Techniques are provided for analyzing events incoming through a message broker and configuring a database schema for storing the events based on the analysis. The analysis is performed on all the attributes of the incoming events with reference to a primary identifier of an event source. The analysis determines the characteristics of the attributes, which facilitates development of the database schema with availability, accuracy, existence, and other factors of various attributes. Analysis is supported for various formats of events, such as AVRO, XML, complex JSON, etc. In some examples, the attributes of interest for database schema generation can be provided via a configuration for the respective databases including relational, time-series, analytical, graph, etc. Also, if a given database supports direct ingestion of data through the message broker, then the ingestion specification can be generated.

A quality score for a computer application release is determined using a first number of unique users who have launched the computer application release on user devices and a second number of unique users who have encountered at least once an abnormal termination with the computer application release on user devices. Additionally or optionally, an application quality score can be computed for a computer application based on quality scores of computer application releases that represent different versions of the computer application. Additionally or optionally, a weighted application quality score can be computed for a computer application by further taking into consideration the average application quality score and popularity of a plurality of computer applications.

A system and method for partitioned snapshot creation of caches in a distributed data grid is provided. The system and method enables a snapshot to be created in a running system without quiescing a cache service. Moreover for each particular partition, execution of read/write requests are not blocked during the period that a snapshot creation task is being performed for the particular partition. The cache service thread continues to execute read requests for all partitions with write requests for the partition under snapshot experiencing delayed response. The system and method reduces the period of time for which partitions are unavailable during a snapshot process and increases the availability of cache services provided by a distributed data grid compared to prior snapshot systems.

A method and apparatus for building and delivering a HTML (Hypertext Markup Language) construction representing digital content layout are disclosed herein. In one embodiment, the method includes constructing the digital content layout by selecting a delivery method, selecting subwidgets, and using the selected subwidgets to build and represent the digital content layout, wherein the delivery method is an inline, and wherein the subwidgets include images, texts, or videos. The method also includes integrating the digital content layout with a designated website. The method further includes delivering third-party content to the designated website. In addition, the method includes tracking interactive content on the designated website.

A system includes one or more code development servers operable to monitor development of code files and one or more code execution servers operable to execute the code files. One or more code analysis tools of the system include instructions that when executed by at least one processing device result in collecting code development data associated with development of the code files on a per user basis and determining a predicted code execution performance score of one or more selected files of the code files based on the code development data. One or more resources of the one or more code execution servers associated with execution of the one or more selected files are predictively allocated based on a predicted code execution performance score. One or more code execution metrics are captured associated with executing the one or more selected files on the one or more code execution servers.

A technology is disclosed for the efficient capturing of monitoring data capable to reconstruct the experience of a user during the interaction with an application on a mobile device. The proposed approach uses instrumentation to detect the occurrence of events that change the user interface of the monitored application and that, in response to such an event, identifies the fraction of the user interface that was altered by the event and then captures only the changed portion of the user interface display. Additionally, privacy configuration data is evaluated during the capturing process to identify portions of the user interface that contain data that is protected due to privacy policy settings. In case an event changes such a privacy protected user interface portion, only the occurrence of the event and the affected screen area are captured, but no actual display data.

The disclosure herein describes automating runbook operations associated with an application within an application host on an application platform. A runbook definition associated with the application is accessed by a processor, wherein the runbook definition includes trigger events and runbook operations associated with the trigger events. A runbook operator is executed on the application platform based on the accessed runbook definition and a runbook sidecar container is added to the application host by the runbook operator, wherein the runbook operator is enabled to perform the runbook operations within the application host via the runbook sidecar container. Based on detecting a trigger event, a runbook operation associated with the detected trigger event is performed by the runbook operator, via the runbook sidecar container, whereby the application is maintained based on performance of the runbook operations from within the application host.

One example method includes evaluating code of a quantum circuit, estimating one or more runtime statistics concerning the code, generating a recommendation based on the one or more runtime statistics, and the recommendation identifies one or more resources recommended to be used to execute the quantum circuit, checking availability of the resources for executing the quantum circuit, allocating resources, when available, sufficient to execute the quantum circuit, and using the allocated resources to execute the quantum circuit.

Inflight transactions having predictable pod failure in distributed computing environments are managed by integrating a transaction manager into pods having containers running applications in a distributed computing environment, wherein the transaction manager records a transaction log having data indicative of historical pod failure. A pod health check that is also integrated into the pods determines predictive pod failure scenarios from the data of historical pod failure in the transaction log. Pod health can be tracked using the pod health checker by matching the predictive pod failure scenarios to transaction calls. Calls may be sent to a load balancer for recovery of pod failure for transaction calling match the predictive pod failure scenarios. Pods can be configured recover for the predictive pod failure.

A system, method, and computer-readable medium are disclosed for browser based polling of jobs used to build a web page of a web application. A web browser builds the web page of the web application and connects with one or more web services for jobs used to build the web page of the web application. A reusable service from a library is downloaded and is used at the web browser to poll the jobs as they are received from the web services. Polling the jobs is performed until download is complete. The web page application is updated when the download is complete.