Skip to main content

Top Factors That Impact Application Performance 2016 - Part 4

In 2013, APMdigest published a list called 15 Top Factors That Impact Application Performance. Even today, this is one of the most popular pieces of content on the site. And for good reason – the whole concept of Application Performance Management (APM) starts with identifying the factors that impact application performance, and then doing something about it. However, in the fast moving world of IT, many aspects of application performance have changed in the 3 years since the list was published. And many new experts have come on the scene. So APMdigest is updating the list for 2016, and you will be surprised how much it has changed.

Start with Top Factors That Impact Application Performance 2016 - Part 1

Start with Top Factors That Impact Application Performance 2016 - Part 2

Start with Top Factors That Impact Application Performance 2016 - Part 3

Part 4 of this list covers the application itself.

20. APP COMPLEXITY

The top factor that impacts application performance today is application complexity. Modern day applications are spidery, with thousand of possible optimization points. It's a huge amount of complexity to deal with. It becomes very hard to predict performance ahead of time, and to understand the implications of a software change. Companies need to have real data derived from real-life test scenarios, and need to measure true end-to-end key performance indicators (KPIs) affecting the user experience.
Paola Moretto
Founder and CEO, Nouvola

21. APP DESIGN

The top factor that impacts application performance is the architecture of the application itself. Often times you see this when an application is moved or migrated to another environment. For example, the impact of a "chatty" application can be hidden or mitigated on a high speed local LAN, but once moved to the cloud, the slower telecom speeds expose this design flaw in the form of high latency.
Cameron Haight
Research VP, IT Operations, Gartner

Application design/architecture/complexity is the top factor that impacts application performance. It can be quite difficult to mitigate the effects of poor design, even with a great deal of additional work. Poorly designed applications may suffer from poor performance even with relatively low traffic.
Sven Hammar
Founder and CEO, Apica

Developing apps while looking only from a functionality perspective is one of the most fundamental mistakes in developing applications. You should design your application also from a performance perspective if you want to make sure you deliver a good application. Do this right from the start of the project and you will deliver a much better application. Ignoring this and trying to optimize the performance afterwards is very expensive and doesn't deliver the correct results.
Coen Meerbeek
Online Performance Consultant and Founder of Blue Factory Internet

Application architecture – which is part science and part art. There are definitely MANY factors we see impact performance, everything from infrastructure to poor coding to a badly designed database. But fixing these implementation aspects of a poorly architected application can be like chasing your tail, and bad design decisions can haunt you for the life of the application. Applications are complex, often comprised of shared services and deployed on shared infrastructure. The science is in understanding the relationships and interactions between the various components, and the art is in doing so without sacrificing user experience.
Dave Murphy
SVP Delivery, SOASTA

22. APP DESIGN: NEW FEATURES

Applications that perform well have to be built effectively and tested meticulously. As such, the biggest impact on application performance is new features. As developers introduce new code, overall performance is affected. Due to schedule pressures, there is often no time remaining to optimize performance. Balancing the demands of time to market and application performance is a requirement for all members of the development, ops, and executive teams.
Don Griffin
Director of Engineering, Sencha

23. APP DESIGN: LATENCY

Ignoring latency in application design: Chatty applications that require significant communication or synchronization with other components over a network need to be designed with WAN latency in mind. Multi-step communication over the network may work fine in a low-latency LAN environment, but it can become a critical time bottleneck over a higher-latency WAN or over the Internet. Add cloud services with worldwide distribution to this mix, and you have a recipe for disaster.
Kimberley Parsons Trommler
Product Evangelist, Paessler AG

24. APP DESIGN: IO PATH

The top factor affecting distributed/clustered applications performance is the inability to secure an entire application IO path from compute to storage – leading to unpredicted performance and incapability to guaranty SLA. This often also results in a poor man's solution – underutilized servers reflected in siloed applications' resources to guarantee availability, usually in a multi-tenant environment. Containers reflect the next generation virtualization solution designed to take on significant chunk of the challenge. By taking a holistic application centric approach, IO path from compute to storage resource availability can be guaranteed amongst other entire application lifecycle ops.
Razi Sharir
VP of Products, Robin Systems

25. APP DESIGN: BUGS

There are many different types of software bugs, all of which can impact software performance. For C/C++ programmers, common bugs include execution state corruption, data structure corruption, race conditions, deadlocks and memory leaks. These bugs can appear regularly in software development. However, they can also appear intermittently, thus unintentionally getting into shipped products. These types of bugs cause the biggest headaches for software vendors, who have to attempt to reproduce an issue their customer is experiencing but often without the issue appearing on the vendor's test systems. In each case, programmers are unaware of, or misunderstood, their contract with the rest of the system. Fundamentally, even in well-developed software, bugs occur because people don't understand what their software really does.
Greg Law
CEO, Undo

26. APP DESIGN: SECURITY

I think application performance is a huge subject but with what the world of software is going through today a lot has to do with security. I believe that the ability to deliver applications which have been developed with security in mind from the start will have a significant impact on the final delivery. An application which is developed with security in mind has less chance to expose user's personal data and therefore less chance of being taken down by the vendor. High programing quality is not only the speed but also the quality of the code and quality includes secure code.
Amit Ashbel
Cyber Security Evangelist, Checkmarx

Read Top Factors That Impact Application Performance 2016 - Part 5, the final installment of the list of top factors that impact application performance.

