data center design

Open Networking

Open Networking

In today's digital age, connectivity is at the forefront of our lives. From smart homes to autonomous vehicles, the demand for seamless and reliable network connectivity continues to grow. This is where Open Networking comes into play. In this blog post, we will explore the concept of Open Networking, its benefits, and its impact on the future of technology.

Open Networking refers to separating hardware and software components of a network infrastructure. Traditionally, network equipment vendors provided closed, proprietary systems that limited flexibility and innovation.

However, with Open Networking, organizations can choose the hardware and software components that best suit their needs, fostering greater interoperability and driving innovation.

Table of Contents

Highlights: Open Networking

The Role of Transformation

To undertake an effective SDN data center transformation strategy, we must accept that demands on data center networks come from internal end-users, external customers, and considerable changes in the application architecture. All of which put pressure on traditional data center architecture.

Dealing effectively with these demands requires the network domain to become more dynamic, potentially introducing Open Networking and Open Networking solutions. We must embrace digital transformation and the changes it will bring to our infrastructure for this to occur. Unfortunately, keeping current methods is holding back this transition.

Modern Network Infrastructure

In modern network infrastructures, as has been the case on the server side for many years, customers demand supply chain diversification regarding hardware and silicon vendors. This diversification reduces the Total Cost of Ownership because businesses can drive better cost savings. In addition, replacing the hardware underneath can be seamless because the software above is standard across both vendors.

Further, as architectures streamline and spine leaf architecture increases from the data center to the backbone and the Edge, a typical software architecture across all these environments brings operational simplicity. This perfectly aligns with the broader trend of IT/OT convergence.  

Related: For pre-information, you may find the following posts helpful:

  1. OpenFlow Protocol
  2. Software-defined Perimeter Solutions
  3. Network Configuration Automation
  4. SASE Definition
  5. Network Overlays
  6. Overlay Virtual Networking



Open Networking Solutions

Key Open Networking Discussion points:


  • Popularity of Spine Leaf architecture.

  • Lack of fabric-wide automation.

  • Automation and configuration management.

  • Open networking vs open protocols.

  • Challenges with integrated vendors.

Back to Basics: Open Networking

SDN and an SDN Controller

SDN’s three concepts are:

  • Programmability.
  • The separation of the control and data planes.
  • Managing a temporary network state in a centralized control model, regardless of the degree of centralization.

So, we have an SDN controller. In theory, an SDN controller provides services that can realize a distributed control plane and abet temporary state management and centralization concepts. 

open networking
Diagram: Open Networking for a data center topology.

The Role of Zero Trust

Zero Trust Security Strategy

Zero Trust Security Main Components

  • Zero trust security is a paradigm shift in the way organizations approach their cybersecurity.

  • Every user, device, or application, regardless of its location, must undergo strict verification and authorization processes.

  • Organizations can fortify their defenses, protect sensitive data, and mitigate the risks associated with modern cyber threats.

♦ Benefits of Open Networking:

1. Flexibility and Customization: Open Networking enables organizations to tailor their network infrastructure to their specific requirements. By decoupling hardware and software, businesses can choose the best-of-breed components and optimize their network for performance, scalability, and cost-effectiveness.

2. Interoperability: Open Networking promotes interoperability by fostering open standards and compatibility between different vendors’ equipment. This allows organizations to build multi-vendor networks, reducing vendor lock-in and enabling seamless integration of network components.

3. Cost Savings: With Open Networking, organizations can lower their networking costs by leveraging commodity hardware and open-source software. This reduces capital expenditures and allows for more efficient network management and more effortless scalability.

4. Innovation and Collaboration: Open Networking encourages collaboration and innovation by providing a platform for developers to create and contribute to open-source networking projects. The community’s collective effort drives continuous improvements, leading to faster adoption of new technologies and features.

Open Networking in Practice:

Open Networking is already making its mark across various industries. Cloud service providers, for example, rely heavily on Open Networking principles to build scalable and flexible data center networks. Telecom operators also embrace Open Networking to deploy virtualized network functions, enabling them to offer services more efficiently and adapt to changing customer demands.

Moreover, adopting Software-Defined Networking (SDN) and Network Functions Virtualization (NFV) further accelerates the realization of Open Networking’s benefits. SDN separates the control plane from the data plane, providing centralized network management and programmability. NFV virtualizes network functions, allowing for dynamic provisioning and scalability.

Open Networking in Practice

Cloud service providers

Virtualized Network Function

Virtual Private Networks

Software-Defined Networking (SDN

Network Function Virtualization

Dynamic Provisioning and Scalability

Open-source network operating systems (NOS)

Leveraging White-box Switches

Reducing Vendor Lock-in

Freedom to choose best-of-breed components

Intent-based Networking

Network Virtualization

 

Open Networking Solutions

Open networking solutions: Data center topology

Now, let’s look at the evolution of data centers to see how we can achieve this modern infrastructure. So, to evolve and to be in line with current times, you should use technology and your infrastructure as practical tools. You will be able to drive the entire organization to become digital.

Of course, the network components will play a key role. Still, the digital transformation process is an enterprise-wide initiative focusing on fabric-wide automation and software-defined networking.

Open networking solutions: Lacking fabric-wide automation

One central pain point I have seen throughout networking is the necessity to dispense with manual work lacking fabric-wide automation. In addition, it’s common to deploy applications by combining multiple services that run on a distributed set of resources. As a result, configuration and maintenance are much more complex than in the past. You have two options to implement all of this.

First, you can connect up these services by, for example, manually spinning up the servers, installing the necessary packages, SSHing to each one, or you can go down the path of open network solutions with automation, in particular, Ansible automation with Ansible Engine or Ansible Tower with automation mesh. As automation best practice, use Ansible variables for flexible playbook creation that can be easily shared and used amongst different environments.  

Agility and the service provider

For example, in the case of a service provider that has thousands of customers, it needs to deploy segmentation to separate different customers. Traditionally, the technology of choice would be VRFs or even full-blown MPLS, which requires administrative touchpoints for every box.

As I was part of a full-blown MPLS design and deployment for a more significant service provider, the costs and time were extreme. Even when it is finally done, the design lacks agility compared to what you could have done with Open Networking.

This would include Provider Edge (PE) Edge routers at the Edge, to which the customer CPE would connect. And then, in the middle of the network, we would have what is known as P ( Provider ) routers that switch the traffic based on a label.

Although the benefits of label switching were easy to implement IPv6 with 6PE ( 6PE is a technique that provides global IPv6 reachability over IPv4 MPLS ) that overcomes many IPv6 fragmentation issues, we could not get away from the manual process without investing heavily again. It is commonly a manual process.

Fabric-wide automation and SDN

However, deploying a VRF or any technology, such as an anycast gateway, is a dynamic global command in a software-defined environment. We now have fabric-wide automation and can deploy with one touch instead of numerous box-by-box configurations.

Essentially, we are moving from a box-by-box configuration to the atomic programming of a distributing fabric of a single entity. The beauty is that we can carry out deployments with one configuration point quickly and without human error.

fabric wide automation
Diagram: Fabric wide automation.

Open networking solutions: Configuration management

Manipulating configuration files by hand is a tedious and error-prone task. Not to mention time-consuming. Equally, performing pattern matching to make changes to existing files is risky. The manual approach will result in configuration drift, where some servers will drift from the desired state.

Configuration drift is caused by inconsistent configuration items across devices, usually due to manual changes and updates and not following the automation path. Ansible architecture can maintain the desired state across various managed assets.

The managed assets that can range from distributed firewalls to Linux hosts are stored in what’s known as an inventory file, which can be static or dynamic inventory. Dynamic inventories are best suited for a cloud environment where you want to gather host information dynamically. Ansible is all about maintaining the desired state for your domain.

ansible automation
Diagram: Ansible automation.

The issue of Silos

To date, the networking industry has been controlled by a few vendors. We have dealt with proprietary silos in the data center, campus/enterprise, and service provider environments. The major vendors will continue to provide a vertically integrated lock-in solution for most customers. They will not allow independent, 3rd party network operating system software to run on their silicon.

Typically, these silos were able to solve the problems of the time. The modern infrastructure needs to be modular, open, and straightforward. Vendors need to allow independent, 3rd party network operating systems to run on their silicon to break from being a vertically integrated lock-in solution.

Cisco has started this for the broader industry regarding open networking solutions with the announcement of the Cisco Silicon ONE. 

network overlay
Diagram: The issue of vendor lock-in.

The Rise of Open Networking Solutions

New data center requirements have emerged; therefore, the network infrastructure must break the silos and transform to meet these trending requirements. One can view the network transformation as moving from a static and conservative mindset that results in cost overrun and inefficiencies to a dynamic routed environment that is simple, scalable, secure, and can reach the far edge. For effective network transformation, we need several stages. 

Firstly, transition to a routed data center design with a streamlined leaf-spine architecture. Along with a standard operating system across cloud, Edge, and 5G networks. A viable approach would be for all of this to be done with open standards, without proprietary mechanisms. Then, we need good visibility.

The need for visibility

As part of the transformation, the network is no longer considered a black box that needs to be available and provide connectivity to services. Instead, the network is a source of deep visibility that can aid a large set of use cases: network performance, monitoring, security, and capacity planning, to name a few. However, visibility is often overlooked with an over-focus on connectivity and not looking at the network as a valuable source of information.

Network management
Diagram: The requirement for deep visibility.

Monitoring a network: Flow level

For efficient network management, we must provide deep visibility for the application at a flow level on any port and device type. Today, you would deploy a redundant monitoring network if you want anything comparable. Such a network would consist of probes, packet brokers, and tools to process the packet for metadata.

The traditional network monitoring tools, such as packet brokers, require life cycle management. A more viable solution would integrate network visibility into the fabric and would not need many components. This enables us to do more with the data and aids with agility for ongoing network operations.

