Welcome!

Java IoT Authors: Carmen Gonzalez, JP Morgenthal, Elizabeth White, Pat Romanski, Xenia von Wedel

Related Topics: Microservices Expo, Java IoT, Industrial IoT, Microsoft Cloud, IoT User Interface, CRM

Microservices Expo: Article

Will IT Operations Analytics Platforms Replace APM Suites?

Behavior Learning Technology Moves to the Forefront

Gartner recently published an important report titled "Will IT Operations Analytics Platforms Replace APM Suites?"* The report is based on Gartner client Inquiries about enterprise performance and availability strategies and these enterprises report a near-universal commitment to the idea that monitoring, performance and availability should be application-centric. At the same time the report suggests the rate at which investments in new on-premises Application Performance Monitoring (APM) technology appears to be slowing down. It attributes this to observations that enterprises have perhaps prematurely come to believe that IT operations analytics (ITOA) platforms can be deployed as a substitute for traditional APM suites. It concludes that IT operations analytics platforms are not a substitute for traditional five-dimensional APM portfolios, but the importance of analytics to APM will continue to grow over the next five years. It features a strategic planning assumption forecasting that by 2015, 60% of Global 2000 enterprises will consider ITOA a higher priority than APM, up from 20% in 2012.

At about the time of this report, a discussion on the APM Strategies LinkedIn group surfaced about the role of advanced analytics and behavior learning technologies as a priority in the Gartner APM model. So much of my thoughts on the emergence of analytics apply to both topics, and they come from the perspective of Netuitive's customers - which include enterprises in the Telco, financial services, insurance, and e-commerce industries.

The one thing all of them have in common is that they view customized applications and IT services as a competitive differentiator - not necessarily IT infrastructure, which was where monitoring started. And these companies view certain classes of applications as being critical to the business. Often they are customer-facing, revenue impacting services like Point-of-Sales systems in retail and e-commerce, or Broker Portals and Payments Systems in the financial services industries.

Each of our customers also has found that while many APM tools have some sort of analytics, it is often really just a form or reporting for use in non-real time (like capacity planning) or for post-mortem forensics. The largest and most forward thinking organizations have sought Behavior Learning technology as the unifying IT analytics across their entire APM environment enabling them to understand the business impact of IT.

What Behavior Learning technology offers is a way to learn in real time which components of your application infrastructure can be correlated to the measurable behaviors that you care about - end user experience and business KPIs. For example, can a slow-down in web page response be correlated to lengthening SQL call queues in a database intensive application? And if so, which DB cluster or DB server in particular? Or maybe it has nothing to do with the DB cluster and it can be correlated to some "abnormal" JVM metric behavior - so the app cluster is the problem. And if there is a problem - can you correlate this to business impact - like the sales per hour metric for your Point of Sale system?

As exhibited in this video - http://resources.netuitive.com/case-study-mobile-application-provisioning-with-predictive-analytics - Behavior Learning technology as a new form of analytics typically provides application performance insight useful to really deliver proactive management - and I mean REALLY proactive. The challenge of course, is that this is all foreign technology to your DevOps teams so there has to be a buy in period - especially from Sr. Management to make this work.

So from my view of the market - which is our customers - I do see very strong indication that for "APM 2.0" or "Next Generation APM", architects and APM strategists are realizing that it's not enough to collect the data and run-time architectures in the other four dimensions of APM, and that new ways of analyzing all this data - including using Behavior Learning technology - is what is needed to get the most value out of APM for your most critical applications.

The market will either have this need for analytics served by an APM vendor who greatly (and I mean GREATLY) improves its analytics capabilities, or by an analytics specialist like Splunk and Netuitive, that complements traditional APM tools.

*"Will IT  Operations Analytics Platforms Replace APM Suites?" - Will Cappelli, 19 December 2012 - Gartner Research G00246057.

More Stories By Graham Gillen

Graham Gillen is the Vice President of Marketing at Search Technologies. He has over 15 years of experience in Enterprise software in the areas of search and analytics technologies; IT systems management; application performance management; middleware, and IT security. Prior to Netuitive, Graham held product management and marketing positions with VeriSign, webMethods, Netuitive and Cyveillance. He also authors a blog (www.blackbookninja.com) that provides lighthearted career guidance to young product management and marketing professionals. He believes life is too short to work with boring products or rude people.

