Abstract: Techniques for analyzing, understanding, and remediating differences in configurations among many software resources are described herein. Machine learning processes are applied to determine a small feature set of parameters from among the complete set of parameters configured for each software resource. The feature set of parameters is selected to optimally cluster configuration instances for each of the software resources. Once clustered based on the values of the feature set of parameters, a graph is generated for each cluster of configuration instances that depicts the differences among the configuration instances within the cluster. An interactive visualization tool renders the graph in a user interface, and a management tool allows changes to the graph and changes to the configuration of one or more software resources.

Abstract: Disclosed herein is a system for facilitating Change Impact Analysis (CIA) using modular program dependency graphs. Further, the system may include a communication device configured for receiving a source code for a software application and one or more changed lines corresponding to the source code from a user device, and transmitting one or more impacted lines from the source code associated with the software application to the user device. Further, the system may include a processing device configured for analyzing the source code to determine one or more modules, generating one or more modular Program Dependency Graphs (mPDGs) based on the analysis, updating at least one mPDG based on the one or more changed lines to obtain the at least one updated mPDG, searching the mPDG based on search expressions associated with the one or more changed lines, and calculating one or more impacted lines based on the searching.

Abstract: A novel and useful system and method of time traveling source code debugging including several advanced capabilities that significantly improve the source code debugging process. Upon hitting a breakpoint or opening a dump file, the debugger travels to the future which can be altered by a user by modifying code on the fly (live coding) and receiving immediate feedback to validate bug fixes. Visual annotations including values of variables and expressions are provided as a heads up display effectively flattening time and space. A pivoting capability allows a user to switch the execution context of the code at any time. Point in time links that store the state of the debugging session can be created and activated. An asynchronous collaboration and messaging system enables multiple participants to share a debugging session. An optional redaction capability is also provided for obscuring or replacing sensitive private information.

Abstract: A novel and useful system and method of time traveling source code debugging including several advanced capabilities that significantly improve the source code debugging process. Upon hitting a breakpoint or opening a dump file, the debugger travels to the future which can be altered by a user by modifying code on the fly (live coding) and receiving immediate feedback to validate bug fixes. Visual annotations including values of variables and expressions are provided as a heads up display effectively flattening time and space. A pivoting capability allows a user to switch the execution context of the code at any time. Point in time links that store the state of the debugging session can be created and activated. An asynchronous collaboration and messaging system enables multiple participants to share a debugging session. An optional redaction capability is also provided for obscuring or replacing sensitive private information.

Abstract: Systems and methods for managing a database back end as a service are described. In some aspects, the described systems and methods provide for a cloud-based resource for servicing a request for data from an application to a remote database and/or a service. In some aspects, the described systems and methods provide for a cloud-based application client for requesting data from a remote database and/or a service.

Abstract: A method of operating a server for providing a software platform includes the operations of receiving, from a client device, information about an electronic device on which the software platform is to be mounted; transmitting, to the client device, information about software packages mountable on the electronic device; receiving, from the client device, a request for information about a first software package selected from among the software packages; detecting a second software package associated with the first software package; transmitting, to the client device, the information about the first software package and information about the second software package; and creating a platform image, based on software packages selected by the client device.

Abstract: Systems and methods for managing a database back end as a service are described. In some aspects, the described systems and methods provide for a cloud-based resource for servicing a request for data from an application to a remote database and/or a service. In some aspects, the described systems and methods provide for a cloud-based application client for requesting data from a remote database and/or a service.

Abstract: The various embodiments described herein include methods, systems, and devices for generating an application installation package. In one aspect, a computing system receives an application generation request sent by a terminal. The request carries a web page address and application attribute information of a to-be-generated application. In accordance with the request, the computing system obtains a corresponding first application template, updates the first application template according to the web page address and the application attribute information to obtain a second application template. Next, the computing system generates an installation package of an application corresponding to the web page address and in accordance with to the second application template, and returns the generated installation package to the terminal.

Abstract: Systems, methods, and apparatus for automatically parallelizing code segments are provided. For example, an environment includes a profiling agent, a parallelization agent, and a verification agent. The profiling agent executes a code segment and generates a profile of the executed code segment. The parallelization agent analyzes the code segment to determine whether a parallelizable portion is present in the code segment. When a parallelizable portion is present, the parallelization agent determines, based on the profile of the executed code segment, whether to parallelize the parallelizable portion of the code segment. If it is determined to parallelize the parallelizable portion of the code segment, the parallelization agent automatically parallelizes the parallelizable portion of the code segment. The verification agent verifies the functionality and/or correctness of the parallelized code segment.

Abstract: Certain example embodiments relate to techniques for generating reassemblable disassemblies of binaries using declarative logic. A declarative logic programming language (e.g., Datalog) is used to compile reverse engineering, binary analysis, and disassembly rules into a format applicable to an executable program, yielding disassembly of that program. Datalog, for example, can be used as a query language for deductive databases, to facilitate this approach. Certain example embodiments thus involve (1) preparation of an executable for Datalog analysis, (2) inference rules and the application of Datalog for program analysis, including the application of Datalog to the domain of binary reverse engineering and analysis, and (3) the collection of assembly code from the results of the Datalog analysis. These rules can include both “hard rules” and “soft rules” or heuristics, even though standard Datalog does not support the latter.

