公开(公告)号：US20240378088A1

公开(公告)日：2024-11-14

申请号：US18450221

申请日：2023-08-15

Applicant: Cloudera, Inc.

Inventor： Sunil Govindan ,  Zhankun Tang ,  Siddharth Seth ,  Tarun Parimi ,  Vinod K. Vavilapalli ,  Tanu Ajmera

IPC: G06F9/50

Abstract: Introduced here is a resource management platform (also called a “resource manager”) that is able to dynamically allocate compute resources to workloads to accommodate resource requirements of a tenant in a more efficient and cost-effective manner, especially in scenarios where compute resource availability is elastic in nature. The resource manager can include a scheduling engine and a recommending engine that together are able to optimize the scaling up and down of compute resources in different scenarios. Normally, the resource manager can communicate with a resource-aware, external entity that may be responsible for implementing appropriate changes on a cloud infrastructure. For example, the external entity may be responsible for adding or removing nodes assigned to a given tenant, as well as obtaining relevant attributes of those compute resources from a provider of the cloud infrastructure.