@ThingsExpo Stories
In this strange new world where more and more power is drawn from business technology, companies are effectively straddling two paths on the road to innovation and transformation into digital enterprises. The first path is the heritage trail – with “legacy” technology forming the background. Here, extant technologies are transformed by core IT teams to provide more API-driven approaches. Legacy systems can restrict companies that are transitioning into digital enterprises. To truly become a lead...
20th Cloud Expo, taking place June 6-8, 2017, at the Javits Center in New York City, NY, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy.
In his keynote at 18th Cloud Expo, Andrew Keys, Co-Founder of ConsenSys Enterprise, provided an overview of the evolution of the Internet and the Database and the future of their combination – the Blockchain. Andrew Keys is Co-Founder of ConsenSys Enterprise. He comes to ConsenSys Enterprise with capital markets, technology and entrepreneurial experience. Previously, he worked for UBS investment bank in equities analysis. Later, he was responsible for the creation and distribution of life sett...
DevOps is being widely accepted (if not fully adopted) as essential in enterprise IT. But as Enterprise DevOps gains maturity, expands scope, and increases velocity, the need for data-driven decisions across teams becomes more acute. DevOps teams in any modern business must wrangle the ‘digital exhaust’ from the delivery toolchain, "pervasive" and "cognitive" computing, APIs and services, mobile devices and applications, the Internet of Things, and now even blockchain. In this power panel at @...
The Internet of Things will challenge the status quo of how IT and development organizations operate. Or will it? Certainly the fog layer of IoT requires special insights about data ontology, security and transactional integrity. But the developmental challenges are the same: People, Process and Platform and how we integrate our thinking to solve complicated problems. In his session at 19th Cloud Expo, Craig Sproule, CEO of Metavine, demonstrated how to move beyond today's coding paradigm and sh...
With major technology companies and startups seriously embracing IoT strategies, now is the perfect time to attend @ThingsExpo 2016 in New York. Learn what is going on, contribute to the discussions, and ensure that your enterprise is as "IoT-Ready" as it can be! Internet of @ThingsExpo, taking place June 6-8, 2017, at the Javits Center in New York City, New York, is co-located with 20th Cloud Expo and will feature technical sessions from a rock star conference faculty and the leading industry p...
20th Cloud Expo, taking place June 6-8, 2017, at the Javits Center in New York City, NY, will feature technical sessions from a rock star conference faculty and the leading industry players in the world. Cloud computing is now being embraced by a majority of enterprises of all sizes. Yesterday's debate about public vs. private has transformed into the reality of hybrid cloud: a recent survey shows that 74% of enterprises have a hybrid cloud strategy.
More and more brands have jumped on the IoT bandwagon. We have an excess of wearables – activity trackers, smartwatches, smart glasses and sneakers, and more that track seemingly endless datapoints. However, most consumers have no idea what “IoT” means. Creating more wearables that track data shouldn't be the aim of brands; delivering meaningful, tangible relevance to their users should be. We're in a period in which the IoT pendulum is still swinging. Initially, it swung toward "smart for smar...
"We build IoT infrastructure products - when you have to integrate different devices, different systems and cloud you have to build an application to do that but we eliminate the need to build an application. Our products can integrate any device, any system, any cloud regardless of protocol," explained Peter Jung, Chief Product Officer at Pulzze Systems, in this SYS-CON.tv interview at @ThingsExpo, held November 1-3, 2016, at the Santa Clara Convention Center in Santa Clara, CA.
The cloud promises new levels of agility and cost-savings for Big Data, data warehousing and analytics. But it’s challenging to understand all the options – from IaaS and PaaS to newer services like HaaS (Hadoop as a Service) and BDaaS (Big Data as a Service). In her session at @BigDataExpo at @ThingsExpo, Hannah Smalltree, a director at Cazena, provided an educational overview of emerging “as-a-service” options for Big Data in the cloud. This is critical background for IT and data professionals...
