Java IoT Authors: Elizabeth White, Liz McMillan, Pat Romanski, Roger Strukhoff, Yeshim Deniz

Related Topics: Microservices Expo, Java IoT, Industrial IoT, Microsoft Cloud, Machine Learning , 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
DevOpsSummit New York 2018, colocated with CloudEXPO | DXWorldEXPO New York 2018 will be held November 11-13, 2018, in New York City. Digital Transformation (DX) is a major focus with the introduction of DXWorldEXPO within the program. Successful transformation requires a laser focus on being data-driven and on using all the tools available that enable transformation if they plan to survive over the long term. A total of 88% of Fortune 500 companies from a generation ago are now out of bus...
Dion Hinchcliffe is an internationally recognized digital expert, bestselling book author, frequent keynote speaker, analyst, futurist, and transformation expert based in Washington, DC. He is currently Chief Strategy Officer at the industry-leading digital strategy and online community solutions firm, 7Summits.
DXWordEXPO New York 2018, colocated with CloudEXPO New York 2018 will be held November 11-13, 2018, in New York City and will bring together Cloud Computing, FinTech and Blockchain, Digital Transformation, Big Data, Internet of Things, DevOps, AI, Machine Learning and WebRTC to one location.
Widespread fragmentation is stalling the growth of the IIoT and making it difficult for partners to work together. The number of software platforms, apps, hardware and connectivity standards is creating paralysis among businesses that are afraid of being locked into a solution. EdgeX Foundry is unifying the community around a common IoT edge framework and an ecosystem of interoperable components.
Cloud-enabled transformation has evolved from cost saving measure to business innovation strategy -- one that combines the cloud with cognitive capabilities to drive market disruption. Learn how you can achieve the insight and agility you need to gain a competitive advantage. Industry-acclaimed CTO and cloud expert, Shankar Kalyana presents. Only the most exceptional IBMers are appointed with the rare distinction of IBM Fellow, the highest technical honor in the company. Shankar has also receive...
Enterprises have taken advantage of IoT to achieve important revenue and cost advantages. What is less apparent is how incumbent enterprises operating at scale have, following success with IoT, built analytic, operations management and software development capabilities - ranging from autonomous vehicles to manageable robotics installations. They have embraced these capabilities as if they were Silicon Valley startups.
DXWorldEXPO LLC announced today that ICOHOLDER named "Media Sponsor" of Miami Blockchain Event by FinTechEXPO. ICOHOLDER give you detailed information and help the community to invest in the trusty projects. Miami Blockchain Event by FinTechEXPO has opened its Call for Papers. The two-day event will present 20 top Blockchain experts. All speaking inquiries which covers the following information can be submitted by email to [email protected] Miami Blockchain Event by FinTechEXPO also offers s...
Poor data quality and analytics drive down business value. In fact, Gartner estimated that the average financial impact of poor data quality on organizations is $9.7 million per year. But bad data is much more than a cost center. By eroding trust in information, analytics and the business decisions based on these, it is a serious impediment to digital transformation.
Predicting the future has never been more challenging - not because of the lack of data but because of the flood of ungoverned and risk laden information. Microsoft states that 2.5 exabytes of data are created every day. Expectations and reliance on data are being pushed to the limits, as demands around hybrid options continue to grow.
The standardization of container runtimes and images has sparked the creation of an almost overwhelming number of new open source projects that build on and otherwise work with these specifications. Of course, there's Kubernetes, which orchestrates and manages collections of containers. It was one of the first and best-known examples of projects that make containers truly useful for production use. However, more recently, the container ecosystem has truly exploded. A service mesh like Istio addr...
As IoT continues to increase momentum, so does the associated risk. Secure Device Lifecycle Management (DLM) is ranked as one of the most important technology areas of IoT. Driving this trend is the realization that secure support for IoT devices provides companies the ability to deliver high-quality, reliable, secure offerings faster, create new revenue streams, and reduce support costs, all while building a competitive advantage in their markets. In this session, we will use customer use cases...
Digital Transformation: Preparing Cloud & IoT Security for the Age of Artificial Intelligence. As automation and artificial intelligence (AI) power solution development and delivery, many businesses need to build backend cloud capabilities. Well-poised organizations, marketing smart devices with AI and BlockChain capabilities prepare to refine compliance and regulatory capabilities in 2018. Volumes of health, financial, technical and privacy data, along with tightening compliance requirements by...
Business professionals no longer wonder if they'll migrate to the cloud; it's now a matter of when. The cloud environment has proved to be a major force in transitioning to an agile business model that enables quick decisions and fast implementation that solidify customer relationships. And when the cloud is combined with the power of cognitive computing, it drives innovation and transformation that achieves astounding competitive advantage.
Cloud Expo | DXWorld Expo have announced the conference tracks for Cloud Expo 2018. Cloud Expo will be held June 5-7, 2018, at the Javits Center in New York City, and November 6-8, 2018, at the Santa Clara Convention Center, Santa Clara, CA. Digital Transformation (DX) is a major focus with the introduction of DX Expo within the program. Successful transformation requires a laser focus on being data-driven and on using all the tools available that enable transformation if they plan to survive ov...
DXWorldEXPO | CloudEXPO are the world's most influential, independent events where Cloud Computing was coined and where technology buyers and vendors meet to experience and discuss the big picture of Digital Transformation and all of the strategies, tactics, and tools they need to realize their goals. Sponsors of DXWorldEXPO | CloudEXPO benefit from unmatched branding, profile building and lead generation opportunities.
Digital Transformation and Disruption, Amazon Style - What You Can Learn. Chris Kocher is a co-founder of Grey Heron, a management and strategic marketing consulting firm. He has 25+ years in both strategic and hands-on operating experience helping executives and investors build revenues and shareholder value. He has consulted with over 130 companies on innovating with new business models, product strategies and monetization. Chris has held management positions at HP and Symantec in addition to ...
With 10 simultaneous tracks, keynotes, general sessions and targeted breakout classes, @CloudEXPO and DXWorldEXPO are two of the most important technology events of the year. Since its launch over eight years ago, @CloudEXPO and DXWorldEXPO have presented a rock star faculty as well as showcased hundreds of sponsors and exhibitors! In this blog post, we provide 7 tips on how, as part of our world-class faculty, you can deliver one of the most popular sessions at our events. But before reading...
The best way to leverage your Cloud Expo presence as a sponsor and exhibitor is to plan your news announcements around our events. The press covering Cloud Expo and @ThingsExpo will have access to these releases and will amplify your news announcements. More than two dozen Cloud companies either set deals at our shows or have announced their mergers and acquisitions at Cloud Expo. Product announcements during our show provide your company with the most reach through our targeted audiences.
The IoT Will Grow: In what might be the most obvious prediction of the decade, the IoT will continue to expand next year, with more and more devices coming online every single day. What isn’t so obvious about this prediction: where that growth will occur. The retail, healthcare, and industrial/supply chain industries will likely see the greatest growth. Forrester Research has predicted the IoT will become “the backbone” of customer value as it continues to grow. It is no surprise that retail is ...
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 settlement products to hedge funds and investment banks. After, he co-founded a revenue cycle management company where he learned about Bitcoin and eventually Ethereal. Andrew's role at ConsenSys Enterprise is a mul...