Abstract: Various methods, apparatuses/systems, and media for automatically generating tests in Gherkin format are disclosed. A repository stores open application programming interface (API) specification definition file corresponding to an application. A processor accesses the repository to obtain the open API specification definition file as input data. A receiver receives the input data. The processor parses, in response to received input data, the specification to collect data from the open API specification definition file; structures the collected data into a data frame object; implements a processing logic to derive applicable tests using a predefined template; implements the tests by utilizing the predefined template; and automatically generates, based on the implemented tests, corresponding test cases in an executable Gherkin syntax. This process of automatically executing testing of the application based on the functional tests is performed, for example, on a Kubernetes platform.

Abstract: Techniques are provided for orchestrating operations between a storage environment and a computing environment hosting virtual machines. A virtual machine proxy, associated with a computing environment hosting a virtual machine, is accessed by an orchestrator to identify the virtual machine and properties of the virtual machine. A storage proxy, associated with a storage environment comprising a volume within which snapshots of the virtual machine are to be stored, is accessed by the orchestrator to initialize a backup procedure. The orchestrator utilizes the virtual machine proxy to create a snapshot of the virtual machine. The orchestrator utilizes the storage proxy to back up the snapshot to the volume using the backup procedure.

Abstract: Disclosed are various embodiments for workflow error handling for device driven management. A workflow can be received from a management service by a management agent. The workflow can define a sequence of actions to be implemented by the management agent on a client device and a set of error conditions associated with individual actions in the sequence of actions. The management agent can then process the individual actions in the sequence of actions defined by the workflow. Subsequently, the management agent can monitor the individual actions to determine whether the individual actions trigger an error condition in the set of error conditions. Finally, in response to a determination that the individual actions triggered the error condition in the set of error conditions, the management agent can perform an error response specified by the workflow.

Abstract: Techniques are disclosed for monitoring operation of and/or interaction with a website to detect events (“frustration events”). In at least one embodiment, a detection system is disclosed that can monitor a website for the same or unrelated interaction and operation to detect events that affect the performance of a website, while contributing to the frustration of user interaction with the website. The detection system can monitor interaction with and/or operation of one or more documents of a website. Interactions with a website, operations of the website, or a combination thereof, may be assessed with respect to a threshold defining an event. One or more criteria (e.g., a time period) of the event may be assessed for the interactions and operations. Event data may be generated for the event(s) that occur, and the event data may be sent to a host system to adjust operation of the website.

Abstract: A system for granular reset management without reboot is disclosed. The system may include a subsystem, a processor including a reset management circuit coupled to the subsystem. The reset management circuit may include circuitry to receive a command to reset the subsystem, determine whether the subsystem can be reset without performing a system wide reboot, and based on a determination that the subsystem can be reset without performing a system wide reboot, block the use of the subsystem, drain the subsystem, and reset the subsystem. Circuity and method are also disclosed.

Abstract: In accordance with implementations of the present disclosure, a backup of live data received by a data forwarder is generated at the data forwarder while the live data is provided to a real-time data pipeline for forwarding from the data forwarder. A first portion of the live data is recovered from the backup to a stale data pipeline of the data forwarder. A request to forward the live data to a destination node is received by the data forwarder. In response to the request data is forwarded to the destination node, where the first portion of the live data from the stale data pipeline is added to a second portion of the live data from the real-time data pipeline in the response based on determining headroom remains to reach an amount of the data identified to include in the response.

Abstract: Systems and methods for recommending test scripts may include identifying a plurality of test scripts associated with a web application, each of the test scripts associated with a set of page objects from a plurality of page objects of the web application, wherein a set of page objects to be tested by a test script is associated with a set of page object characteristics; generating a plurality of groupings of test scripts from the plurality of test scripts based on page objects with similar sets of page object characteristics; receiving a request for a first test script to test a first set of page objects, the request including a first set of page object characteristics associated with the first test script; and identifying the first test script from the plurality of groupings of test scripts based on the first set of page objects and the first set of page object characteristics.

Abstract: A method and apparatus for testing a map service are provided. The method may include: determining a to-be-screened service request based on a service request of an electronic map recorded in advance at a preset sampling frequency; screening the to-be-screened service request by using a static rule, to obtain a first valid service request set; screening the to-be-screened service request by using a dynamic test step, to obtain a second valid service request set; and testing a service of the electronic map based on the first valid service request set and the second valid service request set.

Abstract: Computing systems, devices, and associated methods of detecting application regression in a distributed computing system are disclosed herein. In one embodiment, a method includes receiving data representing telemetry records from one or more hosts of the distributed computing system. At least some of the telemetry records are exception records individually indicating an operation by a user application has failed during execution. The method also includes determining a failure rate of executing the operation by the user application while compensating for a workload of the user application in the distributed computing system. A comparison is performed between the determined failure rate and a threshold. Based on the performed comparison, a regression notification can be generated to indicate that application regression has occurred notwithstanding the workload of the user application in the distributed computing system.