There will always be some requirement for application optimization or a security breach, where visibility can help you quickly resolve these issues.

Monitoring is used to detect known problems and is only valid with pre-defined dashboards with a problem you have seen before, such as capacity reaching its limit. On the other hand, we have the practices of Observability that can detect unknown situations and is used to aid those in getting to the root cause of any problem, known or unknown: Observability vs Monitoring

Evolution of the Data Center

We are transitioning, and the data center has undergone several design phases. Initially, we started with layer 2 silos, suitable for the north-to-south traffic flows. However, layer 2 designs hindered east-west communication traffic flows of modern applications and restricted agility, which led to a push to break network boundaries.

Hence, there is a move to routing at the Top of the Rack (ToR) with overlays between ToR to drive inter-application communication. This is the most efficient approach, which can be accomplished in several ways. 

The leaf spine “clos” popularity

The demand for leaf and spine “clos” started in the data center and spread to other environments. A clos network is a type of non-blocking, multistage switching architecture. This network design extends from the central/backend data center to the micro data centers at the EdgeEdge. Various parts of the edge network, PoPs, central offices, and packet core have all been transformed into leaf and spine “clos” designs. 

leaf spine
Diagram: Leaf Spine.

The network overlay

Building a complete network overlay is common to all software-defined technologies when increasing agility. An overlay is a solution that is abstracted from the underlying physical infrastructure. This means separating and disaggregating the customer applications or services from the network infrastructure. Think of it as a sandbox or private network for each application that is on an existing network.

More often, the network overlay will be created with VXLAN. The Cisco ACI uses an ACI network of VXLAN for the overlay, and the underlay is a combination of BGP and IS-IS. The overlay abstracts a lot of complexity, and Layer 2 and 3 traffic separation is done with a VXLAN network identifier (VNI).

The VXLAN overlay

VXLAN uses a 24-bit network segment ID, called a VXLAN network identifier (VNI), for identification. This is much larger than the 12 bits used for traditional VLAN identification. The VNI is just a fancy name for a VLAN ID, but it now supports up to 16 Million VXLAN segments. 

This is considerably more than the traditional 4094 supported endpoints with VLANs. Not only does this provide more hosts, but it enables better network isolation capabilities, having many little VXLAN segments instead of one large VLAN domain.

The VXLAN network has become the de facto overlay protocol and brings many advantages to network architecture regarding flexibility, isolation, and scalability. VXLAN effectively implements an Ethernet segment virtualizing a thick Ethernet cable.

VXLAN unicast mode

Traditional policy deployment

Traditionally, deploying an application to the network involves propagating the policy to work through the entire infrastructure. Why? Because the network acts as an underlay, segmentation rules configured on the underlay are needed to separate different applications and services.

This creates a rigid architecture that cannot react quickly and adapt to changes, therefore lacking agility. The applications and the physical network are tightly coupled. Now, we can have a policy in the overlay network with proper segmentation per customer.

How VXLAN works: ToR

What is VXLAN? Virtual networks and those built with VXLAN are built from servers or ToR switches. Either way, the underlying network transports the traffic and doesn’t need to be configured to accommodate the customer application. That’s all done in the overlay, including the policy. Everything happens in the overlay network, which is most efficient when done in a fully distributed manner.

Overlay networking
Diagram: Overlay Networking with VXLAN

Now, application and service deployment occurs without touching the physical infrastructure. For example, if you need to have Layer 2 or Layer 3 paths across the data center network, you don’t need to tweak a VLAN or change routing protocols.

Instead, you add a VXLAN overlay network. This approach removes the tight coupling between the application and network, creating increased agility and simplicity in deploying applications and services.

the network overlay
Diagram: The VXLAN overlay network.

Extending from the data center

Edge computing creates a fundamental disruption among the business infrastructure teams. We no longer have the framework where IT only looks at the backend software, such as Office365, and OT looks at the routing and switching product-centric elements. There is convergence.

Therefore, you need a lot of open APIs. The edge computing paradigm brings processing closer to the end devices. This reduces the latency and improves the end-user experience. It would help if you had a network that could work with this model to support this. Having different siloed solutions does not work. 

Common software architecture

So the data center design went from the layer 2 silo to the leaf and spine architecture with routing to the ToR. However, there is another missing piece. We need a standard operating software architecture across all the domains and location types for switching and routing to reduce operating costs. The problem remains that even on one site, there can be several different operating systems.

Through recent consultancy engagements, I have experienced the operational challenge of having many Cisco operating systems on one site. For example, I had an IOS XR for service provider product lines, IOS XE for enterprise, and NS OX for the data center, all on a single site.

Open networking solutions and partially open-source 

Some major players, such as Juniper, started with one operating system and then fragmented significantly. It’s not that these are not great operating systems. Instead, it would be best if you partitioned into different teams, often a team for each operating system.

Standard operating system software provides a seamless experience across the entire environment. Therefore, your operational costs go down, your ability to use software for the specific use cases you want goes up, and you can reduce the cost of ownership. In addition, this brings Open Networking and partially open source.

What Is Open Networking

The traditional integrated vendor

Traditionally, networking products were a combination of hardware and software that had to be purchased as an integrated solution. Open networking, on the other hand, disaggregates hardware from software. They were allowing IT to mix and match at will.

With Open Networking, we are not reinventing how packets are forwarded or routers communicate. With Open Networking solutions, you are never alone and never the only vendor. The value of software-defined networking and Open Networking is doing as much as possible in software so you don’t depend on delivering new features from a new generation of hardware. If you want a new part, it’s quickly implemented in software without swapping the hardware or upgrading line cards.

Move intelligence to software.

You want to move as much intelligence as possible into software, thus removing the intelligence from the physical layer. You don’t want to build in hardware features; you want to use the software to provide the new features. This is a critical philosophy and is the essence of Open Networking. Software becomes the central point of intelligence, not the hardware; this intelligence is delivered fabric-wide.

As we have seen with the rise of SASE. From the customer’s point of view, they get more agility as they can move from generation to generation of services without having hardware dependency and don’t have the operational costs of constantly swapping out the hardware.

SDN network

Open Networking Solutions and Open Networking Protocols

Some vendors build into the hardware the differentiator of the offering. For example, with different hardware, you can accelerate the services. With this design, the hardware level is manipulated to make improvements but does not use standard Open Networking protocols. 

When you look at your hardware to accelerate your services, the result is that you are 100% locked and unable to move as the cost of moving is too much. You could have numerous generations of, for example, line cards, and all have different capabilities, resulting in a complex feature matrix.

It is not that I’m against this, and I’m a big fan of the prominent vendors, but this is the world of closed networking, which has been accepted as the norm until recently. So you must adapt and fit; we need to use open protocols.

Open networking is a must; open source is not.

The proprietary silo deployments led to proprietary alternatives to the prominent vendors. This meant that the startups and options offered around ten years ago were playing the game on the same pitch as the incumbents. Others built their software and architecture by, for example, saying the Linux network subsystem and the OVS bridge are good enough to solve all data center problems.

With this design, you could build small PoPs with layer 2. But the ground shifts as the design requirements change to routing. So, let’s glue the Linux kernel and Quagga FRRouting (FRR) and devise a routing solution. Unfortunately, many didn’t consider the control plane architecture or the need for multiple data center use cases.

Limited scale

Gluing the operating system and elements of open-source routing provides a limited scale and performance and results in operationally intensive and expensive solutions. The software is built to support the hardware and architectural demands.

Now, we see a lot of open-source networking vendors tackling this problem from the wrong architectural point of view, at least from where the market is moving to. It is not composable, microservices-based, or scalable from an operational viewpoint.

There is a difference between open source and Open Networking. The open-source offerings (especially the control plane) have not scaled because of sub-optimal architectures. 

On the other hand, Open Networking involves building software from first principles using modern best practices, with Open API (e.g., OpenConfig/NetConf) for programmatic access without compromising on the massive scale-up and scale-out requirements of modern infrastructure.

SDN Network Design Options

We have both controller and controllerless options. With a controllerless solution, setup is faster, increases agility, and provides robustness in single-point-of-failure, particularly for out-of-band management, i.e., connecting all the controllers.

A controllerless architecture is more self-healing; anything in the overlay network is also part of the control plane resilience. An SDN controller or controller cluster may add complexity and impede resiliency. Since the network depends on them for operation, they become a single point of failure and can impact network performance. The intelligence kept in a controller can be a point of attack.

So, there are workarounds where the data plane can continue forward without an SDN controller but always avoid a single point of failure or complex ways to have a quorum in a control-based architecture.

software defined architecture
Diagram: Software defined architecutre.

Software Defined Architecture & Automation

We have two main types of automation to consider. Day 0 and days 1-2. First and foremost, day 0 automation simplifies and reduces human error when building the infrastructure. Days 1-2 touch the customer more. This may include installing services quickly on the fabric, e.g., VRF configuration and building Automation into the fabric. 

Day 0 automation

As I said, day 0 automation builds basic infrastructures, such as routing protocols and connection information. These stages need to be carried out before installing VLANs or services. Typical tools software-defined networking uses are Ansible or your internal applications to orchestrate the build of the network.

These are known as fabric automation tools. Once the tools discover the switches, the devices are connected in a particular way, and the fabric network is built without human intervention. It simplifies traditional automation, which is helpful in day 0 automation environments.

Configuration Management

Ansible is a configuration management tool that can help alleviate manual challenges. Ansible replaces the need for an operator to tune configuration files manually and does an excellent job in application deployment and orchestrating multi-deployment scenarios.  

Ansible configuration
Diagram: Ansible Configuration

Pre-deployed infrastructure

Ansible does not deploy the infrastructure; you could use other solutions like Terraform that are best suited for this. Terraform is infrastructure as a code tool. Ansible is often described as a configuration management tool and is typically mentioned along the same lines as Puppet, Chef, and Salt. However, there is a considerable difference in how they operate.

