Abstract: Systems, methods and media for adaptive real time modeling and scoring are provided. In one example, a system for automatically generating predictive scoring models comprises a trigger component to determine, based on a threshold or trigger, such as a detection of new significant relationships, whether a predictive scoring model is ready for a refresh or regeneration. An automated modeling sufficiency checker receives and transforms user-selectable system input data. The user-selectable system input data may comprise at least one of email, display or social media traffic. An adaptive modeling engine operably connected to the trigger component and modeling sufficiency checker is configured to monitor and identify a change in the input data and, based on an identified change in the input data, automatically refresh or regenerate the scoring model for calculating new lead scores. A refreshed or regenerated predictive scoring model is output.

Abstract: Methods, machine readable media and systems for near-field electromagnetic simulation for side-channel emission analysis of an integrated circuit (IC) are described. In one embodiment, a method can include the following operations: simulating EM field strengths for a plurality of grid partitions of a circuit area of the IC based on a cryptographic work load applied to a model of the IC; identifying one or more of the grid partitions as a security sensitive region for the IC based on the EM field strengths, wherein one or more grid partitions outside of the security sensitive region are identified as non-security sensitive regions for the IC; and simulating EM fields for the IC to perform the EM side-channel emission analysis, wherein contributions of the EM fields from the non-security sensitive regions for the EM side-channel emission analysis are based on a linear superposition of wire currents in the non-security sensitive regions of the IC.

Abstract: A method evolves generic computational building blocks. The method obtains a parent population with programs that encode functions. The method also obtains a list of randomly generated test inputs. The method generates a target dataset that includes input-output pairs of randomly generated binary strings. The method also applies a fitness function to assign a fitness score to each program, based on the target dataset. The method grows a seed list by applying genetic operators, and selecting offspring that satisfy a novelty condition. The novelty condition is representative of an ability of a program to produce unique output for the list of randomly generated test inputs. The method iterates until a terminating condition has been satisfied. The terminating condition is representative of an ability of programs in the seed list to solve one or more genetic programming instances.

Abstract: A method and apparatus for improving mobile application that enable: unpacking a first mobile application to obtain contents including codes and resource data of the first mobile application; setting a name space for the resource data of the first mobile application and of a second mobile application; assembling the codes of the first and second mobile applications; and packing the assembled codes of the first and second mobile applications, the resource data of the first and second mobile applications, and data of the name space to create an improved mobile application, wherein the method further comprises capturing images of the improved mobile application; using neural network to determine a category for the captured images; and extracting features in the captured images according to the category to monitor status or gather data from the improved mobile application.

Abstract: Provided is a method of simulating a quantum computing system having an error correction function. The method includes generating a quantum information density matrix, generating a coded density matrix by performing quantum error correction coding on the quantum information density matrix, applying quantum computing to the coded density matrix and calculating a change in a first reliability of the coded density matrix, applying the quantum computing to the quantum information density matrix and calculating a change in a second reliability of the quantum information density matrix, and determining an operation time of the quantum computing, based on the change in the first reliability and the change in the second reliability.

Abstract: A method for discovering optimal algorithms is provided. The method comprises defining a starting condition for a program defining a number of program targets, wherein the program targets map program user-specified inputs to expected outputs, defining a number of program objectives, and defining a number of program constraints. An iterative optimization problem is then initialized to solve for the resulting program. A determination is made if defined termination conditions have been met according to the program targets and optimization objectives. Responsive to the defined termination conditions not being met an update to the program is selected by addition or subtraction of operations, the updated program is evaluated according to the program targets, the number of program objectives are evaluated, and the optimization problem is re-iterated. Responsive to the defined termination conditions being met, the program is reassembled into an instruction set.

Abstract: With regard to a function group including all or some functions included in one of multiple binary codes stored in the memory device, a binary code including a first function that is executed at a first timepoint is loaded into a first memory area at a second timepoint that precedes the first time point, thereby minimizing the operation delay time of the memory system, and minimizing the overhead occurring in the processing of calling a specific function.

Abstract: A method for managing features for a search system using declarative metadata. The method includes receiving search metadata including declarative statements identifying at least one search feature to be enabled across a plurality of components of the search system, performing functional verification of the at least one search feature, testing the at least one search feature, and enabling the at least one search feature in at least one of the plurality of components of the search system in response to positive functional verification and positive testing.

Abstract: Discussed herein are devices, systems, and methods for determining whether to conduct a mission. A method can include partitioning, by processing circuitry configured to implement a model for determining a value representing a probability that operation of an electronic part of a device will be upset by a single event effect (SEE), a trajectory of the device into disjoint time segments. The method can include determining, based on an effective shielding of the device and one or more flux lookup tables (LUTs) for each of the time segments, respective SEE rates experienced by the electronic part for each time segment. The method can include determining, based on the determined respective SEE rates and using the model, the probability. The method can include permitting the device to traverse the trajectory only if the determined probability is less than a specified threshold.

