BMC’s AMI Brings Machine Learning to Z

On Oct 18 BMC announced AMI, an automated mainframe intelligence capability that promises higher performing, self-managing mainframe environments to meet the growing demands created by digital business growth and do it through the use of AI-like capabilities.

AMI delivers a self-managing mainframe

BMC’s AMI solutions combine built-in domain expertise, machine learning, intelligent automation, and predictive analytics to help enterprises automatically manage, diagnose, heal, secure, and optimize mainframe processes. BMC doesn’t actually call it AI but they attribute all the AI buzzwords to it.

BMC cited Gartner saying: by 2020, thirty percent of data centers that fail to apply artificial intelligence and machine learning effectively in support of enterprise business will cease to be operationally and economically viable.  BMC is tapping machine learning in conjunction with its analysis of dozens of KPIs and millions of metrics a day to proactively identify, predict, and fix problems before they become an issue. In the process, BMC intends relieve the burden on enterprise teams and free up IT staff to work on high-value initiatives by removing manual processes through intelligent automation. Ultimately, the company hopes to keep its customers, as Gartner put it, operationally and economically viable.

In effect, mainframe-based organizations can benefit from BMC’s expertise in collecting deep and broad z/OS operational metrics from a variety of industry data sources, built-in world-class domain expertise, and multivariate analysis.

A lot of this already is available in the Z itself through a variety of tools, particularly zAware, described by IBM as a firmware feature consisting of an integrated set of analytic applications that monitor software running on z/OS and model normal system behavior. Its pattern recognition techniques identify unexpected messages, providing rapid diagnosis of problems caused by system changes.

But BMC is adding two new ingredients that should take this further, Autonomous Solutions and Enterprise Connectors.

Autonomous Solutions promise to enable IT operations that automatically anticipate and repair performance degradations and disruptive outages before they occur, without manual intervention. This set of intelligent, integrated solutions that compasses BMC AMI for Security Management, BMC AMI for DevOps, BMC AMI for Performance and Availability Management, and BMC AMI Cost and Capacity Management.

Enterprise Connectors move business-critical data from the mainframe to the entire enterprise and simplify the enterprise-wide management of business applications. The connectors promise a complete view of enterprise data by streaming mainframe metrics and related information in real-time to a variety of data receivers, including leading Security Information and Event Management (SIEM) solutions such as Splunk, IBM QRadar, ArcSight, LogRhythm, McAfee Enterprise Security Manager, and others. Note, BMC’s AMI Data Extractor for IMS solution is available now, additional extractors will be available early in 2019.

To bolster its mainframe business further. BMC in early October announced the acquisition of the assets of CorreLog, Inc., which provides real-time security management to mainframe customers. When combined with BMC’s offerings in systems, data, and cost management, it enables end-to-end solutions to ensure the availability, performance, and security of mission critical applications and data residing on today’s modern mainframe the merged operation. CorreLog brings capabilities for security and compliance auditing professionals who need more advanced network and system security, and improved adherence to key industry standards for protecting data.

The combination of CorreLog’s security offerings with BMC’s mainframe capabilities provides organizations with enhanced security capabilities including:

Real-time visibility into security events from mainframe environments, delivered directly into SIEM/SOC systems. It also brings a wide variety of security alerts, including IBM IMS and Db2, event log correlation, which provides up-to-the second security notifications for faster remediation in the event of a breach, and a 360-degree view of mainframe threat activity. The CorreLog deal is expected to close later this quarter.

DancingDinosaur is Alan Radding, a veteran information technology analyst, writer, and ghost-writer. Follow DancingDinosaur on Twitter, @mainframeblog, and see more of his work at technologywriter.com.

Tags: , , , , , , , , , , , , , , , , ,

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Google+ photo

You are commenting using your Google+ account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

Connecting to %s

This site uses Akismet to reduce spam. Learn how your comment data is processed.


%d bloggers like this: