Abstract: Systems and methods are provided. An example method can include obtaining, by a computing system comprising one or more computing devices, first time series data indicative of a plurality of amounts of a computing resource used at a first plurality of times by a first service instance executing on a first cluster of computing devices. The example method can include obtaining, by the computing system, second time series data indicative of a plurality of amounts of the computing resource used at a second plurality of times by one or more processes executing on a second cluster of computing devices. The example method can include migrating, by the computing system based on a comparison between the first time series data and the second time series data, the first service instance to the second cluster of computing devices.

Abstract: Systems and methods for managing a set of service versions by utilizing a parent operator with a set of child operators that each provide functionality corresponding to the incremental capability of a corresponding service version are disclosed. A processing device determines a lowest service version among a plurality of different service versions and generates a parent operator based on the lowest service version. For each subsequent service version of the plurality of service versions: an incremental capability of the subsequent service version is determined and a corresponding child operator is generated based on the incremental capability. The corresponding child operator includes logic and code paths corresponding to the incremental capability. Upon receiving a request identifying a particular subsequent service version, a first child operator corresponding to the particular subsequent service version is identified.

Abstract: Described is a system and method that includes performing a static analysis on code in view of a first set of rulesets, each ruleset in the first set of rulesets defining criteria for validation of the code in a first development stage. In response to validation of the code in view of the first set of rulesets, configuration information for each of a second set of rulesets may be transmitted to a dynamic agent, each ruleset in the second set of rulesets defining criteria for validation of the code in a second development stage, wherein the dynamic agent is in a limited functionality state. The dynamic agent may be brought to a full functionality state in response to receiving the configuration information for each of the second set of rulesets and may perform a dynamic analysis on the code in view of the second set of rulesets.

Abstract: Described is a system and method that includes performing a static analysis on code in view of a first set of rulesets, each ruleset in the first set of rulesets defining criteria for validation of the code in a first development stage. In response to validation of the code in view of the first set of rulesets, configuration information for each of a second set of rulesets may be transmitted to a dynamic agent, each ruleset in the second set of rulesets defining criteria for validation of the code in a second development stage, wherein the dynamic agent is in a limited functionality state. The dynamic agent may be brought to a full functionality state in response to receiving the configuration information for each of the second set of rulesets and may perform a dynamic analysis on the code in view of the second set of rulesets.