Edge 2.0 Paradigm

In this article, explains the evolution of edge architecture and discuss F5’s technology vision for the Edge 2.0 paradigm.
Edge 1.0
Edge technologies have existed in an embryonic form for many years, but with a different focus. Early on in the emergence of the Internet, it focused on static content and was called Content Delivery Network (CDN). Tim Berners-Lee, the inventor of the World Wide Web, foresaw the congestion challenge related to the passage of large amounts of web content over slow links that the Internet users would face: he called this issue the “World Wide Wait.” Intrigued by this challenge, MIT professor Tom Leighton explored the problem with scholarly research. He and his student Danny Lewin then co-founded Akamai Technologies in 1998, which created the Content Delivery Network architecture paradigm.
The focus of the CDN paradigm was, appropriately, on distributing the relatively static web content or web applications to get it closer to users to address the need for speed and redundancy. That need led to a set of key architecture tenets including physical Point of Presence (PoP) close to end users, content caching, location prediction, congestion avoidance, distributed routing algorithms, and more. Although networks and devices have changed, these design principles still dominate the fundamental CDN architectures today.
Edge 1.5
In the meantime, the Internet “content” ecosystem has evolved. Applications have become the primary form of content over the internet. As such, the distributed edge could not persist in its nascent form: it had to evolve along with the application architectures it delivered while under increasing pressure to secure a growing digital economy. With so much of the global economy now highly dependent on commerce-centric applications, security services quickly became an add-on staple of CDN providers, whose existing presence around the globe stretched closer to the user—and thus resolved threats earlier—than the cloud and traditional data center. These services were built atop the infrastructure put in place to distribute content and therefore represent closed, proprietary environments. The services offered by one CDN vendor are not compatible with nor portable to another.
Furthermore, the original CDN architecture paradigm’s fundamental design principles—aimed at solving Tim Berners-Lee’s original Internet “World Wide Wait” challenge—assumed that the two sets of endpoints (the users and the content they access) are relatively passive entities, and relegated the solution to the problem primarily to some middle tier: in this case, a CDN. The evolution of the Internet ecosystem, especially the shift to container-based microservices applications and intelligent end-user computing, has utterly broken that assumption.

Catalysts of Edge Evolution
While companies still need to distribute static content, they are also looking to the Edge to play a more significant role in their application architecture. The latest research conducted by F5 shows that 76% of enterprises surveyed are planning to use Edge for various use cases, including improving performance, speeding data collection and analytics, supporting IoT, and engaging capabilities for real-time or near-realtime processing. This includes 25% of companies who foresee no role in their infrastructure for the services of a simple CDN function. These organizations are creating highly dynamic, globally distributed applications with secure and optimal user experiences. They look to Edge to provide the presence and flexibility of multi-location application services and the consistent building blocks they need to do it successfully.
Today, we see services offered by Edge providers saddled with CDN-centric architecture—the likes of Akamai, Fastly, and Cloudflare—as lacking the basic characteristics needed to provide these application-centric capabilities. For example, with Kubernetes-based distributed applications, the application logic—packed inside a container—can dynamically move to any appropriate compute location with a supporting Kubernetes stack. It can do this—for the purpose to optimize user experiences—whether the compute location is an IaaS instance from a public cloud, a physical server the enterprise owns, or a virtual machine in the Edge provider’s PoP. As such, applications are no longer the “passive” routing destinations of the delivery network but are instead active participants in the Edge solution. This is in direct contrast to the architecture principles upon which these CDN providers’ Edge solutions were built. That is, rooted from a time when contents (or applications) were static entities associated with the physical locations, their edge solutions presumed that the content delivery network alone functions as the “intelligent platform” to connect users to applications, whilst the applications (and users) stay as passive “endpoints” to the “intelligent platform.” This approach is no longer the best architectural way to connect users to content or applications.
It’s not just applications. Users, as well, have evolved. Not only is their digital sophistication and appetite for digital engagement light years ahead of where they were when Akamai started in 1998, but technology has forced a change in the definition of what they are. Today, a “user” might well be a machine, a script, or an automated service acting on behalf of a human. It might be a sensor collecting critical data from a manufacturing plant or a farm field. On one hand, these “users” continue to carry their human counterparts’ desires for speed, security, and privacy. On the other hand, these new “users”—intelligent IoT endpoints alike with embedded application stacks—often participate in the dynamic processing of application logic and data analytics to deliver secure and optimal user digital experiences. They have themselves become hosts to certain application functions to help optimize digital experiences. For example, with WebAssembly running on an intelligent end-user device, it has become possible for the endpoint to participate more fully in application security functions (e.g., application firewall) or application data analytics.
These two industry-level mega changes—modern container-based distributed applications and intelligent endpoints—are quickly making themselves part of advanced Edge solutions, in place of the old Content Delivery Network alone. The architecture principles of CDN or content-centric Edge 1.x solutions—rooted in solving the content delivery challenges associated with an Internet ecosystem circa 2000—are no longer suitable for solving the challenges of globally distributed applications and digital experiences of the future. The industry needs a new Edge paradigm: an Edge 2.0 paradigm.

