Abstract: A method for managing client resources by receiving a desired load factor representing the number of instructions being executed per second (IOPS) to implement an application on a set of cores of a client device, based on the desired load factor and a latency factor, determining a maximum number of IOPS that can be executed by the cores of the client device before reaching system saturation, determining a pattern of the IOPS being executed on the set of cores based on historical IOPS information for the latency factor, and based on the historical IOPS information, determining to execute the IOPS on a subset of the set of cores.

Abstract: In general, embodiment relate to a method for provisioning a plurality of client application nodes in a distributed system using a management node, the method comprising: creating a file system in a namespace; associating the file system with a scale out volume; mounting the file system on a metadata node in the distributed system, wherein mounting the file system comprises storing a scale out volume record of the scale out volume; storing file system information for the file system in a second file system on the management node, wherein the file system information specifies the file system and the metadata node on which the file system is mounted; wherein storing the file system information triggers distribution of the file system information to at least a portion of a plurality of client application nodes.

Abstract: A method for managing client resources by receiving a desired load factor representing the number of instructions being executed per second (IOPS) to implement an application on a set of cores of a client device, based on the desired load factor and a latency factor, determining a maximum number of IOPS that can be executed by the cores of the client device before reaching system saturation, determining a pattern of the IOPS being executed on the set of cores based on historical IOPS information for the latency factor, and based on the historical IOPS information, determining to execute the IOPS on a subset of the set of cores.