Thursday, May 2, 2013

Our fickleness on the important aspects of programs

Over time, we have changed our desire in program attributes. If we divide the IT age into four eras, we can see this change. Let's consider the four eras to be mainframe, PC, web, and mobile/cloud. These four eras used different technology and different languages, and praised different accomplishments.

In the mainframe era, we focussed on raw efficiency. We measured CPU usage, memory usage, and disk usage. We strove to have enough CPU, memory, and disk, with some to spare but not too much. Hardware was expensive, and too much spare capacity meant that you were paying for more than you needed.

In the PC era we focussed not on efficiency but on user-friendliness. We built applications with help screens and menus. We didn't care too much about efficiency -- many people left PCs powered on overnight, with no "jobs" running.

With web applications, we focussed on globalization, with efficiency as a sub-goal. The big effort was in the delivery of an application to a large quantity of users. This meant translation into multiple languages, the "internationalization" of an application, support for multiple browsers, and support for multiple time zones. But we didn't want to overload our servers, either, so early Perl CGI applications were quickly converted to C or other languages for performance.

With applications for mobile/cloud, we desire two aspects: For mobile apps (that is, the 'UI' portion), we want something easier than "user-friendly". The operation of an app must not merely be simple, it must be obvious. For cloud apps (that is, the server portion), we want scalability. An app must not be monolithic, but assembled from collaborative components.

The objectives for systems vary from era to era. Performance was a highly measured aspect in the mainframe era, and almost ignored in the PC era.

The shift from one era to another may be difficult for practitioners. Programmers in one era may be trained to "optimize" their code for the dominant aspect. (In the mainframe era, they would optimize for performance.) A succeeding era would demand other aspects in their systems, and programmers may not be aware of the change. Thus, a highly-praised mainframe programmer with excellent skills at algorithm design, when transferred to a PC project may find that his skills are not desired or recognized. His code may receive a poor review, since the expectation for PC systems is "user friendly" and his skills from mainframe programming do not provide that aspect.

Similarly, a skilled PC programmer may have difficulties when moving to web or mobile/cloud systems. The expectations for user interface, architecture, and efficiency are quite different.

Practitioners who start with a later era (for example, the 'young turks' starting with mobile/cloud) may find it difficult to comprehend the reasoning of programmers from an earlier era. Why do mainframe programmers care about the order of mathematical operations? Why do PC programmers care so much about in-memory data structures, to the point of writing their own?

The answers are that, at the time, these were important aspects of programs. They were pounded into the programmers of earlier eras, to a degree that those programmers design their code without thinking about these optimizations.

Experienced programmers must look at the new system designs and the context of those designs. Mobile/cloud needs scalability, and therefore needs collaborative components. The monolithic designs that optimized memory usage are unsuitable to the new environment. Experienced programmers must recognize their learned biases and discard those that are not useful in the new era. (Perhaps we can consider this a problem of cache invalidation.)

Younger programmers would benefit from a deeper understanding of the earlier eras. Art students learn study the conditions (and politics) of the old masters. Architects study the buildings of the Greeks, Romans, and medieval kingdoms. Programmers familiar with the latest era, and only the latest era, will have a difficult time communicating with programmers of earlier eras.

Each era has objectives and constraints. Learn about those objectives and constraints, and you will find a deeper appreciation of programs and a greater ability to communicate with other programmers.

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