Abstract: Methods and systems are disclosed for optimizing compilation efforts for design debug based on formal analyses. The method includes accessing a circuit design, automatically determining a segment as being a design region of interest, identifying a behavior within the segment for performing at least one verification test, compiling the segment without compiling a remainder of the circuit design, and providing performance indicators corresponding to the behavior within the segment based on the segment as compiled.

Abstract: A method for training a probabilistic encoder-decoder having a latent space, the method including: extracting different types of medical data for a group of individuals; creating a data matrix X including the extracted medical data, wherein each row of the data matrix X includes data for one of the group of individuals; creating condition matrix C including features to define a clinical condition, wherein each row of the condition matrix C includes the condition data for one of the group of individuals; and training the encoder and the decoder to learn the latent space by minimizing the reconstruction loss and using a regularization effect to force clinically similar inputs to be close together in the latent space.

Abstract: A system, method, and computer program product for identifying consumer items more likely to be bought by an individual user. In some embodiments, a collaborative filter may be used to rank items based on the degree to which they match user preferences. The collaborative filter may be hierarchical and may take various factors into consideration. Example factors may include the similarity among items based on observable features, a summary of aggregate online search behavior across multiple users, the item features determined to be most important to the individual user, and a baseline item against which a conditional probability of another item being selected is measured.

Abstract: A system, method, and computer-readable medium for performing a data center monitoring and management operation. The data center monitoring and management operation includes: monitoring an interaction of a user with a data center monitoring and management console throughout a plurality of developer journey steps, the interaction of the user including interaction with a plurality of application program interfaces; analyzing the interaction with the plurality of application program interfaces associated with each of the plurality of developer journey steps; and, generating an application program interface readiness score for each of the plurality of application program interfaces based upon the analyzing.

Abstract: A simulation model of a multilayer capacitor for three-dimensional electromagnetic simulation includes a pair of input/output ports, a plate-shaped first internal electrode model and a plate-shaped second internal electrode model between the pair of input/output ports. A capacitance, an equivalent series resistance, and an equivalent series inductance obtained from an actually measured value of an impedance characteristic of the multilayer capacitor are set for the first internal electrode model and the second internal electrode model. The first internal electrode model faces two side surfaces opposed in a width direction of the multilayer capacitor. The second internal electrode model faces two main surfaces opposed in a height direction intersecting the width direction of the multilayer capacitor.

Abstract: Various systems and methods for enabling derivation and distribution of an attestation manifest for a software update image are described. In an example, these systems and methods include orchestration functions and communications, providing functionality and components for a software update process which also provides verification and attestation among multiple devices and operators.

Abstract: Systems and methods for generating a load model having composite load components for electric power systems are disclosed which include acquiring state information at a bus of the electric power system, acquiring a training event record, and generating the load model by sequentially executing steps of determining a final load component composition for a predetermined composite load model structure referencing to both the state information and the training event record, and determining a plurality of final load parameters corresponding to the final load component composition and the predetermined load model structure also referencing to both the state information and the training event record.

Abstract: A simulation method and device, a power wire topology network, and a test circuit involve: a power wire topology network is generated according to a power wire layout, the power wire topology network including a plurality of first layer of metal wires arranged in a transverse direction, a plurality of second layer of metal wires arranged in a longitudinal direction, power child nodes and a parasitic element, the parasitic element being located between the two power child nodes; a minimum voltage of the power input node of each circuit nodule in a circuit corresponding to the power wire topology network is determined, the power input node being one of the power child nodes in each circuit module; and a time sequence simulation is performed according to the minimum voltage of the power input node of each circuit module and the post-simulation circuit network list of an integrated circuit.

Abstract: Various computing technologies for various reverse engineering platforms capable of outputting, including creating or generating, a human readable and high level source code, such as C, Fortran, LISP, or BASIC, from various binary files, such as application binaries, executable binaries, or data binaries, in an original language as developed pre-compilation. For example, some of such reverse engineering platforms can be programmed to disassemble binary files from different process architectures, identify various code optimizations as compiler introduced, reverse or unwind various compiler optimizations (de-optimize), and generate a human readable and high-level source code from de-optimized data.

Abstract: In some implementations, a client device receives, from a developer system, a page link to obtain a plurality of related software widgets. The client device receives, via a graphical user interface of the client device, a selection of the page link. The client device receives, from the developer system, metadata associated with the page link. The client device receives the plurality of related software widgets based on the metadata. The client device installs the plurality of related software widgets on the client device. The plurality of related software widgets is configured to be displayed on a next available navigation pane window of the graphical user interface in accordance with corresponding sizes and positions indicated in the metadata.

Abstract: A system, method and software product emulate and profile an application playing on a mobile device. The mobile device is emulated using a model based upon characteristics related to performance of the mobile device. The application is played and monitored within the model to determine resource utilization of the application for the mobile device.