Abstract: Computer-implemented techniques for autonomic control plane scaling in a container orchestration cluster. The techniques include a method that involves managing a container orchestration cluster's control plane. When a control plane instance is underutilized, it handles control plane requests and monitors its resource usage. If it becomes overutilized (hot state), it identifies another instance with spare resources (cold state) and redirects control plane traffic to it to maintain performance and availability.

Abstract: A system includes multiple in-vehicle devices individually mounted on multiple vehicles and a center capable of performing data communication with the multiple in-vehicle devices. Each in-vehicle device transmits vehicle data related to another vehicle device to the center in a first cycle. The center is configured to: store, in a second storage unit, the vehicle data sequentially transmitted from each in-vehicle device; store, in a third storage unit, an index that includes information associated with the vehicle data stored in the second storage unit; perform a first update by adding the received vehicle data to the vehicle data stored in the second storage unit; and perform a second update by adding the index stored in the third storage unit in association with latest one of the vehicle data stored in the second storage unit in a second cycle.

Abstract: Certain aspects of the disclosure provide techniques for code generation and execution for data-driven computation. A method generally includes obtaining: structured data associated with a query; and a plan that defines an analysis sequence for generation of data-driven output that is responsive to the query, wherein the analysis sequence comprises a plurality of steps based on the structured data; generating, based on the plan, prompt(s), each respective prompt comprising at least: instructions for generating a set of executable code configured to perform computation(s) in accordance with one or more of the steps; and a data profile for the structured data; prompting a language model (LM), with each respective prompt, to generate each set of executable code based on at least the data profile; executing each set of executable code to produce computed result(s); and generating data-driven output based on at least one computed result.

Abstract: According to one embodiment, a method, computer system, and computer program product for recommending feedback for a feedback form is provided. The embodiment may include collecting data about a user's experience of an application. The embodiment may also include analyzing the collected data to determine one or more suggested responses to one or more questions in a feedback form. The embodiment may further include preparing the feedback form for the user based on the suggested responses. The embodiment may also include presenting the prepared feedback form to the user.

Abstract: A method in one embodiment comprises implementing a first process for carrying out an application deployment configuration change using a deployment repository, and implementing a second process for carrying out an application logic change using a source repository, the second process being different than the first process. The method further comprises identifying a particular type of change to be made to at least one application, and controlling execution of a particular sequence of one or more instances of at least one of the first process and the second process responsive to identification of the particular type of change to be made to the at least one application. The deployment repository and the source repository are illustratively part of a continuous integration/continuous deployment (CI/CD) system. The CI/CD system controls software code for applications executed by host devices of a host platform coupled to the CI/CD system over at least one network.

Abstract: Techniques for providing and servicing listed repository items such as algorithms, data, models, pipelines, and/or notebooks are described. In some examples, web services provider receives a request for a listed repository item from a requester, the request indicating at least a category of the repository item and each listing of a repository item includes an indication of a category that the listed repository item belongs to and a storage location of the listed repository item, determines a suggestion of at least one listed repository item based on the request, and provides the suggestion of the at least one listed repository item to the requester.

Abstract: This application discloses a program call stack creation method and apparatus, and an unwind stack method and apparatus. The call stack creation method includes: obtaining a first program, where the first program includes a first function, in a process of calling a runtime library to run the first program, adding a second function and creating a call stack, where the call stack includes a first stack frame, a second stack frame, and a third stack frame that are respectively corresponding to the first function, the second function, and a third function. An unwind stack performance can be improved to a maximum extent without affecting a non-stack trace scenario.

Abstract: A quantum computing device obtains, from a first quantum instruction file (QIF) corresponding to a first quantum process, an amount of qubits required by the first quantum process. The quantum computing device creates a first namespace within a qubit registry comprising a plurality of qubit registry entries each corresponding to a qubit of a plurality of qubits, the first namespace referring to a first subset of qubits of the plurality of qubits, the first subset of qubits comprising at least the amount of qubits required by the first quantum process. The quantum computing device inserts an identifier for the first namespace into the first QIF. The quantum computing device causes the qubit registry to provide the first quantum process with access to the first namespace when the first QIF is executed.

Abstract: A method for testing a computer program. The method includes: executing the computer program until a memory allocation command is activated for allocating a memory region; expanding the memory region by a protection zone having at least one memory location; allocating the expanded memory region; setting a watchpoint on each of one or more memory locations of the protection zone; continuing the execution of the computer program; and displaying, for each set watchpoint, that the computer program has a bug if the set watchpoint is triggered.

Abstract: Per one example embodiment, a method is provided of shifting an OS (operating system) and associated native application platform from a private network to a cloud-based target environment, where the OS comprises an operating system not configured for web access. An image of the OS is provided that is suitable for installation on a target virtual machine in the cloud-based target platform. In lieu of moving user credentials of numerous current private network-based users of the OS—native application platform to the target environment, a passwordless credential-based OS command level communication brokering service is provided at the cloud-based target environment.

