Abstract: Systems, computer program products, and methods are described herein for implementing data analytics in a mainframe environment. The present invention is configured to determine one or more data analytics resources associated with natural language processing algorithms; initiate one or more compiler protocols on the one or more data analytics resources to build one or more executable code for the one or more data analytics resources capable of being executed on a mainframe environment; establish a communication link with a job control language (JCL) subsystem associated with the mainframe environment; transmit the one or more executable code for the one or more data analytics resources to the JCL subsystem; generate one or more job control statements configured to be executable on the mainframe environment; generate a log of the one or more job control statements; and initiate an execution of the one or more job control statements on the mainframe environment.

Abstract: Systems, apparatuses, and methods related to using memory device sensors are described. Some memory system or device types include sensors embedded in their circuitry. For instance, another device can be coupled to a memory device with an embedded sensor. The memory device can transmit a signal representing sensor data generated by the embedded sensor using a sensor output coupled to the other device. A controller coupled to a memory device may determine one or more threshold values of a sensor or sensors embedded in a memory device. The memory device may transmit an indication responsive to one or more sensors detecting a value greater or less than a threshold and may transmit the indication to another device.

Abstract: A method for monitoring multiple servers in one or more server clusters includes collecting and recording sensor data (SDR data) and storing the SDR as a predetermined file format into a specified storage area. The SDR stored in the specified storage area is analyzed according to a predetermined analysis rule to determine whether the SDR comprises data indicating abnormal functioning on a moment-by-moment basis SDR. When the SDR indicates an abnormality, SDR warning information corresponding to the abnormality SDR is outputted. A server monitoring device utilizing the method and a non-transitory storage medium are also provided.

Abstract: A set command is issued to transfer a diagnostic parameter record to a communication component of the computing environment. The diagnostic parameter record specifies a diagnostic action to be taken by the communication component to obtain diagnostic information and specifies a version of the diagnostic information to be obtained. Based, in part, on issuing the set command, the diagnostic information is obtained. The version of the diagnostic information obtained is the version specified, based on the version specified being supported by the communication component.

Abstract: A method for scheduling tasks includes receiving input that was acquired using one or more data collection devices, and scheduling one or more input tasks on one or more computing resources of a network, predicting one or more first tasks based in part on the input, assigning one or more placeholder tasks for the one or more predicted first tasks to the one or more computing resources based in part on a topology of the network, receiving one or more updates including an attribute of the one or more first tasks to be executed as input tasks are executed, modifying the one or more placeholder tasks based on the attribute of the one or more first tasks to be executed, and scheduling the one or more first tasks on the one or more computing resources by matching the one or more first tasks to the one or more placeholder tasks.

Abstract: A computer-implemented method for integrating client portals of underlying data processing applications through a shared log record, including: storing one or more log records that are each shared by the process management application and the version control application; receiving instructions through a user interface that integrates, through the shared one or more log records, the process management client portal with the version control client portal; in response to the receiving of the instructions, executing the received instructions, the executing of the received instructions including: selecting, by the version control application, a particular version of the rule from the multiple versions of the rule stored in the system storage; and transitioning, by the process management application, the particular version of the rule from the first state of the plurality of states to the second, different state of the plurality of states.

Abstract: An example includes the following operations: identifying parameters associated with a test program, where the parameters are based on at least one of a device under test (DUT) to be tested by the test program or a type of test to be performed on the DUT by the test program; assigning weights to the parameters; generating a numerical value for the test program based on the parameters, the weights, and equations that are based on the parameters and the weights, where the numerical value is indicative of a complexity of the test program; and using the numerical value to obtain information about effort needed to develop future test programs.

Abstract: A system for monitoring a computing platform configured to receive a particular metric from metrics associated with the computing platform. A plurality of layers of the computing platform are monitored. Monitoring parameters of the plurality of layers of the plurality of layers are determined. Heuristics of each monitoring parameter are determined over a time period. Monitoring packages are created from the monitoring parameters based on correlations between groups of monitoring parameters, the plurality of layers, and the metrics. Based on the particular metric, a string of monitoring packages is dynamically created from the monitoring packages. A behavior of the particular metric is determined in a configurable time duration in the future using the dynamically created string of monitoring packages. Possible failures of the computing platform related to the particular metric are predicted in an environment of the computing platform based on the determined behavior of the particular metric.

Abstract: This disclosure describes techniques implemented partly by a service provider network for containerizing applications. In an example, the techniques may include determining one or more processes to be included in a containerized version of an application, preparing and initializing a sandbox including at least executable files of the one or more determined processes, monitoring the execution of a particular process of the one or more determined processes in the sandbox to determine one or more dependencies of the particular process, and selecting the one or more dependencies of the particular process to be components of the containerized version of the application.

Abstract: A server includes one or more processors configured to determine relationships between one or more executable files, one or more library files, and one or more application programming interfaces (APIs) of a first application, and compare the determined relationships of the first application to determined relationships between one or more executable files, one or more library files, and one or more APIs of a second application. An indication of a matching status between the first and second applications is provided based on the compare.

Abstract: There is provided a conversion apparatus with which a secure computation execution environment may be easily constructed. The conversion apparatus comprises an input part and a conversion part. The input part inputs a source code. The conversion part converts the input source code so that a secure computation compiler processes it based on setting information relating to secret computation executed by a plurality of secure computation servers.

