SYSTEMS AND METHODS FOR RESOURCE MANAGEMENT FOR MULTI-TENANT APPLICATIONS IN A HADOOP CLUSTER

摘要

Systems and methods for resource management for multi-tenant applications in a Hadoop cluster are disclosed. In one embodiment, in an information processing device comprising at least one computer processor, a method for resource management for multi-tenant applications in a Hadoop cluster may include: (1) allocating an initial allocation of a resource in a resource pool to a plurality of tenants, each tenant having a workload; (2) determining a memory requirement for each of the plurality of tenants; (3) determining a maximum number of concurrent queries or jobs for each of the plurality of tenants; (4) determining a memory and vcore requirement for each of the plurality of tenants based on the memory requirement and maximum number of concurrent queries or jobs; and (5) allocating the resources to each of the plurality of tenants.