Abstract: Disclosed herein are system, method, and computer program product embodiments for individually deploying batch functions in a cluster computing environment. A batch function system may receive a scheduled batch job for execution at a particular timing. Rather than deploying the corresponding batch functions as a bundled monolith, the batch function system may individually deploy corresponding batch functions. To individually deploy the batch functions, the batch function system may use a verticle data structure for defining a batch job. The batch function system may then execute a batch function corresponding to the batch job on a cluster computing platform by deploying the batch function to a pod executing on computing nodes. Upon individual completion of execution, the batch function system may release the pod and/or computing nodes to make the computing resources available. The batch function system may also preserve and pass data between pods executing batch functions.

Abstract: Systems and methods for messaging balancing and control are disclosed. The system may retrieve aggregated message events from a first time window based on a balancing schedule. Each message event in the aggregated message events may include a timestamp. The timestamp may be within a time period assigned to the first time window. The system may execute an aggregated balancing operation on the aggregated message events. In response to determining in the aggregated balancing operation that the aggregated message events are out-of-balance, the system may execute an event balancing operation on the message events.

Abstract: Systems and methods for messaging balancing and control are disclosed. The system may retrieve aggregated message events from a first time window based on a balancing schedule. Each message event in the aggregated message events may include a timestamp. The timestamp may be within a time period assigned to the first time window. The system may execute an aggregated balancing operation on the aggregated message events. In response to determining in the aggregated balancing operation that the aggregated message events are out-of-balance, the system may execute an event balancing operation on the message events.