Abstract: Techniques are provided for incrementally restoring a virtual machine hosted by a computing environment. In response to receiving an indication that the virtual machine is to be incrementally restored, a snapshot of the virtual machine may be created while the virtual machine is shut down into an off state. The snapshot is transmitted to a storage environment as a common snapshot. The snapshot and the common snapshot are common snapshots comprising a same representation of the virtual machine. The common snapshot and a prior snapshot of the virtual machine are evaluated to identify a data difference of the virtual machine between the common snapshot and the prior snapshot. An incremental restore is performed of the virtual machine by transmitting the data difference from the storage environment to the computing environment to restore the virtual machine to a state represented by the prior snapshot.

Abstract: Systems and methods for enhancing the representation of outliers in a distribution of telemetry data of a monitored system are provided. According to one embodiment, telemetry data of the monitored system may be continuously collected. Frequency values representing a frequency of occurrence of corresponding telemetry data of the collected telemetry data may be generated by aggregating the collected telemetry data. As the vast majority of telemetry data is expected to represent a normal operating state of the system and relatively few, if any, of the telemetry data (e.g., outliers) will be indicative of one or more events of significance, the resulting distribution of the frequency values is highly skewed. In order to facilitate visualization of the distribution that accentuates the outliers, display characteristics may be calculated for the frequency values by applying a visualization model based on a weighted combination of multiple data transformations to each of the frequency values.

Abstract: Aspects of the subject disclosure may include, for example, receiving instructions to validate a configuration associated with an application under test, the instructions identifying the application under test that exists in a first particular software environment that is selected from among a plurality of software environments; receiving dependency data, the dependency data identifying a dependency application that exists in a second particular software environment that is selected from among the plurality of software environments; performing a first process to determine whether the application under test that exists in the first particular software environment can be instantiated as a first running application, the first process resulting in a first determination; responsive to the first determination being that the application under test that exists in the first particular software environment can be instantiated as the first running application, automatically performing with no user interaction a second p

Abstract: An indication is received from a storage device that an attempt to read a portion of data from a block of the storage device has failed. A command is transmitted to the storage device to perform a scan on data stored at the block comprising the portion of data to acquire failure information associated with a plurality of subsets of the data stored at the block. The failure information associated with the plurality of subsets of the data stored at the block is received from the storage device.

Abstract: In one aspect, a computerized method useful for automated software testing comprising: writing a test suite in a human-readable language; implementing an Artificial Intelligent (AI) process test suite; and creating a set of scripts, data, and execute tests.

Abstract: Disclosed herein are system, method, and computer program product embodiments for restoring an electronic device. An embodiment operates by receiving a request for restoring a portion of data from a point of time onto the electronic device. Thereafter, the portion of data is scanned for a virus. Based on the detection of the virus, a determination is made on whether to proceed with restoring the electronic device with the portion of data. If the determination is made to proceed with the restoring of the electronic device, the portion of data is subsequently transmitted to the electronic device. The portion of data is stored in a backup repository remote from the electronic device.

Abstract: A system can system can parse a first group of dependencies within a first API, and second group of dependencies between the first API and a second API. The system can identify a group of assertions for the first API. The system can identify a group of validations for the first API. The system can identify a format for calls to the first API according to a first programming language based on a template for the first programming language. The system can generate a number of test cases that invoke the first API according to the first programming language based on the first group of dependencies, the second group of dependencies, and the format for calls to the first API. The system can invoke the first API with the test cases to validate functionality of the first API based on the group of assertions and the group of validations.

Abstract: A method of executing an A/B test includes, during execution of the A/B test, determining, by a processing device using a sequential frequentist test, that a sample ratio mismatch has occurred, wherein the sample ratio mismatch is determined before the A/B test ends the execution. The method further includes, in response to the determining, ending the execution of the A/B test before a previously scheduled end of the A/B test.

Abstract: Systems and methods are provided for validating customer use of application programing interfaces (APIs). An exemplary computer-implemented method includes, in response to a request from a customer computing device for use of an API hosted by an API computing device, selecting a test case specific to the API for a test project and transmitting the test project to the customer computing device for execution by the customer computing device. The method also includes monitoring data payloads between the API computing device and the customer computing device and compiling and transmitting a report indicative of a result of the test case based on the monitored data payloads, where the report is indicative of whether the monitored data payloads are compliant with a standard associated with the API, thereby indicating certification of the customer's use of the API to provide at least one service associated with the API, or not.

Abstract: An electronic apparatus and a boot method thereof are provided. The electronic apparatus includes a first controller, a basic input output system (BIOS), and a second controller. The first controller is configured to receive a boot code and provides the boot code to the electronic apparatus for performing a boot operation. The BIOS is configured to provide the boot code. The second controller has at least one communication interface. The at least one communication interface is configured to be connected to at least one external apparatus. The at least one external apparatus provides a backup boot code to the second controller. When the boot operation performed by the electronic apparatus according to the boot code provided by the BIOS fails, the second controller replaces the first controller to receive the backup boot code and provides the backup boot code to enable the electronic apparatus to perform the boot operation.

Abstract: A device for building a test file comprises a receiving module, for receiving a first request of a first user and for analyzing the first request, and for notifying an analysis result of the first request to the first user; a building module, coupled to the receiving module, for building the test file according to the first request of a task queue; and a transmitting module, coupled to the building module, for notifying a building result of the test file to the first user.