Abstract: Methods and apparatus consistent with the invention provide the ability to organize, index, search, and present time series data based on searches. Time series data are sequences of time stamped records occurring in one or more usually continuous streams, representing some type of activity. In one embodiment, time series data is stored as discrete events time stamps. A search is received and relevant event information is retrieved based in whole or in part on the time stamp, a keyword indexing mechanism, or statistical indices calculated at the time of the search.

Abstract: Systems, methods, and computer-readable media are disclosed for estimating impressions for a digital out of home (DOOH) advertising spaces (e.g., digital billboards and screens). A DOOH advertising system may determine the location of relevant DOOH advertising spaces and the location of certain consumers with known attributes and a known location. Based on this information the DOOH advertising system may estimate a number of impressions for a given DOOH advertising space and a given consumer segment associated with attributes of consumers within a certain distance from the DOOH advertising space. Using this information, the DOOH advertising spaces having the highest estimated impressions for a given consumer segment may be identified.

Abstract: A renal therapy system is disclosed. In an example, the renal therapy system includes a home renal therapy machine that stores, to a log file, dates of when renal therapies were performed and a type of each renal therapy that was performed. The system also includes a server that receives the log file from the home renal therapy machine. The server compares the dates and types of performed renal therapies stored in the log file to a device program that specifies dates for performing renal therapies and the types of renal therapies to be performed. The server displays a flag in a user interface of a clinician computer when there is a deviation from the comparison.

Abstract: In one embodiment, a system may generate a hologram by processing a first image using a machine-learning model. The system may generate a second image based on at least a portion of the hologram using a processing model that is configured to simulate interactions between a light source and the hologram. The system may compare the second image to the first image to calculate a loss based on a loss function. The system may update the machine-learning model based on the loss between the first image and the second image. The updated machine-learning model is configured to process one or more input images to generate one or more corresponding holograms.

Abstract: A method, telecommunications node and computer data signal message are provided for optimising the virus scan process in a network with multiple nodes. When a node scans a message for viruses, it also includes in the message a virus scan tag indicating that the message was scanned and is virus-free. Optionally, the virus scan tag includes a virus scan application Id and a virus definition file Id of the application and virus definition file used for the scan. Also optionally, the message comprises security information, such as an electronic signature, encryption, integrity check information, or the sender's node Id. The receiving side may analyse the security information from the message, and if the content is determined to be trusted, may further check the virus scan tag to determine if the message was already scanned for viruses. If so, the receiving side may skip scanning the message again for viruses.

Abstract: A system, method, and apparatus are provided for sending a calling party number for a roaming mobile station to a called party. The roaming mobile station subscriber dials an abbreviated number, corresponding to a full directory phone number, which is received by a visited public land mobile network (V-PLMN) . The V-PLMN queries a service control point (SCP) to determine routing instructions corresponding to the abbreviated number. During the query, the SCP stores the calling party number in a register. The SCP transmits the routing instructions appended with an index and an identification number for the SCP. The V-PLMN uses the route instructions to route the call generated by the mobile station to a switching point serving the called party. The switching point then uses the index to retrieve the stored called party number from the SCP.