Most notably, the installation of agents. Ansible automation is relatively easy to install as it is agentless. The Ansible architecture can be used in large environments with Ansible Tower using the execution environment and automation mesh. I have recently encountered an automation mesh, a powerful overlay feature that enables automation closer to the network’s edge.

Current and desired stage [ YAML playbooks, variables ]

Ansible ensures that the managed asset’s current state meets the desired state. Ansible is all about state management. It does this with Ansible Playbooks, more specifically, YAML playbooks. A playbook is a term Ansible uses for a configuration management script and ensuring the desired state is met. Essentially, playbooks are Ansible’s configuration management scripts. 

open networking solutions
Diagram: Configuration management.

Day 1-2 automation

With day 1-2 automation, SDN does two things.

Firstly, the ability to install or provision services automatically across the fabric. With one command, human error is eliminated. The fabric synchronizes the policies across the entire network. It automates and disperses the provisioning operations across all devices. This level of automation is not classical, as this strategy is built into the SDN infrastructure. 

Secondly, it integrates network operations and services with virtualization infrastructure managers such as OpenStack, VCenter, OpenDaylight, or, at an advanced level, OpenShift networking SDN. How does the network adapt to the instantiation of new workloads via the systems? The network admin should not even be in the loop if, for example, a new virtual machine (VM) is created. 

There should be a signal that a VM with specific configurations should be created, which is then propagated to all fabric elements. You shouldn’t need to touch the network when the virtualization infrastructure managers provide a new service. This represents the ultimate in agility as you are removing the network components. 

The first steps of creating a software-defined data center

It is agreed that agility is a necessity. So, what is the prime step? One critical step is creating a software-defined data center that will allow the rapid deployment of computing and storage for workloads. In addition to software-defined computing and storage, the network must be automated and not be an impediment. 

The five critical layers of technology

To achieve software-defined agility for the network, we need an affordable solution that delivers on four essential layers of technology:

  1. Comprehensive telemetry/granular visibility into endpoints and traffic traversing the network fabric for performance monitoring and rapid troubleshooting.
  2. Network virtualization overlay, like computer virtualization, abstracts the network from the physical hardware for increased agility and segmentation.
  3. Software-defined networking (SDN) involves controlling and automating the physical underlay to eliminate the mundane AND error-prone box-by-box configuration.
  4. Open network underlay is a cost-effective physical infrastructure with no proprietary hardware lock-in that can leverage open source.
  5. Open Networking solutions are a must, as understanding the implications of open source in large, complex data center environments is essential.

The Future of Open Networking:

Open Networking will be crucial in shaping the future as technology evolves. The rise of 5G, the Internet of Things (IoT), and artificial intelligence (AI) will require highly agile, scalable, and intelligent networks. Open Networking’s flexibility and interoperability will meet these demands and enable a connected future.

Summary: Open Networking

Networking is vital in bringing people and ideas together in today’s interconnected world. Traditional closed networks have their limitations, but with the emergence of open networking, a new era of connectivity and collaboration has dawned. This blog post explored the concept of open networking, its benefits, and its impact on various industries and communities.

Section 1: What is Open Networking?

Open networking uses open standards, open-source software, and open APIs to build and manage networks. Open networking promotes interoperability, flexibility, and innovation, unlike closed networks that rely on proprietary systems and protocols. It allows organizations to customize and optimize their networks based on their unique requirements.

Section 2: Benefits of Open Networking

2.1 Enhanced Scalability and Agility

Open networking enables organizations to scale their networks more efficiently and adapt to changing needs. Decoupling hardware and software makes adding or removing network components easier, making the network more agile and responsive.

2.2 Cost Savings

With open networking, organizations can choose hardware and software components from multiple vendors, promoting competition and reducing costs. This eliminates vendor lock-in and allows organizations to use cost-effective solutions without compromising performance or reliability.

2.3 Innovation and Collaboration

Open networking fosters innovation by encouraging collaboration among vendors, developers, and users. Developers can create new applications and services that leverage the network infrastructure with open APIs and open-source software. This leads to a vibrant ecosystem of solutions that continually push the boundaries of what networks can achieve.

Section 3: Open Networking in Various Industries

3.1 Telecommunications

Open networking has revolutionized the telecommunications industry. Telecom operators can now build and manage their networks using standard hardware and open-source software, reducing costs and enabling faster service deployments. It has also paved the way for adopting virtualization technologies like Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).

3.2 Data Centers

In the world of data centers, open networking has gained significant traction. Data center operators can achieve greater agility and scalability by using open standards and software-defined networking. Open networking also allows for better integration with cloud platforms and the ability to automate network provisioning and management.

3.3 Enterprise Networks

Enterprises are increasingly embracing open networking to gain more control over their networks and reduce costs. Open networking solutions offer greater flexibility regarding hardware and software choices, enabling enterprises to tailor their networks to meet specific business needs. It also facilitates seamless integration with cloud services and enhances network security.

Conclusion:

Open networking has emerged as a powerful force in today’s digital landscape. Its ability to promote interoperability, scalability, and innovation makes it a game-changer in various industries. Whether revolutionizing telecommunications, transforming data centers, or empowering enterprises, open networking connects the world in ways we never thought possible.

Cisco ACI

ACI Cisco

Cisco ACI Components

In today's rapidly evolving digital landscape, businesses constantly seek innovative solutions to streamline their network infrastructure. Enter Cisco ACI (Application Centric Infrastructure), a groundbreaking technology that promises to revolutionize how networks are designed, deployed, and managed.

In this blog post, we will delve into the intricacies of Cisco ACI, its key features, and the benefits it brings to organizations of all sizes.

Cisco ACI is an advanced software-defined networking (SDN) solution that enables organizations to build and manage their networks in a more holistic and application-centric manner. By abstracting network policies and services from the underlying hardware, ACI provides a unified and programmable approach to network management, making it easier to adapt to changing business needs.

Table of Contents

Highlights: Cisco ACI Components

Hardware-based Underlay

In ACI, hardware-based underlay switching offers a significant advantage over software-only solutions due to specialized forwarding chips. Furthermore, thanks to Cisco’s ASIC development, ACI brings many advanced features, including security policy enforcement, microsegmentation, dynamic policy-based redirect (inserting external L4-L7 service devices into the data path), or detailed flow analytics—besides the vast performance and flexibility.

The Legacy data center

The legacy data center topologies have a static infrastructure that specifies the constructs to form the logical topology. We must configure the VLAN, Layer 2/Layer 3 interfaces, and the protocols we need on the individual devices. Also, the process we used to define these constructs was done manually. We may have used Ansible playbooks to backup configuration or check for specific network parameters, but we generally operated with a statically defined process.

  • Poor Resources

The main roadblock to application deployment was the physical bare-metal server. It was chunky and could only host one application due to the lack of process isolation. So, the network has one application per server to support and provide connectivity. This is the opposite of how ACI Cisco, also known as Cisco SDN ACI networks operate.

Related: For pre-information, you may find the following helpful:

  1. Data Center Security 
  2. VMware NSX



Cisco SDN ACI 

Key ACI Cisco Discussion points:


  • Birth of virtualization and SDN.

  • Cisco ACI integrations.

  • ACI design and components.

  • VXLAN networking and ECMP.

  • Focus on ACI and SD-WAN.

Back to Basics: Cisco ACI components

Key Features of Cisco ACI

a) Application-Centric Policy Model: Cisco ACI allows administrators to define and manage network policies based on application requirements rather than traditional network constructs. This approach simplifies policy enforcement and enhances application performance and security.

b) Automation and Orchestration: With Cisco ACI, network provisioning and configuration tasks are automated, reducing the risk of human error and accelerating deployment times. The centralized management framework enables seamless integration with orchestration tools, further streamlining network operations.

c) Scalability and Flexibility: ACI’s scalable architecture ensures that networks can grow and adapt to evolving business demands. Spine-leaf topology and VXLAN overlay technology allow for seamless expansion and simplify the deployment of multi-site and hybrid cloud environments.

Cisco Data Center

Cisco ACI

Key Features

  • Application-Centric Policy Model

  • Automation and Orchestration

  • Scalability and Flexibility

  • Built-in Security 

Cisco Data Center

Cisco ACI 

Key Advantages

  • Enhanced Security

  • Agility and Time-to-Market

  • Simplified Operations

  • Open software flexibility for DevOps teams.

Benefits of Cisco ACI

a) Enhanced Security: By providing granular microsegmentation and policy-based controls, Cisco ACI helps organizations strengthen their security posture. Malicious lateral movement within the network can be mitigated, reducing the attack surface and preventing data breaches.

b) Agility and Time-to-Market: The automation capabilities of Cisco ACI significantly reduce the time and effort required for network provisioning and changes. This agility enables organizations to respond faster to market demands, launch new services, and gain a competitive edge.

c) Simplified Operations: The centralized management and policy-driven approach of Cisco ACI simplify network operations, leading to improved efficiency and reduced operational costs. The intuitive user interface and comprehensive analytics provide administrators with valuable insights, enabling proactive troubleshooting and optimization.

The Cisco ACI SDN Solution

Cisco ACI is a software-defined networking (SDN) solution that integrates with software and hardware. With the ACI, we can create software policies and use hardware for forwarding, an efficient and highly scalable approach offering better performance. The hardware for ACI is based on the Cisco Nexus 9000 platform product line. The APIC centralized policy controller drives the software, which stores all configuration and statistical data.

Nexus Family

To build the ACI underlay, you must exclusively use the Nexus 9000 family of switches. You can choose from modular Nexus 9500 switches or fixed 1U to 2U Nexus 9300 models. Specific models and line cards are dedicated to the spine function in ACI fabric; others can be used as leaves, and some can be used for both purposes. You can combine various leaf switches inside one fabric without any limitations.

