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Full-Stack Observability in 2024 and the Importance of End-to-End Visibility for IT Teams

Full-stack observability is key to deliver a seamless digital experience and here's why
Gregg Ostrowski
AppDynamics

Applications and digital services have become a core to how we live, work and play, providing more convenient and intuitive solutions for tedious tasks. However, end user expectations have accelerated over the past two years, putting pressure on IT teams to develop and maintain seamless, always on services.

In our latest research, Cisco's The App Attention Index 2023: Beware the Application Generation, 62% of consumers report their expectations for digital experiences are far higher than they were two years ago, and 64% state they are less forgiving of poor digital services than they were just 12 months ago. People have enjoyed the benefits of the most innovative, seamless and secure applications and digital services available and will no longer tolerate poor performance.

In today's competitive digital marketplace, IT teams need a multi-purpose solution to help optimize the digital experience. By taking this modern approach to application performance, IT teams will be equipped to quickly detect and resolve possible bottlenecks across even the most complex and fragmented IT environments before the end user is impacted.

The Focus Has Shifted from Quantity to Quality

77% have stopped using digital services or deleted applications from their devices because of a performance issue

The research revealed the digital experience is now imperative for business success, as people's reactions to failed or underperforming applications has grown stronger. Over the last 12 months, 77% have stopped using digital services or deleted applications from their devices because of a performance issue. Consumers are also more likely to share their negative experiences, with 67% saying they would warn others about applications that fail to perform. This intel alone shows positive digital experiences are now a business imperative.

But, just as expectations for seamless digital experiences are rising, instances of digital disruption are also becoming more frequent. As many as 88% of consumers report they have experienced performance issues when using applications over the past 12 months, which is a significant increase from the 81% recorded in 2021. The introduction of more complex cloud environments, increased security risks, and growing user numbers are likely all factors contributing to the rise in digital disruption. And for many IT teams, the task of optimizing application availability, performance and security to address these concerns is easier said than done.

Full-Stack Observability: The Multi-Purpose Solution for IT Teams

IT teams are hindered by increasingly complex and fragmented environments. With the widespread adoption of cloud native technologies, IT teams have had to manage broader, more intricate application infrastructures spanning across both cloud and on-premises. For most, this has been a rapid transformation, leaving IT teams without all the necessary tools and insights needed to optimize application performance in a hybrid environment.

The more complexity you introduce, the harder it is to have complete visibility. IT teams are struggling with cloud native technologies such as Kubernetes, and they can't get a clear line of sight for applications where components are running across hybrid environments. This has made it near impossible for them to quickly identify and fix performance and security issues in real time, before they impact the end user experience.

Full-stack observability can help technology leaders and their teams overcome these challenges by generating full and unified visibility. As cloud adoption and optimization continues to trend in 2024, we should similarly expect observability to be a critical part of modern business strategies. With full-stack observability, IT teams can receive performance updates in real time, so they can rapidly detect problems, understand what's causing them and avoid downtime.

Another key advantage of full-stack observability is the ability to correlate the application performance and security data with key business metrics. Over the last year, telemetry data has emerged as an invaluable instrument to extract, collate and analyze performance data at every layer of a distributed system. It's a component of observability we expect will further mature in 2024, as this data can help IT teams identify, prioritize, and most importantly, take action on the issues that will have the biggest impact on digital experience. Rather than firefighting an overwhelming number of alerts, IT teams can take a more proactive, thoughtful approach, focused on what will deliver the biggest impact to customers and the business.

There is an appetite for applications and digital services to deliver the best performance, but modern IT environments are getting more complex. IT teams need a unified solution that can centralize and correlate availability, performance and security data from across hybrid infrastructures. With full-stack observability, technology leaders can equip their teams with the tools and insights needed to meet this soaring demand for increasingly intuitive, seamless and secure digital experiences.

Gregg Ostrowski is CTO Advisor at Cisco AppDynamics

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Full-Stack Observability in 2024 and the Importance of End-to-End Visibility for IT Teams

Full-stack observability is key to deliver a seamless digital experience and here's why
Gregg Ostrowski
AppDynamics

Applications and digital services have become a core to how we live, work and play, providing more convenient and intuitive solutions for tedious tasks. However, end user expectations have accelerated over the past two years, putting pressure on IT teams to develop and maintain seamless, always on services.

In our latest research, Cisco's The App Attention Index 2023: Beware the Application Generation, 62% of consumers report their expectations for digital experiences are far higher than they were two years ago, and 64% state they are less forgiving of poor digital services than they were just 12 months ago. People have enjoyed the benefits of the most innovative, seamless and secure applications and digital services available and will no longer tolerate poor performance.

In today's competitive digital marketplace, IT teams need a multi-purpose solution to help optimize the digital experience. By taking this modern approach to application performance, IT teams will be equipped to quickly detect and resolve possible bottlenecks across even the most complex and fragmented IT environments before the end user is impacted.

