Abstract: Various embodiments of the present disclosure provide methods, apparatus, systems, computing devices, computing entities, and/or the like for analyzing performance and operation of one or more downstream applications by: (i) asynchronously capturing one or more event message payloads, (ii) providing, using a producer client, the one or more event message payloads as an input topic to a streaming server that is configured to provide, to one or more consumer clients, (1) one or more input topic streams that comprises the one or more event message payloads and (2) one or more output topic streams, (iii) applying a transformation to the one or more event message payloads received from the input topic by a consumer client of the one or more consumer clients, and (iv) providing, using the producer client, one or more transformed event message payloads as an output topic to the streaming server.

Abstract: Examples of the present disclosure describe systems and methods for. In some examples, a software agent collects data from a node, such as logs or monitoring information, and provides the data to a controller. The controller assesses the attestation state and the configuration drift of the node. In some examples, the controller applies a taint to the node, which may indicate a condition or constraint on the node. A scheduler manages the workloads on the node based on the attestation state, the configuration drift, and in some examples, the taint of the node. The scheduler decides whether to schedule a workload to the node, evict a workload from the node, or keep a workload on the node depending on the attestation state and configuration drift of the node, for example, whether the workload has a toleration for the taint of the node.