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Innovation Explosion Sets Stage for New Wave of Hybrid Applications

Julie Craig

In the past, technology evolution was quantified as generational. So the first generation of computing was based on the vacuum tube, followed by the transistor, integrated circuits, and microprocessors. Even today, multi-generational software and hardware systems are very much alive in many modern data centers.

The interesting thing about the generational approach is that it has always been associated with linear progression and evolutionary growth. However the rapid technology evolution we are seeing today is more revolutionary than evolutionary, and IT is bearing the brunt of its impact.

Emerging from the financial doldrums of the 2008 – 2012 “downturn”, business and IT are confronted with an explosion of technology which has never been equaled in recorded history. Driverless cars, sensor-driven “swarms”, alternative energy sources, and “smart” electric grids are the tip of the iceberg. And in contrast to the generational, evolutionary innovation waves of the past, everything is happening at once.

Businesses are confronted with multiple concurrent streams of innovation encompassing cloud, sensor networks, Internets of Things (IoT), social media, and ubiquitous mobile. Each of these trends becomes, in turn, a foundation for the next wave of innovation. Each also provides business opportunities for creating the “next big idea” driving revenue from new products and services.

I have heavily covered this evolution with multiple research pieces over the past several years and am currently analyzing the results of my latest survey on the topic of the Extended Enterprise. This is an ecosystem-wide view of the trends currently impacting IT, summarized in a paper entitled Public Cloud Comes of Age: Application Performance Management (APM) Strategies & Products for a Production-Ready Cloud Ecosystem. With the paper scheduled to be published by December 15, I will be presenting a webinar on the topic on December 16. Click here to register .

The research focuses on the increasingly hybrid nature of today’s applications, particularly in view of the fact that this “explosion of innovation” is, essentially, being driven by software. Enterprise IT is already dealing with hybrid on-premise/public Cloud applications, and future hybrid deployments will encompass Internet of Things, mobile, and social media interactions and data as well.

A growing “API Economy” means that everything is connected. While interconnected apps take a toll on performance, particularly when they are connected via APIs, users expect the same levels of performance regardless of their device or location. And as data siphoned from sensor networks and related “Internet of Things” technologies increasingly becomes fodder for business-critical data stores and reporting, real time interoperability becomes increasingly important — as well as increasingly difficult to achieve.

In short, the challenges of monitoring and managing “hybrid” environments which I anticipated three years ago have now come to pass — in spades. Why is this important? Because all of these technologies are, or soon will be, leveraged by component-based applications and services. So in addition to “hybrid cloud”, we will also have “hybrid API-driven apps” (transactions executing via multiple API calls), “hybrid mobile” (mobile to mobile applications), and other combinations of “hybrids”.

Although it is an exciting and interesting time to be part of this evolution, one should also note the age-old curse that says: May you live in interesting times. IT professionals at all levels — including CIOs, Directors, and managers — are living in interesting times. With applications running “in the cloud”, accessing partner and supplier data centers, executing as mobile “apps”, driving down the road, and exchanging real-time data, the illusion of control has dissipated.

So the “big picture” question is: How can IT manage application performance and availability in an environment it can’t control? For enterprise IT, the question of the day then becomes, “Is YOUR organization ready to support these technologies”?

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Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

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Innovation Explosion Sets Stage for New Wave of Hybrid Applications

Julie Craig

In the past, technology evolution was quantified as generational. So the first generation of computing was based on the vacuum tube, followed by the transistor, integrated circuits, and microprocessors. Even today, multi-generational software and hardware systems are very much alive in many modern data centers.

The interesting thing about the generational approach is that it has always been associated with linear progression and evolutionary growth. However the rapid technology evolution we are seeing today is more revolutionary than evolutionary, and IT is bearing the brunt of its impact.

Emerging from the financial doldrums of the 2008 – 2012 “downturn”, business and IT are confronted with an explosion of technology which has never been equaled in recorded history. Driverless cars, sensor-driven “swarms”, alternative energy sources, and “smart” electric grids are the tip of the iceberg. And in contrast to the generational, evolutionary innovation waves of the past, everything is happening at once.

