Skip to main content

Metrics That Matter: 10 Key Insights Worth Monitoring for Remote Networks

Mandana Javaheri

The network is the unsung hero of any business; transporting information — actually, business value — to and from every resource, application, and employee, functioning quietly and invisibly in the background. Until there is a problem, that is. Then the resource everyone takes for granted is a major problem, a topic of great interest. Avoiding becoming the subject of that kind of discussion is one reason why IT professionals spend so much effort ensuring their network is stable, high performing, and secure.

The central network used to be the IT professional's primary concern. Now, remote and edge networks are a vital part of every organization. Savvy businesses monitor network performance and security all the way to the edge, giving them key insights on how to optimize business and improve operations. But, what type of analytics help drive this intelligence? Let's look at 10 key insights worth monitoring from remote networks.

Network Performance Metrics

The reliability of networks has increased over the last decade even as they have become more complex. Balanced against this increased reliability is the staggering expense of any network downtime or performance degradation. At the end of the day, an organization with fewer – but more costly – issues will find visibility into key network performance metrics is even more critical than it has ever been.

There are four metrics that determine acceptable performance of a distributed network and its activities:

1. Network Bandwidth: Approaching maximum network capacity is a vital indicator of an impending problem. Identifying which users, applications, or protocols are using the most bandwidth enables organizations to manage their network resources wisely and act on bandwidth issues quickly

2. Packet Loss: A well-performing network has little or no packet loss, so even if retransmits mean that no data is lost, substantial packet loss is a useful indicator of network congestion, link failure, or hardware/software issues on network devices. It isn't enough to know that packet loss occurred; seeing the issue as it happens and understanding the root cause means the right action can be taken quickly and effectively.

3. Latency: Latency issues impact productivity and decrease user dissatisfaction. The severity of the effect and user expectation vary from one use case to another. For example, sensitivity to latency for applications like financial trading is much higher than traditional web applications and VoIP. Once you know the accepted latency for your network and applications, then when it goes beyond the threshold you know to pay attention.

4. Errors Rate: Ideally, all packets would arrive to their destinations intact, but, a small fraction do not. The error rate is the percentage of bits or packets that are lost or damaged during delivery. Measure error rates when traffic levels are high in order to have a good understanding of error rate risks. The impact of even small error rates can be large since it can produce a major impact in throughput for applications.

Application Availability Metrics

Networks and applications are inseparable. Network congestion and application latency increase as the data has further to travel between locations. For distributed networks with remote locations, this distance can be a particularly challenging hurdle for application performance and availability. Bandwidth bottlenecks can cause critical applications like VoIP, WEB, ERP and CRM to slow down. Insight into applications at their operational location will speed up application incident analysis and resolution.

IT professionals require application awareness combined with overall network visibility; otherwise they risk being confronted with the signs and symptoms of an issue without the ability to identify and address the root cause.

For edge networks, the following application metrics are needed:

5. Application Performance: Poor application performance impacts user experience, productivity, business transactions, and most importantly, revenue. Real-time insight into application performance metrics such as throughput and response time allows organizations to know the status of each one of their applications wherever they are being used.

6. Application Responsiveness: Every application has an "accepted" response time. Significant deviations from this baseline directly reduce application usability. Measure response time per application to optimize quality of service, manage resources, and ensure application usability.

7. Application Distribution: How can you know if there is an application issue without first learning which applications are in your network? Are social media activities slowing down your entire network? Who is using which application on a daily basis? Visibility into application locations allows insightful business decisions and ensures compliance with policies and SLAs.

Security Metrics

Enterprises, under constant threat of attack, have implemented systems for prevention and detection of security threats. This isn't enough. Security incidents can and will occur, and when they do, the investigation into the breach must be timely and comprehensive in order to rapidly understand, contain, and eliminate the attack.

Network-level information critical for speedy breach forensics and productive investigations includes:

8. Network Packets: Investigations without access to the original network packets that carried the intrusion are invariably less effective. Logs and binaries on drives and memory can be altered or deleted, but packets contain critical information about the attacks, attackers, and information transmitted even before the attack initiates. It is a saying among security investigators: "packets don't lie."

9. Long-term Packet Availability: The challenge all enterprises face is that more often than not attacks remain undetected for weeks or even months. With this much time without discovery, attackers are able to inflict higher levels of damage and disguise themselves. Long-term packet-level information is required for effective security investigations of these most damaging breaches.

10. Decryption: For obvious reasons, today, most of the network traffic is encrypted and the percentage is increasing as security becomes a serious concern for most organizations. Without visibility into packets and their content, investigating a breach is not feasible. Having visibility into encrypted traffic eliminates blind spots and enables effective incident investigation.

The ability to actively monitor and act on performance, application and security data is critical for IT professionals today. For organizations with remote locations, the performance and security of their entire network is largely reliant on visibility into these ten metrics.

Mandana Javaheri is CTO of Savvius.

