software are disclosed for providing for providing a 5G mobile network. In one embodiment a method is disclosed, comprising: providing a first base station having a first coverage area for a first Radio Access Network (RAN); providing a second base station having a second coverage area, the second coverage area within the first coverage area of the first base station for an overlay RAN; providing a 5G base station having a third coverage area, the third coverage area within the first coverage area and within the second coverage area and part of the overlay RAN; and determining, by a 5G Interworking Function (IWF) device, which subscribers are to be serviced by the overlay RAN and which subscribers are to be serviced by the first RAN.

Abstract: Methods and apparatuses for processing transactions involving money movements using a policy engine are disclosed.

Abstract: A robotic surgical system includes a kinematic chain defined by components of a manipulator and a surgical tool including an energy applicator. At least one controller identifies that one or more components of the kinematic chain other than the energy applicator is either experiencing or will experience an undesired orientational motion. The at least one controller changes operation of the manipulator to mitigate for the present or expected undesired orientational motion.

Abstract: Methods and apparatuses for performing money movement transactions with a policy orchestrator are disclosed. In some embodiments, the method includes: for each transaction of a plurality of transactions in a commerce platform, where said each transaction specifies a money movement to be made by a payment processor of a commerce platform, receiving a request for a license to make the money movement, evaluating whether the money movement associated with said each transaction is a legal money movement, and issuing the license for said each transaction in response to determining the money movement associated with the transaction is a legal money movement. The method also includes subsequently receiving said each transaction when its associated money movement is to be committed, checking whether a valid license exists for said each transaction, and sending said each transaction to the book keeping system of the commerce platform if said each transaction has a valid license.

Abstract: Methods and apparatuses are disclosed for performing money movement transactions with a reserved amount retained from a payout. In some embodiments, the method comprises intercepting a plurality of transactions received via network communications, where each transaction of the plurality of transactions specifying a money movement and having a book keeping system of a commerce platform as a destination. The method also includes, for each intercepted transaction, performing a policy evaluation process that includes determining if a fund flow transformation rule applies to each intercepted transaction based on attributes associated with each intercepted transaction and modifying at least one intercepted transaction by changing the money movement according to the fund flow transformation rule into a plurality of money movements with specified balances to complete each money movement of the plurality of money movements, with one money movement to reserve a portion of a transaction amount.

Abstract: Various embodiments are described regarding admitting for performance ordered operations of atomic transactions across a distributed database. In some embodiments, a node of a distributed system receives and accumulates requests for operations over a period of time. The node can then order the requests based on certain criteria, such as by timestamps of associated transactions. The node can then perform an admission control on the ordered requests, until a capacity of the node to perform the requests for operations is exceeded. During the admission control process, those requests for operations received within the period of time that are not admitted can be rejected by the node.

Abstract: A method and systems for generating interpretable and embeddings for a domain-specific small corpus of text-based documents are described. A processing module may obtain the plurality of text-based documents and perform a basic cleaning of each of the plurality of text-based documents. Further, the semantic infusion module may generate the semantically infused corpus using the semantic infusion technique. An embedding generation module is configured to compute the optimal dimensionality for the infused corpus and generate the infused optimal dimensional embeddings using word2vec technique. Further, the embedding generation module is configured to generate baseline optimal dimensional embeddings which can be used to evaluate in terms of interpretability and downstream classification task performance.

Abstract: Systems and methods for natural language processing are described. Embodiments of the present disclosure receive plain text comprising a sequence of text entities; generate a sequence of entity embeddings based on the plain text, wherein each entity embedding in the sequence of entity embeddings is generated based on a text entity in the sequence of text entities; generate style information for the text entity based on the sequence of entity embeddings; and generate a document based on the style information.

Abstract: Techniques are described herein for translating a source code snippet from a first programming language to a second programming language independently of sequence-to-sequence decoding. In various implementations, the source code snippet written in the first programming language may be processed using an encoder portion of a transformer network to generate an embedding of the source code snippet. The embedding of the source code snippet may be processed using an all-pair attention layer to generate an attended embedding of the source code snippet. The attended embedding of the source code snippet may be processed using an output layer to generate, by way of a single transformation of the attended embedding of the source code snippet, data indicative of a translation of the source code snippet in the second programming language.

Abstract: Methods, systems and computer program products are provided for query understanding. A non-focused query quantifier generates non-focused query features that quantify a non-focused query and a non-focused query predictor generates a prediction associated with the non-focused query based on the non-focused query features.

Abstract: An electronic device stores a plurality of vector representations for respective media content items in a vector space, where each vector represents a media content item. The electronic device receives a first set of input parameters representing a previous session of a user of the media-providing service where the previous session included two or more of the respective media content items. The electronic device then receives a second set of input parameters representing a current context of the user and provides the first set of input parameters and the second set of input parameters to a neural network to generate a prediction vector for a current session. The prediction vector is embedded in the vector space.

Abstract: A multilayer flexible film for packaging a transdermal patch product comprising a pharmaceutical active agent comprises: a product-contacting sealing layer comprising a co-polyester having a surface energy of at least 50 dyne/cm2; and one or more layers above the product-contacting sealing layer. The pharmaceutical active agent may comprise nicotine. An average adhesion force to peel the transdermal patch from the product-contacting sealing layer may be less than 100 g/inch (39.37 g/cm).

Abstract: Embodiments described herein may be related to transistor structures where dimpled spacers, which may also be referred to as inner spacers or offset spacers, may be formed around gates within an epitaxial structure such that the epitaxial material adjacent to the dimpled spacer is uniform and/or defect free. In embodiments, forming the dimpled spacers occurs after epitaxial growth. Other embodiments may be described and/or claimed.

Abstract: Gate-all-around integrated circuit structures having necked features, and methods of fabricating gate-all-around integrated circuit structures having necked features, are described. In an example, an integrated circuit structure includes a vertical stack of horizontal nanowires. Each nanowire of the vertical stack of horizontal nanowires has a channel portion with a first vertical thickness and has end portions with a second vertical thickness greater than the first vertical thickness. A gate stack is surrounding the channel portion of each nanowire of the vertical stack of horizontal nanowires.

Abstract: Embodiments of the present disclosure include integrated circuit structures having differentiated channel sizing, and methods of fabricating integrated circuit structures having differentiated channel sizing. In an example, a structure includes a memory region having a first vertical stack of horizontal nanowires having a first number of nanowires. The integrated circuit structure also includes a logic region having a second vertical stack of horizontal nanowires spaced apart from the first vertical stack of horizontal nanowires. The second vertical stack of horizontal nanowires has a second number of nanowires less than the first number of nanowires.

Abstract: A method for detecting semantic trends within the categorical datasets from text-based documents includes using a processing module to obtain the plurality of text-based documents and perform a basic cleaning of each of the plurality of text-based documents. A semantic infusion module may generate an infused sentence in each of the plurality of text-based documents by inserting a word “A_ class (Ci) _time (Tj)” based on a computed infusion frequency value (Ifreq). A pattern generation module is configured to generate semantic trends by extracting the trending items from the word vector representation created by a word vector module, for each word of each infused sentence of each of the plurality of text-based documents.

Abstract: Disclosed are systems and techniques for performing mapping using radio frequency (RF) sensing. For instance, a server can obtain a first set of RF sensing data and orientation data corresponding to a first wireless device from a plurality of wireless devices. The first set of RF sensing data can be associated with at least one received waveform that is a reflection of a transmitted waveform from a first reflector. Based on the first set of RF sensing data, orientation data, and location data corresponding to the first wireless device, an indoor map can be generated that includes a reference to the reflector.