International Business Machines Corporation

Bent Braum Holst

John Jason Auvenshine

Mikael H Lindstrom

Perry J Gallo

Stanley C Wood

Per Lutkemeyer

Donald Charles Laing

Christian Sonder

Susan K Schreitmueller

Thomas Lindgaard

Nicolai Kildal

A method and system for improving operation of a memory device is provided. The method includes detecting, via sensors, environmental factors affecting an operation of individual hardware storage devices within an array of hardware storage devices. The environmental factors are analyzed with respect to operational characteristics of the individual hardware storage devices and a resulting expected failure rate for the individual hardware storage devices is determined. Array parameters associated with a hardware configuration for the array of hardware storage devices with respect to each expected failure rate are determined and associated issues are detected. Reliability characteristics and associated risks of the array of hardware storage devices are determined and a functionality of the array of hardware storage devices is modified.

Hardware storage device optimization

A method for predicting a failure of a complex storage environment is provided. An earliest expected incident of resource exhaustion on a data path of interest is predicted. The method includes monitoring a current utilization of one or more resources over a data path of interest, and calculating a maximum utilization threshold for each resource, such that exceeding the maximum utilization threshold adversely impacts one or more performance measures. An expected performance threshold is created that is associated with an expected performance. A maximum values of resource usage over time is analyzed to predict when the expected performance will fall outside of an acceptable overall performance threshold for the data path of interest to determine an earliest expected incident of resource exhaustion.

Analyzing performance and capacity of a complex storage environment for predicting expected incident of resource exhaustion on a data path of interest by analyzing maximum values of resource usage over time

A compliance method and associated system is provided. The method includes generating backup devices for devices of a list of devices associated with a data storage environment. A device from the list of devices is selected and available credentials for connecting and authenticating the device are determined. Configuration and operational state data for the device are retrieved. A backup device associated with the device is selected and associated policies are loaded. Each policy is evaluated with respect to the backup devices, associated dependencies, and the configuration and operational state data. Compliant and non-compliant policies with respect to the backup devices are determined.

Ensuring health and compliance of devices

Growing community of inventors

Alleroed, Denmark

Bent Braum Holst