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 ...

Metrics That Matter: 10 Key Insights Worth Monitoring for Remote Networks

Mandana Javaheri

The network is the unsung hero of any business; transporting information — actually, business value — to and from every resource, application, and employee, functioning quietly and invisibly in the background. Until there is a problem, that is. Then the resource everyone takes for granted is a major problem, a topic of great interest. Avoiding becoming the subject of that kind of discussion is one reason why IT professionals spend so much effort ensuring their network is stable, high performing, and secure.

The central network used to be the IT professional's primary concern. Now, remote and edge networks are a vital part of every organization. Savvy businesses monitor network performance and security all the way to the edge, giving them key insights on how to optimize business and improve operations. But, what type of analytics help drive this intelligence? Let's look at 10 key insights worth monitoring from remote networks.

Network Performance Metrics

The reliability of networks has increased over the last decade even as they have become more complex. Balanced against this increased reliability is the staggering expense of any network downtime or performance degradation. At the end of the day, an organization with fewer – but more costly – issues will find visibility into key network performance metrics is even more critical than it has ever been.

There are four metrics that determine acceptable performance of a distributed network and its activities:

1. Network Bandwidth: Approaching maximum network capacity is a vital indicator of an impending problem. Identifying which users, applications, or protocols are using the most bandwidth enables organizations to manage their network resources wisely and act on bandwidth issues quickly

2. Packet Loss: A well-performing network has little or no packet loss, so even if retransmits mean that no data is lost, substantial packet loss is a useful indicator of network congestion, link failure, or hardware/software issues on network devices. It isn't enough to know that packet loss occurred; seeing the issue as it happens and understanding the root cause means the right action can be taken quickly and effectively.

3. Latency: Latency issues impact productivity and decrease user dissatisfaction. The severity of the effect and user expectation vary from one use case to another. For example, sensitivity to latency for applications like financial trading is much higher than traditional web applications and VoIP. Once you know the accepted latency for your network and applications, then when it goes beyond the threshold you know to pay attention.

4. Errors Rate: Ideally, all packets would arrive to their destinations intact, but, a small fraction do not. The error rate is the percentage of bits or packets that are lost or damaged during delivery. Measure error rates when traffic levels are high in order to have a good understanding of error rate risks. The impact of even small error rates can be large since it can produce a major impact in throughput for applications.

Application Availability Metrics

Networks and applications are inseparable. Network congestion and application latency increase as the data has further to travel between locations. For distributed networks with remote locations, this distance can be a particularly challenging hurdle for application performance and availability. Bandwidth bottlenecks can cause critical applications like VoIP, WEB, ERP and CRM to slow down. Insight into applications at their operational location will speed up application incident analysis and resolution.

IT professionals require application awareness combined with overall network visibility; otherwise they risk being confronted with the signs and symptoms of an issue without the ability to identify and address the root cause.

For edge networks, the following application metrics are needed:

5. Application Performance: Poor application performance impacts user experience, productivity, business transactions, and most importantly, revenue. Real-time insight into application performance metrics such as throughput and response time allows organizations to know the status of each one of their applications wherever they are being used.

6. Application Responsiveness: Every application has an "accepted" response time. Significant deviations from this baseline directly reduce application usability. Measure response time per application to optimize quality of service, manage resources, and ensure application usability.

7. Application Distribution: How can you know if there is an application issue without first learning which applications are in your network? Are social media activities slowing down your entire network? Who is using which application on a daily basis? Visibility into application locations allows insightful business decisions and ensures compliance with policies and SLAs.

Security Metrics

Enterprises, under constant threat of attack, have implemented systems for prevention and detection of security threats. This isn't enough. Security incidents can and will occur, and when they do, the investigation into the breach must be timely and comprehensive in order to rapidly understand, contain, and eliminate the attack.

Network-level information critical for speedy breach forensics and productive investigations includes:

8. Network Packets: Investigations without access to the original network packets that carried the intrusion are invariably less effective. Logs and binaries on drives and memory can be altered or deleted, but packets contain critical information about the attacks, attackers, and information transmitted even before the attack initiates. It is a saying among security investigators: "packets don't lie."

9. Long-term Packet Availability: The challenge all enterprises face is that more often than not attacks remain undetected for weeks or even months. With this much time without discovery, attackers are able to inflict higher levels of damage and disguise themselves. Long-term packet-level information is required for effective security investigations of these most damaging breaches.

10. Decryption: For obvious reasons, today, most of the network traffic is encrypted and the percentage is increasing as security becomes a serious concern for most organizations. Without visibility into packets and their content, investigating a breach is not feasible. Having visibility into encrypted traffic eliminates blind spots and enables effective incident investigation.

The ability to actively monitor and act on performance, application and security data is critical for IT professionals today. For organizations with remote locations, the performance and security of their entire network is largely reliant on visibility into these ten metrics.

Mandana Javaheri is CTO of Savvius.

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 ...