Remote access for debugging or profiling a remotely executing neural network graph can be performed by a client using an in-band application programming interface (API). The client can provide indicator flags for debugging or profiling in an inference request sent to a remote server computer executing the neural network graph using the API. The remote server computer can collect metadata for debugging or profiling during the inference operation using the neural network graph and send it back to the client using the same API. Additionally, the metadata can be collected at various granularity levels also specified in the inference request.

An embodiment may involve, based on a pre-defined trigger associated with a particular application, reading error data from a resource that is used by the particular application, wherein persistent storage contains definitions of a plurality of error scenarios, a plurality of fix scripts, and associations between each of the plurality of error scenarios and one or more of the plurality of fix scripts; applying one or more rules to the error data, wherein the rules involve pattern matching or parsing; based on applying the one or more rules, determining a particular error scenario represented in the error data, wherein the particular error scenario is one of the plurality of error scenarios; determining, based on the associations, a particular fix script associated with the particular error scenario, wherein the particular fix script is one of the plurality of fix scripts; and causing execution of the particular fix script.

Novel tools and techniques are provided for implementing error detection in a network, and, more particularly, to methods, systems, and apparatuses for implementing error and/or fault detection in a network and/or media stream and providing options to address the error and/or fault in the network and/or media stream. In various embodiments, a computer might detect an error in a first network and send a notification indicating that the error has occurred. The notification might contain one or more options to address the error in the first network. The computer, a user device, a service provider device, or a content provider device might receive and display the notification containing the one or more options. The computer, the user device, the service provider device, or the content provider device might then select at least one of the one or more options to address the error in the first network.

An information processing system is provided. The information processing system generates a program so as to output a hash value calculated based on a hash value calculation instruction included in a source code for generating the program, determines a set of analysis support information associated with the hash value calculation instruction and the hash value calculated based on the hash value calculation instruction, stores the set of the analysis support information and the hash value, stores at least a part of one or more hash values output as a result of execution of the program, and outputs, by using at least the part of the stored hash value, the analysis support information that makes the set with the hash value.

Automated recovery of execution roles in a distributed historian system in accordance with actions and rules customized to each execution role. A monitoring service monitors the health status of execution roles and automatically performs a corrective action in response to the health state of an execution role triggering a predetermined rule.

A computing device including: more than two Universal Serial Bus (USB) ports configured to be connected respectively to more than two mobile devices simultaneously; at least one processor coupled to the USB ports; and a memory storing instructions configured to instruct the at least one processor to reprogram, through the more than two USB ports, the more than two mobile devices simultaneously.

A computer-implemented method for executing a software application in a virtual machine executing on a data processing device includes receiving software code for a software application, determining application programming interfaces referenced by the software code, determining portions of an operating system accessed by the software code and creating an application container in the virtual machine. The method also includes application programming interfaces referenced by the software code inside the application container, portions of the operating system accessed by the software code inside the application container and executing the software application inside the application container on the virtual machine.

A method is provided for providing mobile device support services. The method may include monitoring a mobile device status. The method may additionally include performing device diagnostics based at least in part on captured deice status data to identify potential faults that may affect mobile device functionality. A corresponding system, apparatus, and computer program product are also provided.

Methods for improving operation of a user device executing an application. The methods include collecting a first set of data corresponding to a run time environment of the application, collecting a second set of data corresponding to a crash of the application, identifying a cause of the crash based on the first set of data and a second set of data and determining the cause of the crash is associated with an application feature corresponding to a feature flag.

A computer system provides performs defect tracking and remediation. Video data is received, from a client computing device, corresponding to a recording of a graphical user interface of an application of the client computing device, wherein the video data is obtained in response to the application encountering an error. Feedback is obtained from a user of the client computing device by engaging the user via a natural language processing model. The video data and the feedback are analyzed to determine one or more operations to reproduce the error. One or more corrective actions, based on the determined one or more operations, are provided to remediate the error in the application. Embodiments of the present invention further include a method and program product for performing defect tracking and remediation in substantially the same manner described above.