Abstract: The user experience of application downloading and usage between multiple devices in a network is enhanced. One instance of an app on a first device is able to identify and verify installation and/or execution of a companion app on a second device where the two devices may have entirely different platforms (e.g., smartphone operating system and TV platform). The experience for users who have devices on the same network converge in order to improve the user experience with respect to a particular app. In this manner, an enhanced and efficient means of providing an n-screen experience with the app is enabled; ways that provide synergy between devices on the same network.

Abstract: A virtualized computing environment includes a plurality of host computers, each host being connected to a physical network and having a hypervisor executing therein. To provision a virtual machine requiring a connection to a virtual network in one of the hosts, a candidate host for hosting the virtual machine, the candidate host having the virtual network configured therein, is selected. A request is then made for a status of the virtual network to the candidate host. The status of the virtual network is then received from the candidate host. If the virtual network is available, then the virtual machine is deployed to the candidate host. If the virtual network is not available, then a second candidate host is selected for hosting the virtual machine.

Abstract: A technique is described including taking a research paper of interest (target paper) and identifying concepts within it based on topic analysis among bibliometric clusters; identifying descriptions of each concept across bibliometric clusters wherein the descriptions will be of varying levels of granularity and will use different terms to describe the same concept or phenomena; using the various descriptions of a concept to create search terms to be used in a repository of annotated, searchable source code snippets; and constructing implementation of target paper's methodologies using source code snippets.

Abstract: A method includes receiving, at a data hub onboard an asset, a new configuration file, a service program, and a software update of a software application of the asset from a remote location. The data hub includes a current configuration file that indicates a current configuration state of the software application. The new configuration file indicates an updated configuration state of the software application with the software update. The service program includes work instructions for applying the updated configuration state to the software application. The method includes displaying the current configuration file and the new configuration file onboard the asset using the data hub. The method also includes updating the software application with the updated configuration state according to the work instructions of the service program using the data hub.

Abstract: An operating system (OS) and methods via a software development kit for constructing and managing the full artificial intelligence (AI) or machine learning (ML) product development lifecycle. Embodiments of the present disclosure provide for an integrated computing environment comprising one or more software components call blocks, each pre-loaded with an AI OS intelligent functionality. In accordance with certain aspects of the present disclosure, blocks may be linked in a sequential, parallel, or complex topology to form a pipeline for enabling user-friendly data science experimentation, exploration, analytic model execution, prototyping, pipeline construction, and deployment using a GUI. The OS may incorporate an execution engine for constructing and/orchestrating the execution of a pipeline enabling automatic provisioning of optimal computing resources.

Abstract: The user experience of application downloading and usage between multiple devices in a network is enhanced. One instance of an app on a first device is able to identify and verify installation and/or execution of a companion app on a second device where the two devices may have entirely different platforms (e.g., smartphone operating system and TV platform). The experience for users who have devices on the same network converge in order to improve the user experience with respect to a particular app. In this manner, an enhanced and efficient means of providing an n-screen experience with the app is enabled; ways that provide synergy between devices on the same network.

Abstract: A method and systems generate a control flow graph including an edge of the control flow graph from a branch instruction to a target address of the branch instruction in an abstract interpretation for an assignment instruction to a branch target variable of a program. The program allocates a particular branch target variable to a branch instruction having a plurality of branch targets. The branch target address is loaded from the branch target variable upon branching, a branch address of a branch instruction having one branch target as well as the address assigned by the assignment instruction to the branch target variable being determined as certain constant values determined by compiling the program. The target address assigned by the assignment instruction is added to an object of the abstract interpretation. A current abstract interpretation is terminated if the abstract interpretation reaches an instruction already subjected to the abstract interpretation.

Abstract: A method and apparatus are disclosed for enhancing operable functionality of input source code files from a software program by identifying a first code snippet and a first library function which have similar execution flow similarity measures by evaluating a first contiguous sequence of n items extracted from the first code snippet against a second contiguous sequence of n items extracted from the first library function using an Ngram threshold that is calculated for the first library function and one or more literals from the first code snippet so that the developer is presented with a library function recommendation which includes the first code snippet, the first library function, and instructions for replacing the first code snippet with the first library function.

Abstract: The present disclosure relates to improving the monitoring of software development activities by implementing a centralized software development tool that connects to one or more other development tools. In general, the centralized software development tool may receive activity data and/or historical data from the one or more software development tools that may be indicative of the occurrence of certain activities, such as commits, builds, stories, and like. In some embodiments, the centralized software development tool may provide event notifications based on the received data to facilitate and improve the efficiency of software development.

Abstract: A computer program product for creating an enterprise management dashboard program, and comprising a process architecture server, a process architect client, a stakeholder client, and/or a process object server. The process architecture server includes a compiler characterized by an access control subsystem (receives role-base access control definition data), a work flow modeling subsystem (receives process model definition data), a data management subsystem (receives data structure definition data), a communication subsystem (receives communication protocol definition data), and a report management subsystem (receives report content definition data). The compiler uses the aforementioned data to create executable computer code for the enterprise management dashboard program based on modeling constructs including project sites, task pages, interface templates, report templates, and/or third-party process content.