Spine and Leaf

For Nexus 9000 switches to be used as an ACI spine or leaf, they must be equipped with powerful Cisco CloudScale ASICs manufactured using 16-nm technology. The following figure shows the Cisco ACI based on the Nexus 9000 series. Cisco Nexus 9300 and 9500 platform switches support Cisco ACI. As a result, organizations can use them as the spine or leaf switches to fully utilize an automated, policy-based systems management approach. 

Cisco ACI Components
Diagram: Cisco ACI Components. Source is Cisco
  • A key point: The birth of virtualization

Server virtualization helped to a degree where we could decouple workloads from the hardware, making the compute platform more scalable and agile. However, the server is not the main interconnection point for network traffic. So, we need to look at how we could virtualize the network infrastructure in a way similar to the agility gained from server virtualization.

This is carried out with software-defined networking and overlays that could map network endpoints and be spun up and down as needed without human intervention. In addition, the SDN architecture includes an SDN controller and an SDN network that enables an entirely new data center topology.

server virtualization
Diagram: The need for virtualization and software-defined networking.

ACI Cisco: Integrations

Routing Control Platform

Then came along Cisco SDN ACI, the ACI Cisco, which operates differently from the traditional data center with an application-centric infrastructure. The Cisco application-centric infrastructure achieves resource elasticity with automation through standard policies for data center operations and consistent policy management across multiple on-premises and cloud instances.

It uses a Software-Defined Networking (SDN) architecture like a routing control platform. The Cisco SDN ACI also provides a secure networking environment for Kubernetes. In addition, it integrates with various other solutions, such as Red Hat OpenShift networking.

Cisco ACI: Integration Options

What makes the Cisco ACI interesting is its several vital integrations. I’m not talking about extending the data center with multi-pod and multi-site, for example, with AlgoSec, Cisco AppDynamics, and SD-WAN. AlgoSec enables secure application delivery and policy across hybrid network estates, while AppDynamic lives in a world of distributed systems Observability. SD-WAN enabled path performance per application with virtual WANs.

Cisco ACI Components: ACI Cisco and Multi-Pod

Cisco ACI Multi-Pod is part of the “Single APIC Cluster / Single Domain” family of solutions, as a single APIC cluster is deployed to manage all the interconnected ACI networks. These separate ACI networks are named “pods,” Each looks like a regular two-tier spine-leaf topology. The same APIC cluster can manage several pods, and to increase the resiliency of the solution, the various controller nodes that make up the cluster can be deployed across different pods.

ACI Multi-Pod
Diagram: Cisco ACI Multi-Pod. Source Cisco.

Cisco ACI Components: ACI Cisco and AlgoSec

With AlgoSec integrated with the Cisco ACI, we can now provide automated security policy change management for multi-vendor devices and risk and compliance analysis. The AlgoSec Security Management Solution for Cisco ACI extends ACI’s policy-driven automation to secure various endpoints connected to the Cisco SDN ACI fabric.

These simplify the network security policy management across on-premises firewalls, SDNs, and cloud environments. It also provides the necessary visibility into the security posture of ACI, even across multi-cloud environments. 

Cisco ACI Components: ACI Cisco and AppDynamics 

Then, with AppDynamics, we are heading into Observability and controllability. Now, we can correlate app health and network for optimal performance, deep monitoring, and fast root-cause analysis across complex distributed systems with numbers of business transactions that need to be tracked. This will give your teams complete visibility of your entire technology stack, from your database servers to cloud-native and hybrid environments. In addition, AppDynamics works with agents that monitor application behavior in several ways. We will examine the types of agents and how they work later in this post.

Cisco ACI Components: ACI Cisco and SD-WAN 

SD-WAN brings a software-defined approach to the WAN. These enable a virtual WAN architecture to leverage transport services such as MPLS, LTE, and broadband internet services. So, SD-WAN is not a new technology; its benefits are well known, including improving application performance, increasing agility, and, in some cases, reducing costs.

The Cisco ACI and SD-WAN integration makes active-active data center design less risky than in the past. The following figures give a high-level overview of the Cisco ACI and SD-WAN integration. For pre-information generic to SD-WAN, go here: SD-WAN Tutorial

SD WAN integration
Diagram: Cisco ACI and SD-WAN integration

The Cisco SDN ACI and SD-WAN Integration

The Cisco SDN ACI with SD-WAN integration helps ensure an excellent application experience by defining application Service-Level Agreement (SLA) parameters. Cisco ACI releases 4.1(1i) and adds support for WAN SLA policies. This feature enables admins to apply pre-configured policies to specify the packet loss, jitter, and latency levels for the tenant traffic over the WAN.

When you apply a WAN SLA policy to the tenant traffic, the Cisco APIC sends the pre-configured policies to a vManage controller. The vManage controller, configured as an external device manager that provides SDWAN capability, chooses the best WAN link that meets the loss, jitter, and latency parameters specified in the SLA policy.

Cisco ACI Components: Openshift and Cisco SDN ACI

OpenShift Container Platform (formerly known as OpenShift Enterprise) or OCP is Red Hat’s offering for the on-premises private platform as a service (PaaS). OpenShift is based on the Origin open-source project and is a Kubernetes distribution, the defacto for container-based virtualization. The foundation of the OpenShift networking SDN is based on Kubernetes and, therefore, shares some of the same networking technology along with some enhancements, such as the OpenShift route construct.

Cisco ACI Components: Other data center integrations

Cisco SDN ACI has another integration with Cisco DNA Center/ISE that maps user identities consistently to endpoints and apps across the network, from campus to the data center. Cisco Software-Defined Access (SD-Access) provides policy-based automation from the edge to the data center and the cloud.

Cisco SD-Access provides automated end-to-end segmentation to separate user, device, and application traffic without redesigning the network. This integration will enable customers to use standard policies across Cisco SD-Access and Cisco ACI, simplifying customer policy management using Cisco technology in different operational domains.

Let us recap before we look at the ACI integrations in more detail.

The Cisco SDN ACI Design  

Introduction to leaf and spine

The Cisco SDN ACI works with a Clos architecture, a fully meshed ACI network. Based on a spine leaf architecture. As a result, every Leaf is physically connected to every Spine, enabling traffic forwarding through non-blocking links. Physically, we have a set of Leaf switches creating a Leaf layer attached to the Spines in a full BIPARTITE graph.

This means that each Leaf is connected to each Spine, and each Spine is connected to each Leaf.  The ACI uses a horizontally elongated Leaf and Spine architecture with one hop to every host in an entirely messed ACI fabric, offering good throughput and convergence needed for today’s applications.

Cisco ACI
Diagram: Cisco ACI: Improving application performance.

The ACI fabric: Aggregate

A key point to note in the spine-and-leaf design is the fabric concept, which is like a stretch network. And one of the core ideas around a fabric is that they do not aggregate traffic. This does increase data center performance along with a non-blocking architecture. With the spine-leaf topology, we are spreading a fabric across multiple devices.

The result of the fabric is that each edge device has the total bandwidth of the fabric available to every other edge device. This is one big difference from traditional data center designs; we aggregate the traffic by either stacking multiple streams onto a single link or carrying the streams serially.

SDN data center
Diagram: Cisco ACI fabric checking.

The issues with oversubscription

With the traditional 3-tier design, we aggregate everything at the core, leading to oversubscription ratios that degrade performance. With the ACI Leaf and Spine design, we spread the load across all devices with equidistant endpoints. Therefore, we can carry the streams parallel.

Horizontal scaling load balancing

Then, we have horizontal scaling load balancing.  Load balancing with this topology uses multipathing to achieve the desired bandwidth between the nodes. Even though this forwarding paradigm can be based on Layer 2 forwarding ( bridging) or Layer 3 forwarding ( routing), the ACI leverages a routed approach to the Leaf and Spine design, and we have Equal Cost Multi-Path (ECMP) for both Layer 2 and Layer 3 traffic. 

Highlighting the overlay and underlay

Mapping Traffic

So you may be asking how we can have Layer 3 routed core and pass Layer 2 traffic. This is done using the overlay, which can map different traffic types to other overlays. So, we can have Layer 2 traffic mapped to an overlay over a routed core. ACI links between the Leaf and the Spine switches are L3 active-active links. Therefore, we can intelligently load balance and traffic steer to avoid issues. And we don’t need to rely on STP to block links or involve STP to fix the topology.

When networks were first developed, there was no such thing as an application moving from one place to another while it was in use. So the original architects of IP, the communication protocol used between computers, used the IP address to mean both the identity of a device connected to the network and its location on the network.  Today, in the modern data center, we need to be able to communicate with an application or application tier, no matter where it is.

Overlay Encapsulation

One day, it may be in location A and the next in location B, but its identity, which we communicate with, is the same on both days. An overlay is when we encapsulate an application’s original message with the location to which it needs to be delivered before sending it through the network.

Once it arrives at its final destination, we unwrap it and deliver the original message as desired. The identities of the devices (applications) communicating are in the original message, and the locations are in the encapsulation, thus separating the place from the identity. This wrapping and unwrapping is done per-packet basis and, therefore, must be done quickly and efficiently.

Overlay and underlay components

The Cisco SDN ACI has a concept of overlay and underlay, forming a virtual overlay solution. The role of the underlay is to glue together devices so the overlay can work and be built on top. So, the overlay, which is VXLAN, runs on top of the underlay, which is IS-IS. In the ACI, the IS-IS protocol provides the routing for the overlay, which is why we can provide ECMP from the Leaf to the Spine nodes. The routed underlay provides an ECMP network where all leaves can access Spine and have the same cost links. 

