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Andreas Loebel

Klaus Dickgiesser

Sundaresan Krishnamurthy

Ebru Polat

Thomas Stein

Wieland Schreiner

Various aspects relate to a distributed software application. A distributed software application is a software application that is distributed among multiple microservices. The different microservices are different processes that communicate with each other not as a monolithic software application by directly invoking each other's APIs within a single executable process, but using a different communication mechanism, e.g., by using a message passing functionality such as a message bus, a message queue, or a service mesh. In addition to internally communicating with each other and consuming each other's functionality, the microservices may also consume functionality provided by reuse services external to the software application. Such reuse services may be used by multiple software applications and can include, e.g., a logging service, a database service, and/or a storage service, and the like.

Proactive microservice anomaly and outage management based on supervised machine learning

A method may include generating a first tracking object corresponding to at least one change to a software product. The at least one change may be a part of a first update to the software product. The at least one change may have an implementation that requires a completion of a task associated with a second tracking object at another system. The second tracking object may be configured to at least determine when the task is complete. An indication that the task is complete may be received from the second tracking object. In response to receiving the indication, the first tracking object may test the at least one change. In response to the at least one change failing to pass the testing, the second tracking object may be added to a third tracking object associated with a second update to the software product.

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Kronau, Germany

Andreas Loebel