Abstract: A usage amount monitoring method is provided. The method may include: recording a usage amount time that records a maximum usage amount of the central processing unit (CPU) by recording a start time and an end time of task and interrupt service routine (ISR); storing data in a non-volatile memory by obtaining the maximum usage amount of the CPU, an engine revolutions per minute (RPM), a software operating mode, a fault code, a number of tasks started, and a task response time; and transmitting relevant information that is delivered to an external communication such that the relevant information may be confirmed in a personal computer (PC) in a chronological order after storing a previous record in the chronological order when the maximum usage amount of the CPU is updated.

Abstract: Methods, systems, and computer-readable media for request authorization using service coordination are disclosed. An authorization data structure and an operation data structure are selected based at least in part on a request for an operation. The authorization data structure comprises a directed acyclic graph representing a flow of data between service operations associated with authorization of the operation, and the operation data structure comprises a directed acyclic graph representing a flow of data between a service operations associated with execution of the operation. Authorization of the operation is attempted using the authorization data structure, comprising invoking one or more of the service operations associated with authorization. If the authorization is successful, then the execution of the operation is initiated using the operation data structure, comprising invoking one or more of the service operations associated with execution.

Abstract: The system receives exemplary time-series sensor signals comprising ground truth versions of signals generated by a monitored system associated with a target use case and a synchronization objective, which specifies a desired tradeoff between synchronization compute cost and synchronization accuracy for the target use case. The system performance-tests multiple synchronization techniques by introducing randomized lag times into the exemplary time-series sensor signals to produce time-shifted time-series sensor signals, and then uses each of the multiple synchronization techniques to synchronize the time-shifted time-series sensor signals across a range of different numbers of time-series sensor signals, and a range of different numbers of observations for each time-series sensor signal. The system uses the synchronization objective to evaluate results of the performance-testing in terms of compute cost and synchronization accuracy.

Abstract: A computer system for testing a user interface (UI) includes a test creation module, a test execution module, a path entry module, and an analysis module. The test creation module obtains testing parameters including a UI location and goal criteria. The test execution module obtains a state of the UI based on the location, sets a current position to a predetermined location, executes tests according to the obtained state and the current position, stores test distance or test data results from completed UI tests, and determines a shortest path toward the goal in the UI based on the completed UI tests. The path entry module receives preferred path information and accordingly generates a preferred path toward the goal. The analysis module compares the determined shortest path to the generated preferred path and outputs an analysis result according to the comparison of the determined shortest path to the generated preferred path.

Abstract: Operations include a compilation process and a runtime process. A compiler compiles code to generate virtual machine instructions. The compiler further generates information referencing respective parameter types of the parameters of a target virtual machine instruction. The compiler stores the information external to and in association with the target virtual machine instruction. The information may be included in another virtual machine instruction that precedes the target virtual machine instruction. A runtime environment processes the target virtual machine instruction based on the information stored external to and in association with the target virtual machine instruction. Parameter types referenced by the external information override parameter types that are (a) referenced by the target virtual machine instruction itself, (b) deduced by the runtime environment and/or (c) stored directly in association with the parameter values.

Abstract: A runtime environment generates a proxy class in response to detecting a request for a proxy object. The proxy class implements a set of interfaces specified by the request for the proxy object. The runtime environment selects or generates a proxy module, in a module system, to include the proxy class. The runtime environment exposes interfaces from other modules to the proxy module using a qualified export that does not expose the interfaces to modules other than the proxy module. The runtime environment does not expose the proxy class, of the proxy module, to other modules in the module system.

Abstract: A judgment method for hardware compatibility is disclosed. The judgment method is operated with a first electrical device and a second electrical device having a plurality of transmission interfaces. The judgment method is started after the first electrical device electrically connected to one of the transmission interfaces of the second electrical device. The judgment method includes an interface information capturing process, a compatibility comparison process, a compatibility determination process and a recommendation execution process. In the interface information capturing process, the interface information of the transmission interface of the second electrical device connected to the first electrical device is captured. In the compatibility comparison process, the interface information is compared with a compatibility database to obtain a comparison result.

Abstract: Techniques for detecting a data race condition between multiple execution engines of an integrated circuit device are provided. Computations and data movements involving execution engines of an integrated circuit may be described with a flow graph, where graph nodes represent computation or data movement operations and graph edges represent dependencies between the operations. When a graph has incorrect dependencies, data races may result. To detect data race conditions, compiler-generated vector clocks that track the relationships of operations performed by various execution engines may be used to determine concurrent operations between nodes of different execution engines, and memory access patterns for the operations may be compared to determine if the concurrent operations access the same memory address.

Abstract: A method for detecting abnormality adapted to detect abnormal operations of an operating system is provided. The method includes: calculating a safe range of usage of the operating system during one or more time periods according to a historical data stream; calculating abnormal ratios corresponding to the one or more time periods according to a current data stream and the safe range of usage; selecting one or more abnormal time periods from the one or more time periods according to a threshold and the abnormal ratios; calculating an abnormal indicator for each of the one or more abnormal time periods according to the historical data stream and the current data stream; and ranking the one or more abnormal time periods according to the abnormal indicator(s).