1. An information processing system for detecting soft failures, the information processing system comprising: a memory; a processor; and a soft failure detection system communicatively coupled to the memory and the processor, the soft failure detection system for performing a method comprising: monitoring a set of artifacts being generated by at least one process in a system; determining, based on the monitoring, that a number of artifacts being generated by the process is below a given threshold, wherein the threshold is based on a set of historical data associated with artifact generation by the process; analyzing, based on the determining, the process; determining, based on the analyzing, a current state of the process; and generating a notification based on the current state of the process comprising a set of abnormal behaviors.