ACI overlay
Diagram: Overlay. Source Cisco

Example: 

Let’s take a simple example to illustrate how this is done. Imagine that application App-A wants to send a packet to App-B. App-A is located on a server attached to switch S1, and App-B is initially on switch S2. When App-A creates the message, it will put App-B as the destination and send it to the network; when the message is received at the edge of the network, whether a virtual edge in a hypervisor or a physical edge in a switch, the network will look up the location of App-B in a “mapping” database and see that it is attached to switch S2.

It will then put the address of S2 outside of the original message. So, we now have a new message addressed to switch S2. The network will forward this new message to S2 using traditional networking mechanisms. Note that the location of S2 is very static, i.e., it does not move, so using traditional mechanisms works just fine.

Upon receiving the new message, S2 will remove the outer address and thus recover the original message. Since App-B is directly connected to S2, it can easily forward the message to App-B. App-A never had to know where App-B was located, nor did the network’s core. Only the edge of the network, specifically the mapping database, had to know the location of App-B. The rest of the network only had to see the location of switch S2, which does not change.

Let’s now assume App-B moves to a new location switch S3. Now, when App-A sends a message to App-B, it does the same thing it did before, i.e., it addresses the message to App-B and gives the packet to the network. The network then looks up the location of App-B and finds that it is now attached to switch S3. So, it puts S3’s address on the message and forwards it accordingly. At S3, the message is received, the outer address is removed, and the original message is delivered as desired.

The movement of App-B was not tracked by App-A at all. The address of App-B identified App-B, while the address of the switch, S2 or S3, identified App-B’s location. App-A can communicate freely with App-B no matter where App-B is located, allowing the system administrator to place App-B in any location and move it as desired, thus achieving the flexibility needed in the data center.

Multicast Distribution Tree (MDT)

We have a Multicast Distribution Tree MDT tree on top that is used to forward multi-destination traffic without having loops. The Multicast distribution tree is dynamically built to send flood traffic for specific protocols. Again, it does this without creating loops in the overlay network. The tunnels created for the endpoints to communicate will have tunnel endpoints. The tunnel endpoints are known as the VTEP. The VTEP addresses are assigned to each Leaf switch from a pool that you specify in the ACI startup and discovery process.

Normalize the transports

VXLAN tunnels in the ACI fabric are used to normalize the transports in the ACI network. Therefore, traffic between endpoints can be delivered using the VXLAN tunnel, resulting in any transport network regardless of the device connecting to the fabric. 

Building the VXLAN tunnels 

So, using VXLAN in the overlay enables any network, and you don’t need to configure anything special on the endpoints for this to happen. The endpoints that connect to the ACI fabric do not need special software or hardware. The endpoints send regular packets to the leaf nodes they are connected to directly or indirectly. As endpoints come online, they send traffic to reach a destination.

Bridge domain and VRF

Therefore, the Cisco SDN ACI under the hood will automatically start to build the VXLAN overlay network for you. The VXLAN network is based on the Bridge Domain (BD), or VRF ACI constructs deployed to the leaf switches. The Bridge Domain is for Layer 2, and the VRF is for Layer 3. So, as devices come online and send traffic to each other, the overlay will grow in reachability in the Bridge Domain or the VRF. 

Horizontal scaling load balancing
Diagram: Horizontal scaling load balancing.

Routing for endpoints

Routing within each tenant, VRF is based on host routing for endpoints directly connected to the Cisco ACI fabric. For IPv4, the host routing is based on the /32, giving the ACI a very accurate picture of the endpoints. Therefore, we have exact routing in the ACI.

In conjunction, we have a COOP database that runs on the Spines that offers remarkably optimized fabric in terms of knowing where all the endpoints are located. To facilitate this, every node in the fabric has a TEP address, and we have different types of TEPs depending on the role of the device. The Spine and the Leaf will have TEP addresses but will differ from each other.

COOP database
Diagram: COOP database

The VTEP and PTEP

The Leaf’s nodes are the Virtual Tunnel Endpoints (VTEP). In ACI, this is known as PTEP, the physical tunnel endpoints. These PTEP addresses represent the “WHERE” in the ACI fabric that an endpoint lives in.

Cisco ACI uses a dedicated VRF and a subinterface of the uplinks from the Leaf to the Spines as the infrastructure to carry VXLAN traffic. In Cisco ACI terminology, the transport infrastructure for VXLAN traffic is known as Overlay-1, which is part of the tenant “infra.” 

The Spine TEP

The Spines also have a PTEP and an additional proxy TEP. This is used for forwarding lookups into the mapping database. The Spines have a global view of where everything is, which is held in the COOP database synchronized across all Spine nodes. All of this is done automatically for you.

For this to work, the Spines have an Anycast IP address known as the Proxy TEP. The Leaf can use this address if they do not know where an endpoint is, so they ask the Spine for any unknown endpoints, and then the Spine checks the COOP database. This brings many benefits to the ACI solution, especially for traffic optimizations and reducing flooded traffic in the ACI. Now, we have an optimized fabric for better performance.

Cisco ACI
Diagram: Routing control platform.

The ACI optimizations

Mouse and elephant flows

This provides better performance for load balancing different flows. For example, in most data centers, we have latency-sensitive flows, known as mouse flows, and long-lived bandwidth-intensive flows, known as elephant flows. 

The ACI has more precisely load-balanced traffic using algorithms that optimize mouse and elephant flows and distribute traffic based on flow lets: flow let load-balancing. Within a Leaf, Spine latency is low and consistent from port to port. The max latency of a packet from one port to another in the architecture is the same regardless of the network size. So you can scale the network without degrading performance. Scaling is often done on a POD-by-POD basis. For more extensive networks, each POD would be its Leaf and Spine network.

ARP optimizations: Anycast gateways

The ACI comes by default with a lot of traffic optimizations. Firstly, instead of using an ARP and broadcasting across the network, that can hamper performance. The Leaf can assume that the Spine will know where the destination is ( and it does via the COOP database ), so there is no need to broadcast to everyone to find a destination.

If the Spine knows where the endpoint is, it will forward it to the other Leaf. If not, it will drop the traffic.

Fabric anycast addressing

This again adds performance benefits to the ACI solution as the table sizes on the Leaf switches can be kept smaller than they would if they needed to know where all the destinations were, even if they were not or never needed to communicate with them. On the Leaf, we have an Anycast address too.

These fabric anycast addresses are available for Layer 3 interfaces. On the Leaf ToR, we can establish an SVI that uses the same MAC address on every ToR; therefore, when an endpoint needs to route to a ToR. It doesn’t matter which ToR you use. The Anycast Address is spread across all ToR leaf switches. 

Pervasive gateway

Now we have predictable latency to the first hop, and you will use the local route VRF table within that ToR instead of traversing the fabric to a different ToR. This is the Pervasive Gateway feature that is used on all Leaf switches. The Cisco ACI has many advanced networking features, but the pervasive gateway is my favorite. It does take away all the configuration mess we had in the past.

The Cisco SDN ACI Integrations

OpenShift and Cisco ACI

  • OpenSwitch virtual network

OpenShift does this with an SDN layer and enhances Kubernetes networking to have a virtual network across all the nodes. It is created with the Open Switch standard. For OpenShift SDN, this pod network is established and maintained by the OpenShift SDN, configuring an overlay network using a virtual switch called the OVS bridge, forming an OVS network that gets programmed with several OVS rules. The OVS is a popular open-source solution for virtual switching.

Openshift sdn
Diagram: OpenShift SDN.

OpenShift SDN plugin

We mentioned that you could tailor the virtual network topology to suit your networking requirements, which can be determined by the OpenShift SDN plugin and the SDN model you select. With the default OpenShift SDN, there are several modes available. This level of SDN mode you choose is concerned with managing connectivity between applications and providing external access to them. Some modes are more fine-grained than others. The Cisco ACI plugins offer the most granular.

Integrating ACI and OpenShift platform

The Cisco ACI CNI plugin for the OpenShift Container Platform provides a single, programmable network infrastructure, enterprise-grade security, and flexible micro-segmentation possibilities. The APIC can provide all networking needs for the workloads in the cluster. Kubernetes workloads become fabric endpoints, like Virtual Machines or Bare Metal endpoints.

The Cisco ACI CNI plugin extends the ACI fabric capabilities to OpenShift clusters to provide IP Address Management, networking, load balancing, and security functions for OpenShift workloads. In addition, the Cisco ACI CNI plugin connects all OpenShift Pods to the integrated VXLAN overlay provided by Cisco ACI.

The Cisco SDN ACI and AppDynamics

AppDynamis overview

So, you have multiple steps or services for an application to work. These services may include logging in and searching to add something to a shopping cart. These services will invoke various applications, web services, third-party APIs, and databases, known as business transactions.

The user’s critical path

A business transaction is the essential user interaction with the system and is the customer’s critical path. Therefore, business transactions are the things you care about. If they start to go, it will cause your system to degrade. So, you need ways to discover your business transactions and determine if there are any deviations from baselines. This should also be done automated, as learning baseline and business transitions in deep systems is nearly impossible using the manual approach.

So, how do you discover all these business transactions?

AppDynamics automatically discovers business transactions and builds an application topology map of how the traffic flows. A topology map can view usage patterns and hidden flows, acting as a perfect feature for an Observability platform.

Cisco AppDynamics
Diagram: Cisco AppDynamics.

AppDynamic topology

AppDynamics will discover the topology for all of your application components. All of this is done automatically for you. It can then build a performance baseline by capturing metrics and traffic patterns. This allows you to highlight issues when services and components are slower than usual.

AppDynamics uses agents to collect all the information it needs. The agent monitors and records the calls that are made to a service. This is from the entry point and follows executions along its path through the call stack. 

Types of Agents for Infrastructure Visibility

If the agent is installed on all critical parts, you can get information about that specific instance. This can help you build a global picture. So we have an Application Agent, Network Agent, and Machine Agent for Server visibility and Hardware/OS.