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 ...

Top Factors That Impact Application Performance 2016 - Part 4

In 2013, APMdigest published a list called 15 Top Factors That Impact Application Performance. Even today, this is one of the most popular pieces of content on the site. And for good reason – the whole concept of Application Performance Management (APM) starts with identifying the factors that impact application performance, and then doing something about it. However, in the fast moving world of IT, many aspects of application performance have changed in the 3 years since the list was published. And many new experts have come on the scene. So APMdigest is updating the list for 2016, and you will be surprised how much it has changed.

Start with Top Factors That Impact Application Performance 2016 - Part 1

Start with Top Factors That Impact Application Performance 2016 - Part 2

Start with Top Factors That Impact Application Performance 2016 - Part 3

Part 4 of this list covers the application itself.

20. APP COMPLEXITY

The top factor that impacts application performance today is application complexity. Modern day applications are spidery, with thousand of possible optimization points. It's a huge amount of complexity to deal with. It becomes very hard to predict performance ahead of time, and to understand the implications of a software change. Companies need to have real data derived from real-life test scenarios, and need to measure true end-to-end key performance indicators (KPIs) affecting the user experience.
Paola Moretto
Founder and CEO, Nouvola

21. APP DESIGN

The top factor that impacts application performance is the architecture of the application itself. Often times you see this when an application is moved or migrated to another environment. For example, the impact of a "chatty" application can be hidden or mitigated on a high speed local LAN, but once moved to the cloud, the slower telecom speeds expose this design flaw in the form of high latency.
Cameron Haight
Research VP, IT Operations, Gartner

Application design/architecture/complexity is the top factor that impacts application performance. It can be quite difficult to mitigate the effects of poor design, even with a great deal of additional work. Poorly designed applications may suffer from poor performance even with relatively low traffic.
Sven Hammar
Founder and CEO, Apica

Developing apps while looking only from a functionality perspective is one of the most fundamental mistakes in developing applications. You should design your application also from a performance perspective if you want to make sure you deliver a good application. Do this right from the start of the project and you will deliver a much better application. Ignoring this and trying to optimize the performance afterwards is very expensive and doesn't deliver the correct results.
Coen Meerbeek
Online Performance Consultant and Founder of Blue Factory Internet

Application architecture – which is part science and part art. There are definitely MANY factors we see impact performance, everything from infrastructure to poor coding to a badly designed database. But fixing these implementation aspects of a poorly architected application can be like chasing your tail, and bad design decisions can haunt you for the life of the application. Applications are complex, often comprised of shared services and deployed on shared infrastructure. The science is in understanding the relationships and interactions between the various components, and the art is in doing so without sacrificing user experience.
Dave Murphy
SVP Delivery, SOASTA

22. APP DESIGN: NEW FEATURES

Applications that perform well have to be built effectively and tested meticulously. As such, the biggest impact on application performance is new features. As developers introduce new code, overall performance is affected. Due to schedule pressures, there is often no time remaining to optimize performance. Balancing the demands of time to market and application performance is a requirement for all members of the development, ops, and executive teams.
Don Griffin
Director of Engineering, Sencha

23. APP DESIGN: LATENCY

Ignoring latency in application design: Chatty applications that require significant communication or synchronization with other components over a network need to be designed with WAN latency in mind. Multi-step communication over the network may work fine in a low-latency LAN environment, but it can become a critical time bottleneck over a higher-latency WAN or over the Internet. Add cloud services with worldwide distribution to this mix, and you have a recipe for disaster.
Kimberley Parsons Trommler
Product Evangelist, Paessler AG

24. APP DESIGN: IO PATH

The top factor affecting distributed/clustered applications performance is the inability to secure an entire application IO path from compute to storage – leading to unpredicted performance and incapability to guaranty SLA. This often also results in a poor man's solution – underutilized servers reflected in siloed applications' resources to guarantee availability, usually in a multi-tenant environment. Containers reflect the next generation virtualization solution designed to take on significant chunk of the challenge. By taking a holistic application centric approach, IO path from compute to storage resource availability can be guaranteed amongst other entire application lifecycle ops.
Razi Sharir
VP of Products, Robin Systems

25. APP DESIGN: BUGS

There are many different types of software bugs, all of which can impact software performance. For C/C++ programmers, common bugs include execution state corruption, data structure corruption, race conditions, deadlocks and memory leaks. These bugs can appear regularly in software development. However, they can also appear intermittently, thus unintentionally getting into shipped products. These types of bugs cause the biggest headaches for software vendors, who have to attempt to reproduce an issue their customer is experiencing but often without the issue appearing on the vendor's test systems. In each case, programmers are unaware of, or misunderstood, their contract with the rest of the system. Fundamentally, even in well-developed software, bugs occur because people don't understand what their software really does.
Greg Law
CEO, Undo

26. APP DESIGN: SECURITY

I think application performance is a huge subject but with what the world of software is going through today a lot has to do with security. I believe that the ability to deliver applications which have been developed with security in mind from the start will have a significant impact on the final delivery. An application which is developed with security in mind has less chance to expose user's personal data and therefore less chance of being taken down by the vendor. High programing quality is not only the speed but also the quality of the code and quality includes secure code.
Amit Ashbel
Cyber Security Evangelist, Checkmarx

Read Top Factors That Impact Application Performance 2016 - Part 5, the final installment of the list of top factors that impact application performance.

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 ...