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The App Hugger's Brief History of Application Recovery - Part II: The APM Era

Kevin McCartney

This is Part II of our recounting of the most common approaches to application recovery since the mid-1990s, along with an overview of the limitations we’ve run across most frequently.

Start with Part I

2009 – Present

APM is Born (“I See the Problem. Now What?”)

WHAT APM DOES:

• From end-user perspective
• Deep monitoring at code level
• More data by which to pinpoint application problems

LIMITATIONS: First generation Application Performance Management (APM) solutions tend to be application-specific and/or platform-specific, so they don’t reflect the typical enterprise—which is very heterogeneous.

In addition, the amounts of data generated by APM software can be overwhelming, coming from so many sources, requiring significant analytics to identify the root cause. This makes APM tools challenging as an operational tool in a run-time environment. Finally, once APM software identifies the problem, it doesn’t give you the tools you need to fix the problem.

2013 – Present

Push-Button Application Recovery (“Welcome to the Application Age”)

WHAT IT DOES:

• Application- and platform-agnostic
• Stateful awareness
• Automatically execute pre-determined steps based on business rules

FEATURES:

• Stateful awareness of the application
• Understanding of the application’s architecture, its components, and related dependencies
• A unique design leveraging the application process component layer
• Secure, policy-driven action

What Do Next Gen Application Management Platforms Look Like?

Next generation Application Management platforms are emerging that address the realistic problems faced by today’s enterprises, which are:

(a) increasingly application-centric (as opposed to hardware- and network-focused)

(b) utilize hundreds of diverse apps and systems

(c) run in heterogeneous environments

Push-Button Application Recovery — enabled by stateful awareness of each application and by leveraging the Application Process Component layer, which is common across all applications — and other new Application Management features have the potential to dramatically speed recovery time and significantly reduce the resources required to recover an application.

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The App Hugger's Brief History of Application Recovery - Part II: The APM Era

Kevin McCartney

This is Part II of our recounting of the most common approaches to application recovery since the mid-1990s, along with an overview of the limitations we’ve run across most frequently.

Start with Part I

2009 – Present

APM is Born (“I See the Problem. Now What?”)

WHAT APM DOES:

• From end-user perspective
• Deep monitoring at code level
• More data by which to pinpoint application problems

LIMITATIONS: First generation Application Performance Management (APM) solutions tend to be application-specific and/or platform-specific, so they don’t reflect the typical enterprise—which is very heterogeneous.

In addition, the amounts of data generated by APM software can be overwhelming, coming from so many sources, requiring significant analytics to identify the root cause. This makes APM tools challenging as an operational tool in a run-time environment. Finally, once APM software identifies the problem, it doesn’t give you the tools you need to fix the problem.

2013 – Present

Push-Button Application Recovery (“Welcome to the Application Age”)

WHAT IT DOES:

• Application- and platform-agnostic
• Stateful awareness
• Automatically execute pre-determined steps based on business rules

FEATURES:

• Stateful awareness of the application
• Understanding of the application’s architecture, its components, and related dependencies
• A unique design leveraging the application process component layer
• Secure, policy-driven action

What Do Next Gen Application Management Platforms Look Like?

Next generation Application Management platforms are emerging that address the realistic problems faced by today’s enterprises, which are:

(a) increasingly application-centric (as opposed to hardware- and network-focused)

(b) utilize hundreds of diverse apps and systems

(c) run in heterogeneous environments

Push-Button Application Recovery — enabled by stateful awareness of each application and by leveraging the Application Process Component layer, which is common across all applications — and other new Application Management features have the potential to dramatically speed recovery time and significantly reduce the resources required to recover an application.

Hot Topics

The Latest

An overwhelming majority of IT leaders (95%) believe the upcoming wave of AI-powered digital transformation is set to be the most impactful and intensive seen thus far, according to The Science of Productivity: AI, Adoption, And Employee Experience, a new report from Nexthink ...

Overall outage frequency and the general level of reported severity continue to decline, according to the Outage Analysis 2025 from Uptime Institute. However, cyber security incidents are on the rise and often have severe, lasting impacts ...

In March, New Relic published the State of Observability for Media and Entertainment Report to share insights, data, and analysis into the adoption and business value of observability across the media and entertainment industry. Here are six key takeaways from the report ...

Regardless of their scale, business decisions often take time, effort, and a lot of back-and-forth discussion to reach any sort of actionable conclusion ... Any means of streamlining this process and getting from complex problems to optimal solutions more efficiently and reliably is key. How can organizations optimize their decision-making to save time and reduce excess effort from those involved? ...

As enterprises accelerate their cloud adoption strategies, CIOs are routinely exceeding their cloud budgets — a concern that's about to face additional pressure from an unexpected direction: uncertainty over semiconductor tariffs. The CIO Cloud Trends Survey & Report from Azul reveals the extent continued cloud investment despite cost overruns, and how organizations are attempting to bring spending under control ...

Image
Azul

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 ...

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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 ...