  • App Agent: This agent will monitor apps and app servers, and example metrics will be slow transitions, stalled transactions, response times, wait times, block times, and errors.  
  • Network Agent: This agent monitors the network packets, TCP connection, and TCP socket. Example metrics include performance impact Events, Packet loss and retransmissions, RTT for data transfers, TCP window size, and connection setup/teardown.
  • Machine Agent Server Visibility: This agent monitors the number of processes, services, caching, swapping, paging, and querying. Example Metrics include hardware/software interrupts, virtual memory/swapping, process faults, and CPU/DISK/Memory utilization by the process.
  • Machine Agent: Hardware/OS – disks, volumes, partitions, memory, CPU. Example metrics: CPU busy time, MEM utilization, and pieces file.

Automatic establishment of the baseline

A baseline is essential, a critical step in your monitoring strategy. Doing this manual is hard, if not impossible, with complex applications. Having this automatically done for you is much better. You must automatically establish the baseline and alert yourself about deviations from the baseline. This will help you pinpoint the issue faster and resolve issues before the problem can be affected. Platforms such as AppDynamics can help you here. Any malicious activity can be seen from deviations from the security baseline and performance issues from the network baseline.

Summary: Cisco ACI Components

In the ever-evolving world of networking, organizations are constantly seeking ways to enhance their infrastructure’s performance, security, and scalability. Cisco ACI (Application Centric Infrastructure) presents a cutting-edge solution to these challenges. By unifying physical and virtual environments and leveraging network automation, Cisco ACI revolutionizes how networks are built and managed.

Section 1: Understanding Cisco ACI Architecture

At the core of Cisco ACI lies a robust architecture that enables seamless integration between applications and the underlying network infrastructure. The architecture comprises three key components:

1. Application Policy Infrastructure Controller (APIC):

The APIC serves as the centralized management and policy engine of Cisco ACI. It provides a single point of control for configuring and managing the entire network fabric. Through its intuitive graphical user interface (GUI), administrators can define policies, allocate resources, and monitor network performance.

2. Nexus Switches:

Cisco Nexus switches form the backbone of the ACI fabric. These high-performance switches deliver ultra-low latency and high throughput, ensuring optimal data transfer between applications and the network. Nexus switches provide the necessary connectivity and intelligence to enable the automation and programmability features of Cisco ACI.

3. Application Network Profiles:

Application Network Profiles (ANPs) are a fundamental aspect of Cisco ACI. ANPs define the policies and characteristics required for specific applications or application groups. By encapsulating network, security, and quality of service (QoS) policies within ANPs, administrators can streamline the deployment and management of applications.

Section 2: The Power of Network Automation

One of the most compelling aspects of Cisco ACI is its ability to automate network provisioning, configuration, and monitoring. Through the APIC’s powerful automation capabilities, network administrators can eliminate manual tasks, reduce human errors, and accelerate the deployment of applications. With Cisco ACI, organizations can achieve greater agility and operational efficiency, enabling them to rapidly adapt to evolving business needs.

Section 3: Security and Microsegmentation with Cisco ACI

Security is a paramount concern for every organization. Cisco ACI addresses this by providing robust security features and microsegmentation capabilities. With microsegmentation, administrators can create granular security policies at the application level, effectively isolating workloads and preventing lateral movement of threats. Cisco ACI also integrates with leading security solutions, enabling seamless network enforcement and threat intelligence sharing.

Conclusion:

Cisco ACI is a game-changer in the realm of network automation and infrastructure management. Its innovative architecture, coupled with powerful automation capabilities, empowers organizations to build agile, secure, and scalable networks. By leveraging Cisco ACI’s components, businesses can unlock new levels of efficiency, flexibility, and performance, ultimately driving growth and success in today’s digital landscape.

SDN Data Center

SDN Data Center

SDN Data Center

The world of technology consists of data centers that play a crucial role in storing and managing vast amounts of information. Traditional data centers, however, have faced challenges in terms of scalability, flexibility, and efficiency. Enter Software-Defined Networking (SDN), a groundbreaking approach reshaping the landscape of data centers. In this blog post, we will explore the concept of SDN, its benefits, and its potential to revolutionize data centers as we know them.

In SDN, the functions of network nodes (switches, routers, bare metal servers, etc.) are abstracted so they can be managed globally and coherently. A single controller, the SDN controller, manages the whole entity coherently by detaching the network device's decision-making part (control plane) from its operational part (data plane).

The name "Software Defined" comes from this controller, allowing "network programmability." The Open Networking Foundation (ONF) was founded in March 2011 to promote the concept and development of OpenFlow. In 2009, the University of Stanford (US) and its research center (ONRC) published the first OpenFlow specifications, one of the protocols used by SDN controllers.

- Traditional data center networks often face challenges such as complex configurations, limited scalability, and lack of agility. SDN technology addresses these issues by introducing a software-based approach to network management. With SDN, data center operators can automate network provisioning, streamline operations, and achieve greater scalability. Moreover, SDN enables network virtualization, allowing multiple virtual networks to coexist on a shared physical infrastructure, leading to improved resource utilization.

- Security is a top priority for data centers, and SDN brings notable advancements in this domain. With its centralized control, SDN provides a holistic view of the network, enabling enhanced security policies and threat detection mechanisms. By dynamically allocating resources and isolating traffic, SDN mitigates potential security breaches. Additionally, SDN facilitates network resilience through features like automatic traffic rerouting, load balancing, and real-time network monitoring.

- The applications of SDN in data centers are vast and varied. One notable use case is network virtualization, which allows data center operators to create isolated virtual networks for different tenants or applications. This enhances resource allocation and provides better network performance. SDN also enables efficient load balancing across servers, optimizing resource utilization and improving application delivery. Furthermore, SDN facilitates the deployment of network services, such as firewalls and intrusion detection systems, in a more agile and scalable manner.

Highlights: SDN Data Center

What is SDN

With SDN, network nodes (switches, routers, bare-metal servers, etc.) are abstracted from their functions, which allows them to be managed globally and coherently. An SDN controller coherently manages the entire system through its control plane (control plane) and data plane (data plane (data plane). “Network programmability” is enabled by Software Defined Controllers. March 2011 saw the founding of the Open Networking Foundation (ONF), a non-profit organization dedicated to promoting and developing OpenFlow. Research centers, such as Stanford University’s ONRC, which produced the first OpenFlow specifications in 2009, were interested in using OpenFlow as a protocol for SDN controllers.

Why do we need it?

IT teams are responsible for building and managing IT infrastructure and applications, but they should also serve key business drivers for their organization, such as these:

  1. Affordability
  2. Growth
  3. Adaptability
  4. Ability to scale
  5. A secure environment. 

As we know, non-SDN networks in the data center space have many drawbacks and present many operational challenges to modern IT infrastructures. In addition to these challenges, organizations from diverse industries raised new demands for SDN.

SDN Data Centers

In addition to OpenFlow, software-defined networks (SDNs) provide another paradigm shift. In the last few years, the idea of separating the data plane, which runs in hardware ASICs on network switches, from the control plane, which runs on a central controller, has gained traction. This effort aims to develop standardized OpenFlow APIs that expose rich functionality from the hardware to the controller. For the entire data center cluster comprised of different types of switches to be uniformly programmed to enforce a specific policy, SDNs should promote programmatic interfaces that switch vendors should support. At its simplest, the data plane merely programs hardware based on the controller’s directions by serving as a set of “dumb” devices.

SDN and OpenFlow

Scalability

As server ports increased in density, data centers grew, making it impossible to keep up. A limited number of MAC addresses, inactive links, and multicast streams prevented multicast streams from being transported in this case. Infrastructure growth became more than a “nice to have” as needs evolved. Using SDN controllers and standardized off-the-shelf switches, adding new switches and configuring their configurations quickly became easy.

To maximize downlink throughput, all links on switches must be utilized. Local networks already know about the widespread use of spreading trees (which disable parts of links). As a result of the phenomenal growth of server density, various multipathing scenarios have been addressed using things like Multi-Chassis EtherChannel (MEC) and ECMP (Equal Cost Multi-Path) with CLOS architectures.

Virtualization is one of the abstraction capabilities brought by SDN. Multiple isolated virtual networks were used to compute and store data on servers. There was also a virtualization movement in the network industry. At different layers, SDN has been developed in several variants.

stp port states

 

ClOS-based architectures

In recent years, high-speed network switches have made CLOS-based31 architectures extremely popular. The CLOS topology has a simple rule: switches at tier x should only be connected to switches at tier x-1 and x+1 and never to other switches at the same tier. In this topology, redundancy provides high resilience, fault tolerance, and traffic load sharing. Due to the many redundant paths between any two switches, network resources can be utilized efficiently. There is no oversubscription in CLOS-based architectures, which may be advantageous for some applications due to the huge bisection bandwidth. Additionally, the relatively simple topology alleviates the burden of having separate core and aggregation layers inherent in traditional three-tier architectures, which help troubleshoot traffic.

what is spine and leaf architecture

What problems do we have, and what are we doing about them? Ask yourself: Are data centers ready and available for today’s applications and tomorrow’s emerging data center applications? Businesses and applications are putting pressure on networks to change, ushering in a new era of data center design. From 1960 to 1985, we started with mainframes and supported a customer base of about one million users.

Example: ACI Cisco

ACI Cisco, short for Application Centric Infrastructure, is a software-defined networking (SDN) solution developed by Cisco Systems. It provides a holistic approach to managing and automating network infrastructure, allowing organizations to achieve agility, scalability, and security all in one framework.

Cisco ACI is a software-defined networking (SDN) solution that brings automation, scalability, and agility to network infrastructure. It combines physical and virtual elements, creating a unified and programmable network fabric that simplifies operations and accelerates application deployment. By abstracting network policies from the underlying infrastructure, Cisco ACI enables organizations to achieve policy-driven automation and policy-based security across the entire network.

