IBM applies predictive analysis to IT operations

IBM says its investment in data analysis can pay off for system administrators with the new Predictive Insights product

Turning its considerable expertise in analytics to the study of IT operations, IBM has assembled a software package to help system administrators better pinpoint potential problems and performance issues, using many of IBM's tools for business intelligence, machine learning and data mining.

"We've applied the IBM investments in analytics to IT," said Matt Ellis, vice president of software development for performance management.

The new product, called Predictive Insights, was designed to predict and detect anomalies in the IT environment.

Since 2005, IBM has invested US$16 billion in boosting its analytics capabilities, both through acquisition and research and development. Now, the company is applying some of this expertise to helping administrators better manage IT operations.

Predictive Insights can tap into operational data from a number of areas. It can use log files, changes to configuration files, network traffic, performance metrics from application APIs (application programming interfaces), and alerts and alarms from the applications. It can also work with data from various monitoring systems, such as application performance management (APM) and event management software.

The software uses the IBM InfoSphere Streams platform to intercept traffic from these sources and establish a baseline for typical system performance. The software then can recognize and highlight emerging patterns across these different data sources, which is important for pinpointing problems across a stack of software.

For instance, a banking application may be performing slowly, but it would be difficult for a network administrator to determine the problem may be with the Java Virtual Machines (JVMs), which are executing garbage collection duties at inopportune times, slowing their output.

Predictive Insights was designed to catch such problems, Ellis said. The software also draws from IBM's Cognos business intelligence software and the company's SPSS algorithms for predictive analysis and machine learning. It is designed to predict when problems will occur, given past behavior.

The software also offers administrators the ability to search across data sources. In addition, it also is able to produce documentation and information for trouble tickets.

IBM is not alone in its pursuit of the emerging field of applying analysis to IT operations data. Hewlett-Packard is also planning to launch its Operations Analytics platform by the end of this year.

Joab Jackson covers enterprise software and general technology breaking news for The IDG News Service. Follow Joab on Twitter at @Joab_Jackson. Joab's e-mail address is Joab_Jackson@idg.com

Join the newsletter!

Or

Sign up to gain exclusive access to email subscriptions, event invitations, competitions, giveaways, and much more.

Membership is free, and your security and privacy remain protected. View our privacy policy before signing up.

Error: Please check your email address.

Tags IBMsoftwareapplicationssystem managementdata mining

Keep up with the latest tech news, reviews and previews by subscribing to the Good Gear Guide newsletter.

Joab Jackson

IDG News Service
Show Comments

Cool Tech

Toys for Boys

Family Friendly

Stocking Stuffer

SmartLens - Clip on Phone Camera Lens Set of 3

Learn more >

Christmas Gift Guide

Click for more ›

Brand Post

Most Popular Reviews

Latest Articles

Resources

PCW Evaluation Team

Aysha Strobbe

Microsoft Office 365/HP Spectre x360

Microsoft Office continues to make a student’s life that little bit easier by offering reliable, easy to use, time-saving functionality, while continuing to develop new features that further enhance what is already a formidable collection of applications

Michael Hargreaves

Microsoft Office 365/Dell XPS 15 2-in-1

I’d recommend a Dell XPS 15 2-in-1 and the new Windows 10 to anyone who needs to get serious work done (before you kick back on your couch with your favourite Netflix show.)

Maryellen Rose George

Brother PT-P750W

It’s useful for office tasks as well as pragmatic labelling of equipment and storage – just don’t get too excited and label everything in sight!

Cathy Giles

Brother MFC-L8900CDW

The Brother MFC-L8900CDW is an absolute stand out. I struggle to fault it.

Luke Hill

MSI GT75 TITAN

I need power and lots of it. As a Front End Web developer anything less just won’t cut it which is why the MSI GT75 is an outstanding laptop for me. It’s a sleek and futuristic looking, high quality, beast that has a touch of sci-fi flare about it.

Emily Tyson

MSI GE63 Raider

If you’re looking to invest in your next work horse laptop for work or home use, you can’t go wrong with the MSI GE63.

Featured Content

Don’t have an account? Sign up here

Don't have an account? Sign up now

Forgot password?