Abstract: A physical container (e.g., a battery) may be filled up (charged) or emptied (discharged) with energy commensurate with requirements to post a particular amount of collateral. The disclosure provides computing systems and methods for processing data using a novel combination of wavelet techniques and rolling techniques to more efficiently detect seasonality in particular products (e.g., energy products) to more accurately model and determine collateral/margin requirements. A clearinghouse computing device may be configured to generate a margin requirement for a portfolio of products and may include a processor to process instructions that cause the clearinghouse computing device to perform wavelet decomposition and rolling methods on a historical database of records.

Abstract: A physical container (e.g., a battery) may be filled up (charged) or emptied (discharged) with energy commensurate with requirements to post a particular amount of collateral. The disclosure provides computing systems and methods for processing data using a novel combination of wavelet techniques and rolling techniques to more efficiently detect seasonality in particular products (e.g., energy products) to more accurately model and determine collateral/margin requirements. A clearinghouse computing device may be configured to generate a margin requirement for a portfolio of products and may include a processor to process instructions that cause the clearinghouse computing device to perform wavelet decomposition and rolling methods on a historical database of records.

Abstract: A computing system can receive event data corresponding to a user's experience with a network service. Based on the event data, the system can generate a set of representations that correspond to the user's experience with the network service. The representations may be analyzed and/or filtered by an artificial intelligence model executing on the computing system, which can predict negative experiences of users at future time intervals. Based on these predictions, the computing system can implement a set of corrective actions to steer the user experience to a more positive path.

Abstract: A clearinghouse computing device may be configured to generate a margin requirement for a portfolio of financial products and may include a processor to process instructions that cause the clearinghouse computing device to retrieve a plurality of pricing records from a historical pricing database, process the plurality of pricing records to generate rolling time series pricing records for at least one financial product having a plurality of dimensions, reduce the number of dimensions from a starting dimension to a reduced dimension, perform variance scaling and correlation scaling on the reduced dimension rolling time series pricing records, and generate a margin requirement based on a value-at-risk calculation.

Abstract: A clearinghouse computing device may be configured to generate a margin requirement for a portfolio of financial products and may include a processor to process instructions that cause the clearinghouse computing device to retrieve a plurality of pricing records from a historical pricing database, process the plurality of pricing records to generate rolling time series pricing records for at least one financial product having a plurality of dimensions, reduce the number of dimensions from a starting dimension to a reduced dimension, perform variance scaling and correlation scaling on the reduced dimension rolling time series pricing records, and generate a margin requirement based on a value-at-risk calculation.

Abstract: The disclosed computer-implemented method for preventing malicious applications from exploiting application services may include (i) identifying an attempt by an application, executing within a sandboxed environment that isolates the application's data and code execution from at least one other application executing within an operating system on the computing device, to launch at least one application service, (ii) determining that the application represents a potential security risk, (iii) prompting a user of the computing device to remediate the potential security risk posed by the application by performing a recommended security action, and (iv) while waiting for the user to perform the recommended security action, securing the computing device by blocking the attempt by the application to launch the application service. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: A clearinghouse computing device may be configured to generate a margin requirement for a portfolio of financial products and may include a processor to process instructions that cause the clearinghouse computing device to retrieve a plurality of pricing records from a historical pricing database, process the plurality of pricing records to generate rolling time series pricing records for at least one financial product having a plurality of dimensions, reduce the number of dimensions from a starting dimension to a reduced dimension, perform variance scaling and correlation scaling on the reduced dimension rolling time series pricing records, and generate a margin requirement based on a value-at-risk calculation.

Abstract: Advanced Encryption Standard (AES) is an encryption algorithm for securing sensitive unclassified material by U.S. Government agencies and, as a consequence the de facto encryption standard for commercial applications worldwide. Performing concurrent error detection (CED) for protection of such a widely deployed algorithm is an issue of paramount importance. We present a low-cost CED method for AES. In this method, we make use of invariance properties of AES to detect errors. For the first time, the invariance properties of the AES, which are for the most part used to attack the algorithm, are being used to protect it from fault attacks. Our preliminary ASIC synthesis of this architecture resulted in an area overhead of 13.8% and a throughput degradation of 16.67%.

Abstract: An apparatus for reprocessing tealeaves comprising a Mixer; a motor or hopper to run the mixer; a funnel attached to the mixer for adding the tealeaves in the mixer; a fan blender; a conveyor belt; a motor to run the conveyor belt; an infrared system and chamber; a microwave chamber; a swing type shielded doors on both ends of the microwave chamber; a vacuum packaging machine; a glass casing for housing the conveyor belt, infrared red chamber, microwave chamber and vacuum packaging; Controller power unit; supporting and storage frame; wherein the conveyor belt, is affixed laterally on the supporting frame with one side of the supporting frame supporting a wall on which the funnel, mixer, blender and motor/hopper are mounted; and the other side of the supporting frame is attached to the vacuum packaging machine; and whereas the infrared chamber and microwave chamber are mounted on top of the conveyor belt; and whereas the conveyor belt, infrared chamber and microwave chamber and the vacuum packaging machine ar

Abstract: Advanced Encryption Standard (AES) is an encryption algorithm for securing sensitive unclassified material by U.S. Government agencies and, as a consequence the de facto encryption standard for commercial applications worldwide. Performing concurrent error detection (CED) for protection of such a widely deployed algorithm is an issue of paramount importance. We present a low-cost CED method for AES. In this method, we make use of invariance properties of AES to detect errors. For the first time, the invariance properties of the AES, which are for the most part used to attack the algorithm, are being used to protect it from fault attacks. Our preliminary ASIC synthesis of this architecture resulted in an area overhead of 13.8% and a throughput degradation of 16.67%.

Abstract: Generally described, embodiments of the present invention provide a system and method for determining what files of a consumer computer should have protection copies included in a backup and what files should be excluded from the backup. Additionally, embodiments of the present invention provide a method and system for recovering files and/or directories from multiple types of temporal versions, such as backup copies and total copies, and also provide the ability to recover from either local temporal versions or remote temporal versions. Still further, embodiments of the present invention provide the ability to only create a protection copy for a portion of a file that has changed since a previous protection copy of a file was created and stored.