ACI fabric Details
Diagram: Cisco ACI fabric Details

Scalability and Agility:

With the increasing demands of modern business applications, scalability and agility are paramount. Cisco ACI offers a highly scalable architecture that can adapt to changing network requirements. By leveraging a spine-leaf topology and VXLAN overlays, Cisco ACI provides a flexible and scalable foundation that can seamlessly grow to accommodate evolving business needs.

VXLAN overlay
Diagram: VXLAN Overlay

Example: Software-defined data centers

To offer computing and network services to many clients, software-defined data centers (SDDCs) use virtualization technologies to separate hardware infrastructure into virtual machines. All computing, storage, and networking resources can be abstracted and represented as software in a virtualized data center. Anybody could access the data center resources if sold as a service.

Software-defined networking (SDN) and virtual machines are components of SDDCs. Many other open and proprietary software platforms exist for virtualizing computing resources besides Citrix, KVM, OpenDaylight, OpenStack, OpenFlow, Red Hat, and VMware.

The advantage of SDDC is that clients do not have to build their infrastructure. They can meet their computing, networking, and storage needs by renting resources from the cloud. It is advantageous for software companies or service providers to have centralized data centers because they can serve many clients simultaneously. Hardware and storage costs are plummeting, a significant factor driving SDDC and cloud computing. Infrastructure as a Service (IaaS) becomes more economical as these resources become cheaper, making it more advantageous to build large data centers on a large scale.

Example: Open Networking Foundation

We also have the Open Networking Foundation ( ONF ), which leverages SDN principles, employs open-source platforms, and defines standards to build and operate open networking. The ONF’s portfolio includes several areas, such as mobile, broadband, and data centers running on white box hardware.

Related: Before you proceed, you may find the following post helpful:

  1. DNS Structure
  2. Data Center Network Design
  3. Software Defined Perimeter
  4. ACI Networks
  5. Layer 3 Data Center

Data Center Applications

Key SDN Data Center Design Discussion Points:


  • Introduction to the SDN Data Center and what is involved.

  • Highlighting the details of the different types of traffic patterns.

  • Technical details on the issues with spanning tree protocol. 

  • Scenario: Building a scalable data center.

  • Details on VXLAN and the use of overlay networking. 

The Future of Data Centers 

Exploring Software-Defined Networking (SDN)

In recent years, the rapid advancement of technology has given rise to various innovative solutions transforming how data centers operate. One such revolutionary technology is Software-Defined Networking (SDN), which has garnered significant attention and is set to reshape the landscape of data centers as we know them. In this blog post, we will delve into the fundamentals of SDN and explore its potential to revolutionize data center architecture.

SDN is a networking paradigm that separates the control plane from the data plane, enabling centralized control and programmability of network infrastructure. Unlike traditional network architectures, where network devices make independent decisions, SDN offers a centralized management approach, providing administrators with a holistic view and control over the entire network.

1st Lab Guide: Cisco ACI

The following screenshots show the topology of the Cisco ACI. The design follows the layout of a leaf and spine architecture. The leaf switches connect to the spines and not to each other. All workloads and even WAN networks connect to the leaf layer.

The ACI goes through what is known as Fabric Discovery, where much of this is automated for you, borrowing the main principle of an SDN data center of automation. As you can see below, the fabric has been successfully discovered. There are three registered nodes – Spine, Leaf-a, and Leaf-b. The ACI is based on the Cisco Nexus 9000 Series.

SDN data center

The Benefits of SDN in Data Centers

Enhanced Network Flexibility and Scalability:

SDN allows data center administrators to allocate network resources dynamically based on real-time demands. With SDN, scaling up or down becomes seamless, resulting in improved flexibility and agility. This capability is crucial in today’s data-driven environment, where rapid scalability is essential to meet growing business demands.

Simplified Network Management:

SDN abstracts the complexity of network management by centralizing control and offering a unified view of the network. This simplification enables more efficient troubleshooting, faster service provisioning, and streamlined network management, ultimately reducing operational costs and increasing overall efficiency.

Increased Network Security:

By offering a centralized control plane, SDN enables administrators to implement stringent security policies consistently across the entire data center network. SDN’s programmability allows for dynamic security measures, such as traffic isolation and malware detection, making it easier to respond to emerging threats.

SDN and Network Virtualization:

SDN and network virtualization are closely intertwined, as SDN provides the foundation for implementing network virtualization in data centers. By decoupling network services from physical infrastructure, virtualization enables the creation of virtual networks that can be customized and provisioned on demand. SDN’s programmability further enhances network virtualization by allowing the rapid deployment and management of virtual networks.

Back to Basics: SDN Data Center

From 1985 to 2009, we moved to the personal computer, client/server model, and LAN /Internet model, supporting a customer base of hundreds of millions. From 2009 to 2020+, the industry has completely changed. We have various platforms (mobile, social, big data, and cloud) with billions of users, and it is estimated that the new IT industry will be worth 4.8T. All of these are forcing us to examine the existing data center topology.

SDN data center architecture is a type of architectural model that adds a level of abstraction to the functions of network nodes. These nodes may include switches, routers, bare metal servers, etc.), to manage them globally and coherently. So, with an SDN topology, we have a central place to work a disparate network of various devices and device types.

We will discuss the SDN topology in more detail shortly. At its core, SDN enables the entire network to be centrally controlled, or ‘programmed,’ using a software SDN application layer. The significant advantage of SDN is that it allows operators to manage the whole network consistently, regardless of the underlying network technology.

SDN Data Center
SDN Data Center

Statistics don’t lie.

The customer has changed and is making us change our data center topology. Content doubles over the next two years, and emerging markets may overtake mature markets. We expect 5,200 GB of data/per person created in 2020. These new demands and trends are putting a lot of duress on the amount of content that will be made, and how we serve and control this content poses new challenges to data networks.

Knowledge check for other software-defined data center market

The software-defined data center market is considerable. In terms of revenue, it was estimated at $43.178 billion in 2020. However, this has grown significantly; now, the software-defined data center market will grow to $120.3 billion by 2025, representing a CAGR of 22.4%.

Knowledge Check for SDN data center architecture and SDN Topology

Software Defined Networking (SDN) simplifies computer network management and operation. It is an approach to network management and architecture that enables administrators to manage network services centrally using software-defined policies. In addition, the SDN data center architecture enables greater visibility and control over the network by separating the control plane from the data plane. Administrators can control routing, traffic management, and security by centralized managing networks. With global visibility, administrators can control the entire network. They can then quickly apply network policies to all devices by creating and managing them efficiently.

The Value: SDN Topology

An SDN topology separates the control plane from the data plane connected to the physical network devices. This allows for better network management and configuration flexibility, and configuring the control plane can create a more efficient and scalable network.

The SDN topology has three layers: the control plane, the data plane, and the physical network. The control plane controls the data plane, which carries the data packets. It is also responsible for setting up virtual networks, configuring network devices, and managing the overall SDN topology.

A personal network impact assessment report

I recently approved a network impact assessment for various data center network topologies. One of my customers was looking at rate-limiting current data transfer over the WAN ( Wide Area Network ) at 9.5mbps over 10 hours for 34GB of data transfer at an off-prime time window. Due to application and service changes, this particular customer plans to triple that volume over the next 12 months.

They result in a WAN upgrade and a change in the scope of DR ( Disaster Recovery ). Big Data, Applications, Social Media, and Mobility force architects to rethink how they engineer networks. We should concentrate more on scale, agility, analytics, and management.

SDN Data Center Architecture: The 80/20 traffic rule

The data center design was based on the 80/20 traffic pattern rule with Spanning Tree Protocol ( 802.1D ), where we have a root, and all bridges build a loop-free path to that root. This results in half ports forwarding and half in a blocking state—completely wasting your bandwidth even though we can load balance based on a certain number of VLANs forwarding on one uplink and another set of VLANs forwarding on the secondary uplink.

We still face the problems and scalability of having large Layer 2 domains in your data center design. Spanning tree is not a routing protocol; it’s a loop prevention protocol, and as it has many disastrous consequences, it should be limited to small data center segments.

SDN Data Center

Data Center Stability


Layer 2 to the Core layer

STP blocks reduandant links

Manual pruning of VLANs for redudancy design

Rely on STP convergence for topology changes

Efficient and stable design

Data Center Topology: The Shifting Traffic Patterns

The traffic patterns have shifted, and the architecture needs to adapt. Before, we focused on 80% leaving the DC, while now, a lot of traffic is going east to west and staying within the DC. The original traffic pattern made us design a typical data center style with access, core, and distribution based on Layer 2, leading to Layer 3 transport. The route you can approach was adopted as Layer 3, which adds stability to Layer 2 by controlling broadcast and flooding domains.

The most popular data architecture in deployment today is based on very different requirements, and the business is looking for large Layer 2 domains to support functions such as VMotion. We need to meet the challenge of future data center applications, and as new apps come out with unique requirements, it isnt easy to make adequate changes to the network due to the protocol stack used. One way to overcome this is with overlay networking and VXLAN.

Overlay networking
Diagram: Overlay Networking with VXLAN

The Issues with Spanning Tree

The problem is that we rely on the spanning tree, which was useful before but is past its date. The original author of the spanning tree is now the author of THRILL ( replacement to STP ). STP ( Spanning Tree Protocol ) was never a routing protocol to determine the best path; it was used to provide a loop-free path. STP is also a fail-open protocol ( as opposed to a Layer 3 protocol that fails closed ).

STP Path distribution

One of the spanning trees’ most significant weaknesses is their failure to open. If I don’t receive a BPDU ( Bridge Protocol Data Unit ), I assume I am not connected to a switch and start forwarding on that port. Combining a fail-open paradigm with a flooding paradigm can be disastrous.