Abstract: A method and associated computer system. A first machine executes machine code in a debugging session on the first machine. The machine code had been previously received by the first machine from a second machine. The machine code includes machine executable instructions. The machine code was generated from compilation of source code developed and compiled on the second machine. In response to a change in the machine code having detected by the first machine in the debugging session on the first machine, the first machine determines a portion of the source code associated with the change in the machine code based on a profile. The profile indicates a mapping between the source code and the machine code. The first machine, while communicating with the second machine, causes the portion of the source code to be updated on the second machine based on the change in the machine code.

Abstract: Some embodiments provide a system and method associated with a determination of an upgrade path for an application service associated with a container-orchestration system (e.g., a KUBERNETES® container-orchestration system). A container-orchestration system server may trigger, by an operator object deployed as a controller for the application service, an upgrade process. In response to the trigger, the container-orchestration system server may access a dictionary type data structure containing a plurality of tuples associated with the application service (and the dictionary type data structure may be uncoupled from the application service). The container-orchestration system server may then automatically execute a search algorithm on the plurality of tuples to determine the upgrade path from a source version to a target version for the application service. According to some embodiments, the application service may then be automatically upgraded in accordance with the determined upgrade path.

Abstract: One or more techniques and/or devices are provided for storage virtual machine relocation (e.g., ownership change) between storage clusters. For example, operational statistics of a first storage cluster and a second storage cluster may be evaluated to identify a set of load balancing metrics. Ownership of one or more storage aggregates and/or one or more storage virtual machines may be changed (e.g., permanently changed for load balancing purposes or temporarily changed for disaster recovery purposes) between the first storage cluster and the second storage cluster utilizing zero-copy ownership change operations based upon the set of load balancing metrics. For example, if the first storage cluster is experiencing a relatively heavier load of client I/O operations and the second storage cluster has available resources, ownership of a storage aggregate and a storage virtual machine may be switched from the first storage cluster to the second storage cluster for load balancing.

Abstract: A method for debugging a streaming application is provided. The method may include establishing, by a processor, a debug region in the streaming application to mark a subgraph for debugging. The method may further include receiving a tuple flow suspension notification from a job control plane. The method may also include displaying a plurality of debugging options for debugging a streaming application on a graphical user interface based on the received tuple flow suspension notification. The method may further include determining a debugging option from the displayed plurality of debugging options based on a user selection on the graphical user interface. The method may also include translating the determined debugging option into a format compatible with the job control plane. The method may further include transmitting the translated debugging option to the job control plane.

Abstract: A system and a method for automating unit test case including generating a codebase extract by analysing an application source code, identifying one or more potential executable paths within a selected class or method based on an analysis of the codebase extract, executing one or more statements associated with each of the one or more potential paths using a symbolic execution technique and identifying one or more calls to external dependencies associated with the respective paths, and subsequently, a hint for spying and mocking respective external dependencies is generated, as a by-product of symbolic execution on identification of the external dependencies, whereby each hint is updated with respective ideal return value, and a unit test case for testing a selected class or method is generated by processing the hints with test data and an exclusion list.

Abstract: A method includes analyzing, by a processor, a first version of a computer program, the analyzing including identifying a first process included in the first version of the computer program, the first process configured to perform an operation on data having a first format; and by a processor, generating a second version of at least a portion of the computer program, including omitting the first process and including in the second version of the at least portion of the computer program one or more second processes configured to perform a second operation on data of a second format different from the first format, wherein the second operation is based on the first operation.

Abstract: A method includes identifying a set of tests for a source code, analyzing the set of tests to identify overlapping blocks of the source code that are to be tested by each of the set of tests, merging a subset of the tests that include the overlapping blocks of the source code to create a merged test, and causing the merged test to be executed to test the source code. In an implementation, code coverage results are used when analyzing the set of tests to identify overlapping blocks of the source code.

Abstract: A method for implementing application program installation by cloud compilation includes sending, by a terminal device, hardware configuration information of the terminal device and version information of a target application program to an application market server, receiving, by the terminal device from the application market server, the upgrade information of the target application program, and performing, by the terminal device, optimized installation of the target application program according to the upgrade information to update a version of the target application program.

Abstract: Systems and methods are provided for determining a first test automate is associated with the same application as a second test automate, and for each action in the first test automate, determining a common action in the second test automate, determining that an element identifier in the first test automate for the common action has changed in the second test automate, and recording the changed element identifier in a data store, the data store comprising a list of changed element identifiers for each of a plurality of applications. The data store is provided so that element identifiers in at least one custom test automate corresponding to the changed element identifiers for at least one application are automatically determined based on the list of changed element identifiers for each of the plurality of applications.

Abstract: A code lineage tool includes a scanner, a parser, and an integrator. The scanner identifies a plurality of elements in software code. The parser determines that a value of a first element is affected by a second element and a third element. The parser adds the first element to a parse tree and adds the second and third elements to the parse tree as sub-nodes of the first element. The parser determines that a value of the second element is affected by a fourth element and adds the fourth element to the parse tree as a sub-node of the second element. The integrator determines that a change to the fourth element will change the value of the first element and the value of the second element and generates a lineage for the first element.