Sound advice - blog

Tales from the homeworld

My current feeds

Tue, 2007-Feb-27

The Architectural Spectrum

I see the ideal software architecture of the world as a spectrum between the widest and most narrowly-defined. Sitting at the widest end today is the architecture of the . Sitting at the narrowest end is code being written as part of a single program. But what are steps between, and how should our view of architectural constraints change between the two extremes?

Architecture and Architecture Spectrum

Firstly, let me define for the purposes of this article. An architecture consists of components that communicate by exchanging messages in interactions. A single component can participate in multiple architectures of differing scales, so we need a way of distinguishing one architecture from another in a fundamental way. I suggest using , which states that the value of a telecommunications network is proportional to the square of the number of users in the system. In software architecture the network effect is bounded to sets of components that each understand a common set of interactions. Each interaction consists of one or more messages being sent from component to component, and each message in the interaction is understood by its recipient.

A specific software architecture is a collection of components that each understand the same set of messages. Messages that are not understood by some component are part of a different architecture. A spectrum of architectures typically involves a base architecture in which a small number of messages are understood by a large number of components, then successively narrows into sub-architectures that understand a more diverse set of messages. While some components may participate in several sub-architectures, we can conceptualise the spectrum from any particular component's point of view as a set of narrowing architectures that it participates in. Metcalfe's law does not apply when interactions are not understood between components, so whenever a new interaction is introduced a new architecture is created within the spectrum.

An Architectural Spectrum Snapshot

The largest software architecture in the world today is the HTML Web. Millions of components participate in this architecture every day, and each time a request is sent or a response returned it is understood by the component that handles the request message or response message. The Web is a beachhead for the development of architecture everywhere. The Web is actually a collection of architectures defined around specific document types. With HTTP as its foundation it defines a meta-architecture that can be realised whenever a particular document type gains enough support.

The components of the various Web architectures are operated by millions of agencies. The representatives of these agencies can be found in organisations such as the w3c and the ietf, and require a great deal of effort to move in any particular direction. Architectures operated by a smaller number of agencies may be more easily influenced. For example, participants in a particular industry or in a particular supply chain may be able to negotiate new interactions to build architectures relevant to them.

On a smaller scale again we might have a single agency in control of an architecture in an enterprise or a corporate department. These architectures are easier to influence than those that require the balancing of more diverse competing interests, however they may still be constrained. An enterprise architecture will still typically consist of separate configuration items... separate components that are not typically or perhaps can never be upgraded or redeployed as a unit. You generally can't just pull the whole system out and plug another one in without significant upfront planning and cost. The enterprise architecture consists of several configuration items that must continue to work with other architecture components post-upgrade.

That leaves the architecture of a configuration item. This is where I would stop using the word architecture and start using the word design. At every point until this one as we scale down from the Web we must normally be able to deal with old versions of components that we interact with. We must deal with today's architecture as well as yesterday's, and tomorrow's. This temporal aspect to architecture participation disappears for architecture defined within a particular configuration item. It becomes more important to ensure that a consistent whole is deployed than that a component continues to work with all architectures when it is upgraded.

Characteristics of the Spectrum

As we move down from the Web we see changes in a number of areas:

With the reduction in the number of participants, the momentum behind existing interactions declines. It is easier to add new interactions and easier to eventually eliminate old ones. Importantly, the network effects also decline. Many of the constraints of can be relaxed in these environments.

Network effects are still important, even in relatively small architectures. This means that it is still worthwhile following constraints such as the uniform interface. There is no point splitting your architecture up into point-to-point integration pairs when you could just as easily have ten or twenty components participating in an architecture and working together for the same cost. The main areas that REST constraints can be relaxed in involve scalability an evolvability, and even there you have something of a newtonian vs einsteinian issue. You may not see the effects of relativity when you are travelling at 60Kph, but they are there. Sure enough, when you really get up to speed at 1/4 the speed of light you'll know it. Every architect should be aware of the constraints and the effect of bending them.

Evolving the Spectrum of Architectures

One particularly interesting aspect of REST is how it evolves. I noted earlier that the Web is really a meta-architecture that is realised in the form of the HTML Web and other Webs. This is a characteristic of the REST style. Instead of deciding on the message format and leaving it at that, REST builds the messages up of several moving parts. The message consists of verbs (including response codes), content types, and identifier schemes. Each time you change the set of verbs, the set of content types, or the way you identify resources you are creating a new architecture. Different kinds of changes have differing effects. Changing the identifier scheme could be a disaster, depending on how radically you change it. Changing the set of methods will affect many components that are agnostic to content type changes. For example, a web proxy is not remotely interested in the content type of a message. It can cache anything. HTTP libraries are similarly agnostic to the messages they send, either in whole or in part.

REST is actively designed around the notion that while all messages need to be understood to be part of the same architecture, architectures must change and be replaced over time. New versions of particular document types can be easily introduced, so long as they are backwards-compatible. New document types can be introduced, so long as they don't require new methods. Even new methods can be introduced occasionally.

It is my view that the most appropriate way to create the smaller architectures of the world is to extend the base architecture of the Web. New methods can be added. New document types can be added. Existing document types can be extended. I think that while REST provides key technical facilities to allow architectures to evolve, there is also a human side to this evolution. Someone must try out the new content type. Someone must try out the new methods. I see these smaller architectures as proving grounds for new ideas and technology that the Web is less and less able to experiment with directly.

It is in these architectures that communities develop around the Web meta-architecture. It is in these architectures that extensions to standard document types will be explored. It is in these architectures that new document types will be forged. Community is the central ingredient to evolution. The most important thing that technology can do is avoid getting in the way of this experimentation. Once the experiments are gaining traction we need simple ways of merging their results back into the wider architecture. We need simple ways of allowing atom extensions to be experimented with and then rolled back into atom itself without introducing esoteric namespaces. In short, we need to be developing a Web where context defines how we interpret some information rather than universal namespaces. When these extensions are moved into the main context of the Web they will define architecture for everyone. Until then, they incubate in a sub-architecture.


I still don't see where fits into the world, or even for that matter. The expense of rolling out a new protocol over the scale of the Web has already been demonstrated to be nearly impossible over the short term. HTTP/1.1 and IPv6 are examples. The Web has reached a point where it takes decades to bring about substantial change, even when the change appears compelling. HTTP can't be unmade at this point, but perhaps it can be extended. So long as their use remains Web-compatible, sub-architectures can extend HTTP and its content types to suit their individual needs. They may even be able to build a second-tier Web that eventually supplants the original Web.

I don't see a place for . I see the Web as a world of mime types and namespace-free xml. I think you need to build communities around document types. I think the sub-architectures that (mis)use and extend the content types of the Web contribute to it, and that XML encourages this more than RDF does. Today we have HTML, atom, pdf, png, svg, and a raft of other useful document types. In twenty years time we will probably have another handful that are so immensely useful to the wider Web that we can't imagine how we ever lived without them. I predict that this will be the way to the semantic web: Hard-fought victories over specific document types that solve real-world problems. I predict that the majority of these document types will be based around the tree structure of XML, but define their own structure on top of it. I don't foresee any great number being built around the graph structure of XML, also defined on top of XML in present-day RDF/XML serialisations. If RDF is still around in that timeframe it will be used behind the firewall to store data acquired through standard non-RDF document types in a way that replaces present day RDBMS and SQL.