Lab Guide: STP va Routing Blocking Links

Next, let’s address the Spanning Tree Protocol on a network of 3 switches. STP is there to help, but in some cases, it blocks specific ports based on the default configuration or by the administrator forcing traffic to get a certain way. Either way, you can lose bandwidth. It is easy to demonstrate this by looking at three switches in the diagram. You would want all of these links in a forwarding state, but with STP, one of the links is blocked to prevent loops.

Since the spanning tree is enabled, all our switches will send a unique frame to each other called a BPDU (Bridge Protocol Data Unit). The spanning tree requires two pieces of information in this BPDU: the MAC address and Priority. Together, the MAC address and priority make up the bridge ID.

The spanning tree requires the bridge ID for its calculation. Let me explain how it works:

  • First, a spanning tree will elect a root bridge; this root bridge will have the best “bridge ID.”
  • The switch with the lowest bridge ID is the best one.
  • The priority is 32768 by default, but we can change this value.

Spanning Tree Root Switch

So, who will become the root bridge? In our example, SW1 will become the root bridge! The bridge ID is made up of priority and MAC address. Since all switches have the same priority, the MAC address will be the tiebreaker. SW1 has the lowest MAC address, thus the best bridge ID, and will become the root bridge. The ports on our root bridge are always designated, which means they are forwarding. 

Above, you see that SW1 has been elected as the root bridge, and the “D” on the interfaces stands for designated.

Now we have agreed on the root bridge, our next step for all our “non-root” bridges (so that’s every switch that is not the root) will be to find the shortest path to our root bridge! The shortest path to the root bridge is called the “root port.” Take a look at my example:

stp port states

Port States:

 If you have played with some Cisco switches before, you might have noticed that every time you plugged in a cable, the LED above the interface was orange and, after a while, became green. What is happening at this moment is that the spanning tree is determining the state of the interface; this is what happens as soon as you plug in a cable:

  • The port is in listening mode for 15 seconds. In this phase, it will receive and send BPDUs but not learn MAC addresses or transmit data.
  • The port is in learning mode for 15 seconds.  We are still sending and receiving BPDUs, but now the switch will also learn MAC addresses. There is still no data transmission, though.
  • Now we go into forwarding mode, and finally, we can transmit data!

So, how does this compare to routing? With layer 3, we have a TTL, meaning we can stop loops as long as there is no complicated route redistribution at different points in the network topology. So, let’s look at the following example, which uses RIP.

RIP is a distance vector routing protocol and the simplest one. We’ll start by paying attention to the distance vector class. What does the name distance vector mean?

    • Distance: How far away? In the routing world, we use metrics.
    • Vector: Which direction? In the routing world, we care about which interface and the next router’s IP address to send the packet to.

Notice below we are not blocking ports. Instead, we are load balancing.

RIP load balancing

Analysis:

Load-sharing between packets or destinations (actually source/destination IP address pairs) is supported by Cisco Express Forwarding (CEF) without performance degradation (without CEF, per-packet load-sharing requires process switching). Even though there is no performance impact on the router, per-packet load sharing almost always results in out-of-order packets. As a result of packet reordering, TCP throughput might be reduced in high-speed environments (per-packet load-sharing improves per-flow throughput in low-speed/few-flow scenarios) or applications that cannot survive out-of-order packet delivery, for example, Fast Sequenced Transport for SNA over IP or voice/video streams, may suffer.

Use the ip load-sharing per-packet interface configuration command to configure per-packet load-sharing (the default is per destination). This command must be used to configure all outgoing interfaces where traffic is load-shared.

STP has a bad reputation

STP, in theory, prevents bridging loops. Many reasons contribute to STP’s lousy reputation in practice.

If you prefer plug-and-pray networking over proper routing protocols, you must accept that design choice. There is little we can do in this situation. To use alternate paths, you need an appropriate routing protocol, regardless of whether you’re routing on layer 2 (TRILL, SPB) or layer 3 (IP). Forward-on behavior is one of the main problems with STP. All links forward traffic until BPDUs block some of them.

A forwarding loop is almost certain to occur if a device drops BPDUs or if a switch loses its control plane (for example, due to a memory leak).

Design a Scalable Data Center Topology

To overcome the limitation, some are now trying to route ( Layer 3 ) the entire way to the access layer, which has its problems, too, as some applications require L2 to function, e.g., clustering and stateful devices—however, people still like Layer 3 as we have stability around routing. You have an actual path-based routing protocol managing the network, not a loop-free protocol like STP, and routing also doesn’t fail to open and prevents loops with the TTL ( Time to Live ) fields in the headers.

Convergence routing around a failure is quick and improves stability. We also have ECMP ( Equal Cost Multi-Path) paths to help with scaling and translating to scale-out topologies. This allows the network to grow at a lower cost. Scale-out is better than scale-up.

Whether you are a small or large network, having a routed network over a Layer 2 network has clear advantages. However, how we interface with the network is also cumbersome, and it is estimated that 70% of network failures are due to human errors. The risk of changes to the production network leads to cautious changes, slowing processes to a crawl.

In summary, the problems we have faced so far;

STP-based Layer 2 has stability challenges; it fails to open. Traditional bridging is controlled flooding, not forwarding, so it shouldn’t be considered as stable as a routing protocol. Some applications require Layer 2, but people still prefer Layer 3. The network infrastructure must be flexible enough to adapt to new applications/services, legacy applications/services, and organizational structures.

There is never enough bandwidth, and we cannot predict future application-driven requirements, so a better solution would be to have a flexible network infrastructure. The consequences of inflexibility slow down the deployment of new services and applications and restrict innovation.

The infrastructure needs to be flexible for the data center applications. Not the other way around. It must also be agile enough to be a bottleneck or barrier to deployment and innovation.

What are the new options moving forward?

Layer 2 fabrics ( Open standard THRILL ) change how the network works and enable a large routed Layer 2 network. A Layer 2 Fabric, for example, Cisco FabricPath, is Layer 2; it acts more than Layer 3 as it’s a routing protocol-managed topology. As a result, there is improved stability and faster convergence. It can also support massive ( up to 32 load-balanced forwarding paths versus a single forwarding path with Spanning Tree ) and scale-out capabilities.

FabricPath

2nd Lab Guide: VXLAN Basics

In this lab guide, we have a VXLAN overlay network. The core configuration with VXLAN is the VNI, which needs to match on both sides. Below is a VNI of 6002 tied to the bridge domain. We are creating a layer 2 network for the two desktops to communicate. The layer 2 network traverses the core layer, which consists of the spine layer. The use of the VNI allows VXLAN to scale.

VXLAN
Diagram: Changing the VNI

VXLAN overlay networking

What is VXLAN?

Suppose you already have a Layer 3 core and must support Layer 2 end to end. In that case, you could go for an Encapsulated Overlay ( VXLAN, NVGRE, STT, or a design with generic routing encapsulation). You have the stability of a Layer 3 core and the familiarity of a Layer 2 core but can service Layer 2 end to end using UDP port numbers as network entropy. Depending on the design option, it builds an L2 tunnel over an L3 core. 

VXLAN security

A use case for this will be if you have two devices that need to exchange state at L2 or require VMotion. VMs cannot migrate across L3 as they need to stay in the same VLAN to keep the TCP sessions intact. Software-defined networking is changing the way we interact with the network.

It provides us with faster deployment and improved control. It changes how we interact with the network and has more direct application and service integration. Having a centralized controller, you can view this as a policy-focused network.

Many prominent vendors will push within the framework of converged infrastructure ( server, storage, networking, centralized management ) all from one vendor and closely linking hardware and software ( HP, Dell, Oracle ). While other vendors will offer a software-defined data center in which physical hardware is virtual, centrally managed, and treated as abstraction resource pools that can be dynamically provisioned and configured ( Microsoft ).

Summary: SDN Data Center

In the dynamic landscape of technology, data centers play a crucial role in storing, processing, and delivering digital information. Traditional data centers have limitations, but the emergence of Software-Defined Networking (SDN) has revolutionized how data centers operate. In this blog post, we delved into the world of SDN data centers, exploring their benefits, key components, and potential implications.

Understanding SDN

SDN, in essence, separates the control plane from the data plane, enabling centralized network management through software. Unlike traditional networks, where network devices make individual decisions, SDN allows for a more programmable and flexible infrastructure. By abstracting the network’s control, SDN empowers administrators to manage and orchestrate their data centers dynamically.

Key Components of SDN Data Centers

It is crucial to grasp the critical components of SDN data centers to comprehend their inner workings. The SDN architecture comprises three fundamental elements: the Application Layer, Control Layer, and Infrastructure Layer. The Application Layer houses the software applications that utilize the network services, while the Control Layer handles network-wide decisions and policies. Lastly, the Infrastructure Layer comprises the physical and virtual network devices that forward data packets.

Advantages of SDN Data Centers

The adoption of SDN in data centers brings forth a myriad of advantages. Firstly, SDN enables network programmability, allowing administrators to configure and manage their networks through software interfaces. This flexibility reduces manual configuration efforts and enhances overall efficiency. Secondly, SDN data centers boast improved scalability, as the centralized control plane simplifies network expansion and resource allocation. Additionally, SDN enhances network security by enabling fine-grained control and real-time threat detection.

Potential Implications and Challenges

While SDN data centers offer numerous benefits, addressing potential implications and challenges is crucial. One concern is the potential risk of a single point of failure in the centralized control plane. Network disruptions or software vulnerabilities could significantly impact the entire data center. Moreover, transitioning from traditional networks to SDN requires careful planning, as it involves reconfiguring the existing infrastructure and training network administrators to adapt to the new paradigm.

Conclusion:

In conclusion, Software-Defined Networking (SDN) has paved the way for a new era of data centers. By separating the control and data planes, SDN empowers administrators to programmatically manage their networks programmatically, leading to enhanced flexibility, scalability, and security. Despite the challenges and potential implications, SDN data centers hold immense potential for transforming the way we architect and operate modern data centers.