Analytics

November 09, 2018

In a recent webinar AIOps and IT Analytics at the Crossroads, I was asked several times about the borderline between AIOps and monitoring tools — most particularly application performance monitoring (APM) capabilities. The general direction of the questions was — how are they different? Do you need AIOps if you have APM already? Why should I invest in both? ...

October 17, 2018

We're seeing artificial intelligence for IT operations or "AIOps" take center stage in the IT industry. If AIOps hasn't been on your horizon yet, look closely and expect it soon. So what can we expect from automation and AIOps as it becomes more commonplace? ...

October 15, 2018

Use of artificial intelligence (AI) in digital commerce is generally considered a success, according to a survey by Gartner, Inc. About 70 percent of digital commerce organizations surveyed report that their AI projects are very or extremely successful ...

October 12, 2018

Most organizations are adopting or considering adopting machine learning due to its benefits, rather than with the intention to cut people’s jobs, according to the Voice of the Enterprise (VoTE): AI & Machine Learning – Adoption, Drivers and Stakeholders 2018 survey conducted by 451 Research ...

October 11, 2018

AI (Artificial Intelligence) and ML (Machine Learning) are the number one strategic enterprise IT investment priority in 2018 (named by 33% of enterprises), taking the top spot from container management (28%), and clearly leaving behind DevOps pipeline automation (13%), according to new EMA research ...

October 02, 2018

Retailers that have readily adopted digital technologies have experienced a 6% CAGR revenue growth over a 3-year period, while other retailers that have explored digital without a full commitment to broad implementation experienced flat growth over the same period ...

September 14, 2018

The goal of EMA's latest research was to look at how advanced IT analytics (AIA) — EMA's term for primarily what today is best known as "AIOps" — is being deployed. Here are the remaining four of my seven personal takeaways ...

September 13, 2018

OK, the data is in! The goal of EMA's latest research was to look at how advanced IT analytics (AIA) — or EMA's term for primarily what today is best known as "AIOps" — is being deployed. Here are seven of my own personal takeaways ...

August 14, 2018

This question is really two questions. The first would be: What's really going on in terms of a confusion of terms? — as we wrestle with AIOps, IT Operational Analytics, big data, AI bots, machine learning, and more generically stated "AI platforms" (… and the list is far from complete). The second might be phrased as: What's really going on in terms of real-world advanced IT analytics deployments — where are they succeeding, and where are they not? This blog will look at both questions as a way of introducing EMA's newest research with data ...

August 08, 2018

Here's the problem: IT teams are in the dark. The only information they have available to them is based on what users decide to tell them about through calls to the help desk ...

August 01, 2018

Modern enterprise growth is heavily reliant on an organization's ability to assess past IT events to then look forward, anticipate and prevent service failures from happening. This is the crux of predictive analytics. Today's fast-moving enterprises have data and expertise locked up in siloed organizations, making it difficult to extract actionable insights, which inevitably impacts the scale, size and speed of a company's growth. The following are steps to build the best predictive analytics team ...

July 17, 2018

The essential value resulting from data-driven processes has become progressively linked with analytics. Once considered a desired complement to intuitive decision-making, analytics has developed into a main focus of mission-critical applications across industries for any number of use cases ...

June 18, 2018

Global business value derived from artificial intelligence (AI) is projected to total $1.2 trillion in 2018, an increase of 70 percent from 2017, according to Gartner, Inc. AI-derived business value is forecast to reach $3.9 trillion in 2022.

June 11, 2018

Imagine this: after a fantastic night's sleep, you walk into the office ready to attack the day. You sit down at your desk ready to go, and your computer starts acting up. You call the help desk, but all IT can do is create a ticket for you and transfer it to another team to help you as soon as possible ...

May 09, 2018

APMdigest asked experts from across the IT industry for their opinions on the essential tools to support digital transformation. Part 3 covers analytics, AI and machine learning ...

May 01, 2018

If IT professionals want to be instrumental to their organization's successful digital transformation journey, they should continue prioritizing a hybrid IT environment while simultaneously developing new skillsets and leveraging emerging technologies. To help IT professionals arm themselves with a new set of skills, technologies, and resources to bridge the leadership gap and manage the intersection of hype and performance, consider the following recommendations ...

April 30, 2018

In the time it takes you to read this sentence, a website will lose 53% of its visitors if the page hasn't loaded. This confirms what most of us have known for a while: IT performance is more important than ever in today's digital economy. It's crucial to an organization's bottom line, as high bounce rates can result in lost money, while improved performance can save time and money ...

April 06, 2018

When will we be at a point where virtually all enterprise workloads are run in the cloud and how will that change things for IT? To find out, we commissioned a survey, Cloud Vision 2020: The Future of the Cloud. The results were fascinating. I'll share three fundamental lessons we learned in the survey ...

March 28, 2018

The deluge of data created by IT infrastructures that generate data every second often takes great investments of time to make sense of. Leveraging AI or machine learning technologies in Application Performance Management (APM) simplifies the complex IT systems, automates application-environment discovery and makes for smarter decisions faster with proactive problem resolution. The benefits of AI-driven APM solutions seem obvious but raise important questions around AI technologies and its greater impact ...

March 06, 2018

Businesses everywhere continually strive for greater efficiency. By way of illustration, more than a third of IT professionals cite "moving faster" as their top goal for 2018, and improving the efficiency of operations was one of the top three stated business objectives for organizations considering digital transformation initiatives ...

February 23, 2018

With 2017 behind us, the news cycle is still stirring up stories on artificial intelligence (AI) and machine learning (ML), but has some of the excitement worn off? We're witnessing a surge of activity in the space. Can actual examples of AI in the enterprise rise among some of the noise that's inundating the market and hindering the credibility of everyone? ...

February 22, 2018

Everyone wants to talk about how analytics is the future of network engineering and operations. The phrase "network analytics" is used by vendors of various stripes to imply that a particular technology is smarter and better than the average solution. But what is it? What does the term network analytics mean to the enterprise network infrastructure professionals? ...

February 20, 2018

The Global CIO Point of View report compiled by ServiceNow notes that 89 percent of organizations are either in the planning stages or are already taking advantage of machine learning. Nearly 90 percent of the CIOs surveyed anticipate that increasing automation will increase the speed and accuracy of decisions, and more than two-thirds believe that decisions made by machines will be more accurate than human-made decisions ...

February 13, 2018

APM had to evolve to keep pace with development velocity and maintain the service quality for the modern applications born out of digital transformation. Automation and artificial intelligence (AI) technologies are critical to the next step in APM evolution, helping to address speed, scalability and intelligence demands ...

February 12, 2018

A worldwide survey by Gartner, Inc. showed that 91 percent of organizations have not yet reached a "transformational" level of maturity in data and analytics, despite this area being a number one investment priority for CIOs in recent years ...

Pages