Abstract: A fix defining at least one unique change to at least a portion of a computer program can be identified. The fix can be applied to the computer program to generate a test version of the computer program As each of the unique changes is applied, program code unites in the computer program changed can be identified. A number of test cases available to test the program code units changed can be determined by matching each of the program code units changed to corresponding data entries. A test readiness index indicating a readiness of the fix to be tested can be generated. The test readiness index can be based on a number of unique changes to the computer program defined by the fix and a number of test cases available to test the unique changes to the computer program defined by the fix. The test readiness index can be output.

Abstract: One or more embodiments are described for function-message identifier oriented test case generation for seamlessly supporting continuous globalization verification testing in agile computer program product development. An example computer-implemented method includes identifying a newly added globalization function in a modified source code, the globalization function including a message to be output via a user-interface, the message being in a first language. The method also includes generating function-message data that associates a function identifier of the globalization function with a message identifier of the message. The method also includes generating, automatically, a test case for verifying the globalization function outputs the message via the user-interface in a second language using the function-message data. The method also includes creating and broadcasting a test report to a development team, the test report indicating a result of executing the test case.

Abstract: A fix defining fix defining a plurality of unique changes to a computer program can be identified. Program code units in the computer program changed by the unique changes are identified and corresponding data entries in a first data structure can be generated. A number of test cases available to test the program code units in the computer program changed by the unique changes can be determined by matching each of the program code units to corresponding data entries contained in a second data structure that correlates program code units to test cases. A test readiness index indicating a readiness of the fix to be tested can be automatically generated. The test readiness index can be based on a number of unique changes to the computer program defined by the fix and the number of test cases available to test the unique changes. The test readiness index can be output.

Abstract: A system includes a memory system having computer readable instructions and one or more processors for executing the computer readable instructions. The computer readable instructions include identifying input characteristic subsets for a system under test based on an input schema, generating discrimination test cases including a combination of inputs for the system under test based on the input characteristic subsets, and performing a pruning operation to reduce a number of the discrimination test cases based on identifying a superset of input characteristics that includes at least one of the input characteristic subsets having a discrimination score above a threshold value.

Abstract: A plugin for a website browser can enable a user to deploy software onto a computing device quickly and easily. For example, the plugin can automatically detect that a user is visiting a website on which program code for a software application is shared or hosted. The website may be an open-source website, a program-code repository, or a program-code review platform. The plugin can automatically analyze the program code, an installation file provided with the program code, software and hardware characteristics of the specific computing device on which the software application is to be deployed, and other data to determine how to deploy the software application on the specific computing device. The plugin can then deploy the software application on the computing device in response to the user clicking a button, allowing for the software application to be easily deployed on the computing device with minimal user interaction or skill.

Abstract: Techniques for simplifying and reusing visual programming graphs are described herein. In some examples, visual programming graphs may be simplified by decoupling execution signals from data resolution. Execution of a particular node may be triggered through a representation of a signal sent from a signal output slot of another node to a signal input slot on the node being triggered. Additionally, evaluation of data values may be represented by a connection between a data output slot on the node providing the data value to a data input slot on the node receiving the data value. Another technique for simplifying visual programming graphs may include combining and/or collapsing of multiple selected visual programming nodes into a single reusable visual programming node. In some examples, reusable combined visual programming nodes may be exposed using unlocked versions and/or locked versions.

Abstract: A system and method for organizing and classifying existing applications so as to enable users to create new applications using the one or more parts of existing applications. The system is capable of automatically generating a large number of template applications which are fully designed, coded, and ready-to-use. The system also automatically expands its catalog of template applications and screen components, which are categorized based on a specified purpose, whenever a user creates a new application or screen with the same purpose. In this way a user can simply specify the purpose of what they want to create, and the system will provide a ranked list of possibilities based on the actions of other users, and automatic generation mechanisms.

Abstract: A computer-implemented method is presented for visualizing a stack frame graph of software resources on a user interface of a computing device. The computer-implemented method includes determining a priority of each stack frame by employing a call stack analysis technique, selecting a most important frame from stack traces of a targeted application, and displaying, on the user interface, call stacks representing each frame.

Abstract: A method that supports multithreading/concurrent programming debugging includes the following steps: setting breakpoints of program sections of multithreading; converting the breakpoints into context switch points; executing a planned execution sequence of an interleaving execution path, to start a specified thread to execute a program section thereof till a first execution environment change point; clicking a next thread of the interleaving execution path one after another, and executing the clicked next thread till a next context switch point; and recording and storing the interleaving execution path.

Abstract: Disclosed herein are methods, systems, and processes to generate and perform parallelizable data-driven single instruction multiple data (SIMD) tests. A base abstract class that defines shared testing parameters for tests to be performed on an application is designated. Inheriting classes of the base abstract class are defined and a data source key is derived from the inhering classes. A test data source is accessed to perform the tests on the application and a result of tests is generated based on the data source key.