Put in business-oriented terms, today’s enterprise IT and digital business leaders would like to see Edge application distribution and security become an integral part of their digital pipeline and production process. Doing so will allow their applications to be “built once, delivered everywhere” globally with the same seamless, secure, and optimized user experience. The CDN-centric “application services” from existing Edge providers—Akamai, Fastly, and Cloudflare—require enterprises to painfully rearchitect their applications and retrofit to the CDN-centric Edge provider’s design, locations, services, and tools. The resulting application architectures are not easily integrated into the enterprise’s DevOps and IT workflows that drive its workloads’ deployment and operation. As such, these “application services” rooted in the closed CDN-centric systems and services introduce yet another operational obstacle in the enterprise’s quest for a seamless multi-cloud solution to proper and effective application distribution.
Edge 2.0
The core application challenges that the Edge emerged to address—speed and then security—still exist today. What has changed is the definition of application (from a static instance residing in a fixed location to “movable” container units), user (from a human user to an intelligent “thing”), and location (from an IP-address to a logical identification). Business digitization, which is significantly accelerated by COVID and is sweeping through every industry sector, gives rise to a new class of digital experience that cannot be addressed merely by moving content closer to the user. It requires a new Edge paradigm—one centered around holistic application distribution and based on a different set of technology design principles—the Edge 2.0 paradigm.
Edge 2.0 is designed with modern ‘users’ and applications in mind. It combines the resources available in public clouds, customer’s on-prem private cloud or data centers, and even bare metal machines or intelligent devices in remote locations to virtually extend its elastic presence on demand. It embraces modern development and deployment methodologies to offer integrated application life-cycle management and enables DevOps with global observability. Where the security of applications is concerned, Edge 2.0 rejects the traditional perimeter-based defense approaches of the past and instead adopts a system that integrates security into the Edge platform itself and provides embedded tools to protect privacy. It separates the location for data processing and analytics from that of the application logic, while allowing all of it to be governed by enterprise policies. Edge 2.0 also recognizes when workloads need specific processing and targets workloads properly to leverage special hardware to obtain optimum efficiency. All of these are commanded by a unified control plane.
Edge 2.0 is built with the vision to solve the challenge facing tomorrow’s distributed applications with seamless global digital experiences in mind. It’s not 1998 anymore. The Internet ecosystem, cloud computing, and digital transformation have now evolved significantly beyond what one could imagine when the CDN architecture model was first conceived. By recognizing that this is not only a multi-cloud world but also a ubiquitous digital one, the Edge 2.0 paradigm seeks to solve the challenges of the future by disposing of the limiting assumptions of the past. It promises to enable true portability of applications across any environment along with the services they need to operate successfully, securely, at speed, and with seamless user experiences.
With the recent acquisition of Volterra, F5 is in the perfect position to lead the creation of this application-centric Edge 2.0 paradigm.
F5 is supporting Cybersecurity week advocacy campaign, with a free online webinar. “Journey to secured Application delivery in a Multi-Cloud environment “
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