Abstract: A software update device updates software for an in-vehicle control device mounted in a vehicle. An information acquisition unit acquires, from a server provided outside the vehicle, update process information. The output unit outputs consent request information. The execution unit executes the update process. The calculation unit calculates an estimated time required for the update. The communication status acquisition unit acquires communication status information related to communication status with the server. The correction unit corrects the estimated time based on the communication status information. The notification unit outputs information on the corrected estimated time. The notification unit, when the corrected estimated time is shorter than the estimated time before correction, does not output information on the corrected estimated time.

Abstract: The present invention relates to an embedded device testing method. Preferably, the present invention relates to a function testing method for an embedded device designed to execute a specific function. The embedded device testing method having a hierarchical host structure executed on a computing device according to the present invention includes: receiving, by a main host, setting information for an execution environment of a target device; constructing a virtualized execution environment on a sub host according to the setting information; executing specific software or a specific test case in the constructed execution environment; and monitoring a result of the execution. According to the present invention, resources may be utilized efficiently because there is no need to newly configure and prepare physical hardware resources every time during the development and testing of an embedded device.

Abstract: Systems and methods for service vendor onboarding and pre-production artifact validation and functional testing are provided. An example method includes receiving, in an automated test control system in connection with a cellular network, a request for deploying an artifact on the cellular network, generating an artifact profile, a configuration profile, a release note associated with the artifact, performing a validation of the artifact according to a predetermined validation rule, in response to a determination that the artifact is validated, instantiating one or more test environments for the validated artifact, performing a functional test on the artifact within the test environment, and outputting results of the validation and the functional test.

Abstract: A system for adaptive power grid management includes a formation construct module configured to receive a formation plan and a logistics list comprising a plurality of assets for executing an operation loop in the formation plan, retrieve a matching schema based on comparing the tasks of the operation loop and the logistics list with the plurality of meta objects in the historical meta object database, construct meta objects for plurality of assets based on the matching schema and the formation plan, and cause the plurality of the network of devices to execute the formation plan based on meta objects assigned to the plurality of assets of the network of devices.

Abstract: A method to debug instruction execution errors in a simulated computer system is provided. The method includes generating two separate simulations of the same system and causing a code including a set of instructions to execute on the two separate simulations. The computer implemented method further includes performing an efficient trace operation starting from a start instruction to an end instruction of the set of instructions on the two separate simulations. When trace operation is performed, an instruction execution deviation is identified between the code executed in the two separate simulations by comparing checksum values at a reporting frequency, determining that the comparison of the checksum values indicates a mismatch, and using instruction count and the reporting frequency to capture at least one instruction leading up to the instruction execution deviation.

Abstract: In a method of application programming interface (API) testing, a computing device obtains an API file transmitted by a user, parses the API file, and generates an API operation relationship graph and a test oracle. The computing device generates a first test case set based on the API operation relationship graph, and triggers a service node to execute a test case in the first test case set. The computing device obtains an API request initiated in a process of executing the test case in the first test case set and a corresponding API response, and provides the user with a matching status between the test oracle and the API request initiated in the process of executing the test case in the first test case set and the API response.

Abstract: This disclosure relates to method and system for calculation of test automation feasibility indices. The method includes receiving input data comprising user responses to a questionnaire associated with a test case. The questionnaire includes a first set of questions associated with an ease of test case automation, and a second set of questions associated with an impact of test case automation, and each of the plurality of questions comprises a corresponding weightage. The method further includes computing an ease of automation index based on the user responses and a first set of weightages corresponding to the first set of questions, and an impact of automation index based on the user responses and a second set of weightages corresponding to the second set of questions.

Abstract: In some implementations, a system may cause a serverless compute file package to be included in a serverless compute environment. The system may process the serverless compute file package to determine information associated with the serverless compute file package. The system may cause the information associated with the serverless compute file package to be deployed in the data structure, wherein the information associated with the serverless compute file package indicates at least one serverless compute service that is associated with the serverless compute file package and the serverless compute environment.

Abstract: This disclosure relates to method and system for calculation of network test automation feasibility and maturity indices. The method includes receiving input data including user responses to a questionnaire associated with a test case. The questionnaire may include a first set of questions associated with a coverage of test case automation, and a second set of questions associated with a usefulness of test case automation. Each question of the questionnaire may include a corresponding weightage. The method further includes computing a coverage of automation index based on the user responses and a first set of weightages corresponding to the first set of questions, and a usefulness of automation index based on the user responses and a second set of weightages corresponding to the second set of questions.

Abstract: The invention discloses a method for script-less automation testing of any API's based product including RTP's. The method utilizes a template-based approach for testing the API's based products. Further, the method automates the testing by eliminating behaviour capturing of the application under test. Furthermore, the method comprises of ‘user interface’ module and a ‘central automation solution’ module. The user interface module is utilized to trigger test execution for any API/RTP scenarios, configure inputs for test data & validation rules, and a test result dashboard to view the test execution results and test artifacts. The ‘central test automation solution’ module is a collection of microservices that are capable to perform required API/RTP service calls and subsequent validations dynamically based on the configuration at the ‘User Interface’ module.