The Focus Has Shifted from Quantity to Quality

77% have stopped using digital services or deleted applications from their devices because of a performance issue

The research revealed the digital experience is now imperative for business success, as people's reactions to failed or underperforming applications has grown stronger. Over the last 12 months, 77% have stopped using digital services or deleted applications from their devices because of a performance issue. Consumers are also more likely to share their negative experiences, with 67% saying they would warn others about applications that fail to perform. This intel alone shows positive digital experiences are now a business imperative.

But, just as expectations for seamless digital experiences are rising, instances of digital disruption are also becoming more frequent. As many as 88% of consumers report they have experienced performance issues when using applications over the past 12 months, which is a significant increase from the 81% recorded in 2021. The introduction of more complex cloud environments, increased security risks, and growing user numbers are likely all factors contributing to the rise in digital disruption. And for many IT teams, the task of optimizing application availability, performance and security to address these concerns is easier said than done.

Full-Stack Observability: The Multi-Purpose Solution for IT Teams

IT teams are hindered by increasingly complex and fragmented environments. With the widespread adoption of cloud native technologies, IT teams have had to manage broader, more intricate application infrastructures spanning across both cloud and on-premises. For most, this has been a rapid transformation, leaving IT teams without all the necessary tools and insights needed to optimize application performance in a hybrid environment.

The more complexity you introduce, the harder it is to have complete visibility. IT teams are struggling with cloud native technologies such as Kubernetes, and they can't get a clear line of sight for applications where components are running across hybrid environments. This has made it near impossible for them to quickly identify and fix performance and security issues in real time, before they impact the end user experience.

Full-stack observability can help technology leaders and their teams overcome these challenges by generating full and unified visibility. As cloud adoption and optimization continues to trend in 2024, we should similarly expect observability to be a critical part of modern business strategies. With full-stack observability, IT teams can receive performance updates in real time, so they can rapidly detect problems, understand what's causing them and avoid downtime.

Another key advantage of full-stack observability is the ability to correlate the application performance and security data with key business metrics. Over the last year, telemetry data has emerged as an invaluable instrument to extract, collate and analyze performance data at every layer of a distributed system. It's a component of observability we expect will further mature in 2024, as this data can help IT teams identify, prioritize, and most importantly, take action on the issues that will have the biggest impact on digital experience. Rather than firefighting an overwhelming number of alerts, IT teams can take a more proactive, thoughtful approach, focused on what will deliver the biggest impact to customers and the business.

There is an appetite for applications and digital services to deliver the best performance, but modern IT environments are getting more complex. IT teams need a unified solution that can centralize and correlate availability, performance and security data from across hybrid infrastructures. With full-stack observability, technology leaders can equip their teams with the tools and insights needed to meet this soaring demand for increasingly intuitive, seamless and secure digital experiences.

Gregg Ostrowski is CTO Advisor at Cisco AppDynamics

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AI is the catalyst for significant investment in data teams as enterprises require higher-quality data to power their AI applications, according to the State of Analytics Engineering Report from dbt Labs ...

Misaligned architecture can lead to business consequences, with 93% of respondents reporting negative outcomes such as service disruptions, high operational costs and security challenges ...

A Gartner analyst recently suggested that GenAI tools could create 25% time savings for network operational teams. Where might these time savings come from? How are GenAI tools helping NetOps teams today, and what other tasks might they take on in the future as models continue improving? In general, these savings come from automating or streamlining manual NetOps tasks ...

IT and line-of-business teams are increasingly aligned in their efforts to close the data gap and drive greater collaboration to alleviate IT bottlenecks and offload growing demands on IT teams, according to The 2025 Automation Benchmark Report: Insights from IT Leaders on Enterprise Automation & the Future of AI-Driven Businesses from Jitterbit ...

A large majority (86%) of data management and AI decision makers cite protecting data privacy as a top concern, with 76% of respondents citing ROI on data privacy and AI initiatives across their organization, according to a new Harris Poll from Collibra ...

According to Gartner, Inc. the following six trends will shape the future of cloud over the next four years, ultimately resulting in new ways of working that are digital in nature and transformative in impact ...

2020 was the equivalent of a wedding with a top-shelf open bar. As businesses scrambled to adjust to remote work, digital transformation accelerated at breakneck speed. New software categories emerged overnight. Tech stacks ballooned with all sorts of SaaS apps solving ALL the problems — often with little oversight or long-term integration planning, and yes frequently a lot of duplicated functionality ... But now the music's faded. The lights are on. Everyone from the CIO to the CFO is checking the bill. Welcome to the Great SaaS Hangover ...

Regardless of OpenShift being a scalable and flexible software, it can be a pain to monitor since complete visibility into the underlying operations is not guaranteed ... To effectively monitor an OpenShift environment, IT administrators should focus on these five key elements and their associated metrics ...

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 ...