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Determine a load balancing mechanism for allocation of shared resources in a storage system using a machine learning module based on number of I/O operations

專利號
US11175958B2
公開日期
2021-11-16
申請人
INTERNATIONAL BUSINESS MACHINES CORPORATION(US NY Armonk)
發(fā)明人
Lokesh M. Gupta; Matthew R. Craig; Beth Ann Peterson; Kevin John Ash
IPC分類
G06F9/50; G06N3/08; G06N20/00
技術(shù)領(lǐng)域
tcbs,learning,storage,in,machine,host,module,adapter,controller,resources
地域: NY NY Armonk

摘要

A plurality of interfaces that share a plurality of resources in a storage controller are maintained. In response to an occurrence of a predetermined number of operations associated with an interface of the plurality of interfaces, an input is provided on a plurality of attributes of the storage controller to a machine learning module. In response to receiving the input, the machine learning module generates an output value corresponding to a number of resources of the plurality of resources to allocate to the interface in the storage controller.

說明書

Resources may have to be allocated for performing various tasks associated with interfaces in a storage controller that controls access to one or more storage devices and allows one or more host computational devices to access data stored in the one or more storage devices. The term resources as used in this disclosure is used to encompass any type of entity that may be allocated for performing one or more tasks in an interface of a computational device (e.g., a storage controller), and the term interface may include any device or component of the computational device. For example, a task control block (TCB) is a resource, wherein the TCB may be a data structure in the operating system kernel that includes the information needed to manage the scheduling and operation of a particular task. The TCB stores many different items of data that are needed for correct and efficient task management. TCBs may be allocated for performing tasks like I/O operations that are performed via ports of a host bus adapter that communicatively couples the storage controller to a host computational device, where the ports and the host bus adapter may comprise interfaces for the storage controller.

權(quán)利要求

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