Internet of @ThingsExpo has announced today that Chris Matthieu has been named tech chair of Internet of @ThingsExpo 2017 New York The 7th Internet of @ThingsExpo will take place on June 6-8, 2017, at the Javits Center in New York City, New York. Chris Matthieu is the co-founder and CTO of Octoblu, a revolutionary real-time IoT platform recently acquired by Citrix. Octoblu connects things, systems, people and clouds to a global mesh network allowing users to automate and control design flo...
The WebRTC Summit New York, to be held June 6-8, 2017, at the Javits Center in New York City, NY, announces that its Call for Papers is now open. Topics include all aspects of improving IT delivery by eliminating waste through automated business models leveraging cloud technologies. WebRTC Summit is co-located with 20th International Cloud Expo and @ThingsExpo. WebRTC is the future of browser-to-browser communications, and continues to make inroads into the traditional, difficult, plug-in web co...
Amazon has gradually rolled out parts of its IoT offerings, but these are just the tip of the iceberg. In addition to optimizing their backend AWS offerings, Amazon is laying the ground work to be a major force in IoT - especially in the connected home and office. In his session at @ThingsExpo, Chris Kocher, founder and managing director of Grey Heron, explained how Amazon is extending its reach to become a major force in IoT by building on its dominant cloud IoT platform, its Dash Button strat...
Complete Internet of Things (IoT) embedded device security is not just about the device but involves the entire product’s identity, data and control integrity, and services traversing the cloud. A device can no longer be looked at as an island; it is a part of a system. In fact, given the cross-domain interactions enabled by IoT it could be a part of many systems. Also, depending on where the device is deployed, for example, in the office building versus a factory floor or oil field, security ha...
In addition to all the benefits, IoT is also bringing new kind of customer experience challenges - cars that unlock themselves, thermostats turning houses into saunas and baby video monitors broadcasting over the internet. This list can only increase because while IoT services should be intuitive and simple to use, the delivery ecosystem is a myriad of potential problems as IoT explodes complexity. So finding a performance issue is like finding the proverbial needle in the haystack.
The idea of comparing data in motion (at the sensor level) to data at rest (in a Big Data server warehouse) with predictive analytics in the cloud is very appealing to the industrial IoT sector. The problem Big Data vendors have, however, is access to that data in motion at the sensor location. In his session at @ThingsExpo, Scott Allen, CMO of FreeWave, discussed how as IoT is increasingly adopted by industrial markets, there is going to be an increased demand for sensor data from the outermos...
Data is the fuel that drives the machine learning algorithmic engines and ultimately provides the business value. In his session at 20th Cloud Expo, Ed Featherston, director/senior enterprise architect at Collaborative Consulting, will discuss the key considerations around quality, volume, timeliness, and pedigree that must be dealt with in order to properly fuel that engine.
In his general session at 19th Cloud Expo, Manish Dixit, VP of Product and Engineering at Dice, discussed how Dice leverages data insights and tools to help both tech professionals and recruiters better understand how skills relate to each other and which skills are in high demand using interactive visualizations and salary indicator tools to maximize earning potential. Manish Dixit is VP of Product and Engineering at Dice. As the leader of the Product, Engineering and Data Sciences team at D...
SYS-CON Events has announced today that Roger Strukhoff has been named conference chair of Cloud Expo and @ThingsExpo 2017 New York. The 20th Cloud Expo and 7th @ThingsExpo will take place on June 6-8, 2017, at the Javits Center in New York City, NY. "The Internet of Things brings trillions of dollars of opportunity to developers and enterprise IT, no matter how you measure it," stated Roger Strukhoff. "More importantly, it leverages the power of devices and the Internet to enable us all to im...
Whether your IoT service is connecting cars, homes, appliances, wearable, cameras or other devices, one question hangs in the balance – how do you actually make money from this service? The ability to turn your IoT service into profit requires the ability to create a monetization strategy that is flexible, scalable and working for you in real-time. It must be a transparent, smoothly implemented strategy that all stakeholders – from customers to the board – will be able to understand and comprehe...