Businesses are confronted with multiple concurrent streams of innovation encompassing cloud, sensor networks, Internets of Things (IoT), social media, and ubiquitous mobile. Each of these trends becomes, in turn, a foundation for the next wave of innovation. Each also provides business opportunities for creating the “next big idea” driving revenue from new products and services.

I have heavily covered this evolution with multiple research pieces over the past several years and am currently analyzing the results of my latest survey on the topic of the Extended Enterprise. This is an ecosystem-wide view of the trends currently impacting IT, summarized in a paper entitled Public Cloud Comes of Age: Application Performance Management (APM) Strategies & Products for a Production-Ready Cloud Ecosystem. With the paper scheduled to be published by December 15, I will be presenting a webinar on the topic on December 16. Click here to register .

The research focuses on the increasingly hybrid nature of today’s applications, particularly in view of the fact that this “explosion of innovation” is, essentially, being driven by software. Enterprise IT is already dealing with hybrid on-premise/public Cloud applications, and future hybrid deployments will encompass Internet of Things, mobile, and social media interactions and data as well.

A growing “API Economy” means that everything is connected. While interconnected apps take a toll on performance, particularly when they are connected via APIs, users expect the same levels of performance regardless of their device or location. And as data siphoned from sensor networks and related “Internet of Things” technologies increasingly becomes fodder for business-critical data stores and reporting, real time interoperability becomes increasingly important — as well as increasingly difficult to achieve.

In short, the challenges of monitoring and managing “hybrid” environments which I anticipated three years ago have now come to pass — in spades. Why is this important? Because all of these technologies are, or soon will be, leveraged by component-based applications and services. So in addition to “hybrid cloud”, we will also have “hybrid API-driven apps” (transactions executing via multiple API calls), “hybrid mobile” (mobile to mobile applications), and other combinations of “hybrids”.

Although it is an exciting and interesting time to be part of this evolution, one should also note the age-old curse that says: May you live in interesting times. IT professionals at all levels — including CIOs, Directors, and managers — are living in interesting times. With applications running “in the cloud”, accessing partner and supplier data centers, executing as mobile “apps”, driving down the road, and exchanging real-time data, the illusion of control has dissipated.

So the “big picture” question is: How can IT manage application performance and availability in an environment it can’t control? For enterprise IT, the question of the day then becomes, “Is YOUR organization ready to support these technologies”?

Hot Topics

The Latest

According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

Image
Cloudbrink's Personal SASE services provide last-mile acceleration and reduction in latency

In MEAN TIME TO INSIGHT Episode 13, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses hybrid multi-cloud networking strategy ... 

In high-traffic environments, the sheer volume and unpredictable nature of network incidents can quickly overwhelm even the most skilled teams, hindering their ability to react swiftly and effectively, potentially impacting service availability and overall business performance. This is where closed-loop remediation comes into the picture: an IT management concept designed to address the escalating complexity of modern networks ...

In 2025, enterprise workflows are undergoing a seismic shift. Propelled by breakthroughs in generative AI (GenAI), large language models (LLMs), and natural language processing (NLP), a new paradigm is emerging — agentic AI. This technology is not just automating tasks; it's reimagining how organizations make decisions, engage customers, and operate at scale ...

In the early days of the cloud revolution, business leaders perceived cloud services as a means of sidelining IT organizations. IT was too slow, too expensive, or incapable of supporting new technologies. With a team of developers, line of business managers could deploy new applications and services in the cloud. IT has been fighting to retake control ever since. Today, IT is back in the driver's seat, according to new research by Enterprise Management Associates (EMA) ...

In today's fast-paced and increasingly complex network environments, Network Operations Centers (NOCs) are the backbone of ensuring continuous uptime, smooth service delivery, and rapid issue resolution. However, the challenges faced by NOC teams are only growing. In a recent study, 78% state network complexity has grown significantly over the last few years while 84% regularly learn about network issues from users. It is imperative we adopt a new approach to managing today's network experiences ...

Image
Broadcom

From growing reliance on FinOps teams to the increasing attention on artificial intelligence (AI), and software licensing, the Flexera 2025 State of the Cloud Report digs into how organizations are improving cloud spend efficiency, while tackling the complexities of emerging technologies ...