Abstract: A method and system are provided to construct, from a TensorFlow graph, a common intermediate representation that can be converted to a plurality of compiler intermediate representations (IRs), which enables compiler optimization to be applied efficiently.

Abstract: Feeds in a network-based marketplace are described. The system receives a request, over a network, from a user that is associated with feed selection information, and identifies source feeds based on the feed selection information. The source feeds respectively include a first plurality of content elements. The system generates a presentation feed by retrieving a second plurality of content elements from the source feeds. The generating is performed continuously and in real-time. The system segments the presentation feed into pages and generates interfaces that include a first interface based on the pages. The system communicates the first interface, over the network, to the user, responsive to the receiving of the request.

Abstract: A synchronization adapter is coupled to the application that does not support synchronization and generates the necessary synchronization metadata for all data in the application that is to be synchronized. The synchronization adapter then combines the metadata to the actual data to be synchronized to form a synchronization feed. The synchronization feed is stored in an internal cache (or data store) which is internal to the application, or an external cache (or data store), which is external to the application, or it can be stored in both caches. The synchronization adapter also intermittently determines whether the application data has changed, thus warranting a change in its metadata, or whether a synchronization operation is warranted to synchronization operation is warranted to synchronize the data with data in another application. In either case, the synchronization adapter makes the changes to the data, or performs a synchronization operation.

Abstract: Implementations described and claimed herein provide systems and methods for till management. In one implementation, a recycling of notes is triggered using a recycler controller. The notes are recycled using a cash recycler, and the notes corresponding to a till. A coin value of plurality of coins corresponding to the till is recorded using the recycler controller. The coin value is determined by capturing a weight of a set of coins of the plurality of coins corresponding to a designated coin denomination. The weight of the set of coins is captured using a coin scale. The till is validated based on the coin value and the recycling of the notes.

Abstract: An exchange template framework for a data platform. A data provider of the data platform instructs the data platform to generate an exchange template based on compliance rules. In response to determining by the data platform to initiate a compliance report, the data platform maps evidence items for the compliance report from one or more source tables using a data field mapper of the exchange template. The data platform generates compliance program specific views based on the evidence items mapped from the source tables and generates an anonymized view based on the compliance program specific views using an anonymization layer of the exchange template. The data platform provides the anonymized view to an assessor using one or more validation scripts of the exchange template.

Abstract: A filter system and filter suitable for water treatment includes a filter having a housing with a water inlet and an outlet, the housing defining a filtration chamber therein. The filtration chamber has filter media therein having a plurality of at least partially porous filtration beads and a pump for pumping water to the inlet. Such a filtration system enables high nutrient removal thus minimising the food source for algae.

Abstract: A water remediation system and accompanying method includes remediation by reducing the concentration of nutrients in the water and dosing the water with metal ions. It has been found that through a combination of reducing nutrients present in the water and treating with metal ions, the requirement to treat with high chemical dosages is removed.

Abstract: A method for training a machine learning engine for modeling of a physical system includes receiving process data representing measurements of a physical system. The method includes applying a transform to values of the at least two variables of the process data to generate a dimensionless parameter having a parameter value corresponding to each measurement of the physical system for the at least two variables. The method includes training the machine learning engine using a set of generated training data including the non-dimensionalized parameter, to output a prediction of a value of a physical effect of the physical system for values of the variables that are not included in the process data. The method includes controlling an additive manufacturing process for the material by setting the at least one physical property to the value of the at least one process variable during fabrication of a part.

Abstract: A sensing device includes a sensed information transmitting circuit, a control information slave circuit and a mode switching circuit. The sensed information transmitting circuit converts sensed information into a transmission signal compliant with a signal format of a first transmission protocol. The control information slave circuit converts a received signal received from a signal transmission interface into control information according to a second transmission protocol, thereby to configure the sensing device;. The mode switching circuit to activates one of the sensed information transmitting circuit and the control information slave circuit based on a signal on a clock channel of the signal transmission interface, a signal on a data channel of the signal transmission interface or a signal on a power rail of the sensing device, thereby to transmit or receive signals through the signal transmission interface.

Abstract: A method and system are provided to construct, from a TensorFlow graph, a common intermediate representation that can be converted to a plurality of compiler intermediate representations (IRs), which enables compiler optimization to be applied efficiently.

Abstract: This invention relates to novel uses of botulinum neurotoxin in treating a tremor, in particular to a botulinum neurotoxin for use in treating a tremor of the upper limb comprising the administration of a botulinum neurotoxin to at least one muscle of the forearm/wrist, elbow and shoulder, wherein the botulinum neurotoxin is administered to at least one muscle of the forearm/wrist selected from the group of M. extensor carpi ulnaris (ECU), M. extensor carpi radialis (ECR), M. pronator quadratus (PQ) and M. supinator in a dosage in the range of 2 to 6 U and wherein the botulinum neurotoxin is administered to at least one muscle of the elbow in a dosage of about 20 U and to at least one muscle of the shoulder in a dosage of about 15 U.

Abstract: A method for personalizing resource strings within a user interface of a computing device. The method includes accessing a personalization editor via the computing device, and receiving a user modification to a resource string associated with one or more applications. The method also includes storing an original unmodified resource string associated with the resource string, the modified resource string, and the associated applications. The method also includes receiving a request from a first application for a first resource string associated with a specified resource identifier. The method also includes determining if the first resource string has an associated modified resource string stored in the personalized resource string database, and displaying the modified resource string based on the first resource string being determined to be associated with the modified resource string stored in the personalized resource string database.

Abstract: A first database system may receive an access request from a connector module associated with a client application. The access request may include one or more access credentials for accessing a database associated with the first database system. The connector module may transmit one or more access parameters to the first database system. A connection string may be dynamically identified based on the access parameters. The connection string may be transmitted to the connector module, and may be used to establish a connection between the client application and the second database system. The connector module may also provide fallback capability for establishing a connection with a standby database server when a primary database server is unavailable such that open transactions are halted during the transitioning of the connection and resumed thereafter without having to abort the transactions.

Abstract: An apparatus and method for enhanced calibration of radar at the module level supports dual polarization and array calibration and alignment without the use of external test equipment. Utilizing a delay line, loop back capability at the module level allows existing receiver exciter subsystem to be used for calibration. This approach eliminates the need for manual array calibration using external RF monitor subsystem or external test antennas.

Abstract: A method and device for executing an object on a display. The method of executing an object includes receiving a user input to an object displayed on a display; gradually enlarging and displaying the object; and executing the application corresponding to the object as the object is enlarged.

Abstract: A system and method is provided for the quick and efficient transfer of large amounts of data to mobile devices from enterprise asset management software residing on a primary server, via an intermediary server in a seamless and streamlined fashion, making the downloaded data available accessible by users of the mobile devices ahead of time, anywhere and at any time in an offline (disconnected) or online (Internet connected) mode.

Abstract: A method for personalizing resource strings within a user interface of a computing device. The method includes accessing a personalization editor via the computing device, and receiving a user modification to a resource string associated with one or more applications. The method also includes storing an original unmodified resource string associated with the resource string, the modified resource string, and the associated applications. The method also includes receiving a request from a first application for a first resource string associated with a specified resource identifier. The method also includes determining if the first resource string has an associated modified resource string stored in the personalized resource string database, and displaying the modified resource string based on the first resource string being determined to be associated with the modified resource string stored in the personalized resource string database.