Monday 17 May 2010

Those were the days, my friend...but they're OVER.

No, I'm not talking about Facebook and the idea that people should have some control over how their own information makes money for people they never imagined. That's another post. This is a shout out to the software folk out there, and the wannabe software folk, who wonder why nobody outside their own self-selecting circles seems to get excited about software anymore.

Back in the early days of personal computers, from 1977 to roughly 2000, hardware capabilities imposed a real upper limit on software performance and capabilities. More and more people bought more and more new computers so they could do more and more stuff that simply wasn't practical on the earlier models. Likewise, whenever any software package managed something revolutionary, or did something in a new way that goosed performance beyond what any competitor could deliver, that got attention...until the next generation of hardware meant that even middle-of-the-road software was "better" (by whatever measure) than the best of what could happen before.

After about 2000, the speed curve that the CPUs had been climbing flattened out quite a lot. CPU vendors like Intel and AMD changed the competition to more efficient designs and multi-core processors. Operating systems – Linux, Mac OS X and even Microsoft Windows – found ways to at least begin to take advantage of the new architectures by farming tasks out to different cores. Development tools went through changes as well; new or "rediscovered" languages like Python and Forth that could handle multiprocessing (usually by multithreading) or parallel processing became popular, and "legacy" languages like C++ and even COBOL now have multithreading libraries and/or extensions.

With a new (or at least revamped) set of tools in the toolbox, we software developers were ready to go forth and deliver great new multi-everything applications. Except, as we found out, there was one stubborn problem.

Most people (and firms) involved in software application development don't have the foggiest idea how to do multithreading efficiently, and even fewer can really wrap their heads around parallel processing. So, to draw an analogy, we have these nice, shiny new Porsche 997 GT3s being driven all over, but very few people know how to get the vehicle out of first gear.

I started thinking about this earlier this evening, as I read an article on Lloyd Chambers' Mac Performance Guide for Digital Photographers & Performance Addicts (pointed to in turn by Jason O'Grady and David Morgenstern's Speedtest article on ZDNet's Apple blog. One bit in Chambers' article particularly caught my eye:

With Photoshop CS4/CS5, there is also increased overhead with 8 cores due to CS5 implementation weakness; it’s just not very smart about knowing how many threads are useful, so it wastes time and memory allocating too many threads for tasks that won’t even benefit from them.

In case you've been stuck in Microsoft Office for Windows for the last 15 years, I'll translate for you: The crown-jewels application for Adobe, one of the oldest and largest non-mainframe software companies in history, has an architecture on its largest-selling target hardware platform that is either too primitive or defective to make efficient use of that platform. This is on a newly released version of a very mature product, that probably sells a similar proportion of Macs to the proportion of Windows PCs justified by Microsoft Office (which is even better on the Mac, by the way). Adobe are also infamous among Mac users and developers for dragging their feet horribly in supporting current technologies; CS5 is the first version of Adobe Creative Suite that even begins to support OS X natively – an OS which has been around since 2001.

I've known some of the guys developing for Adobe, and they're not stupid...even if they believe that their management could give enough material to take it "all the way to CS50." But I don't recall even Dilbert's Pointy Haired Boss never actually told his team to code stupid, even if he did resort to bribery (PHB announces he'll pay $10 for every bug fix. Wally says, "Hooray! I'm gonna code me a minivan!"...i.e., several thousand [fixed] bugs).

No, Adobe folk aren't stupid, per se; they're just held back by the same forces that hold back too many in our craft...chiefly inertia and consistently being pushed to cut corners. Even (especially?) if you fire the existing team and ship the work off halfway around the world to a bunch of cheaper guys, that's a non-solution to only part of the problem. Consider, as a counterexample, medicine; in particular, open-heart surgery. Let's say that Dr. X develops a refinement to standard technique that dramatically improves success rates and survival lifetimes for heart patients he operates on. He, or a colleague under his direct instruction, will write up a paper or six that get published in professional journals – that nearly everybody connected with his profession reads. More research gets done that confirms the efficacy of his technique, and within a fairly short period of time, that knowledge becomes widespread among heart surgeons. Not (only) because the new kids coming up learned it in school, but because the experienced professionals got trained up as part of their continuing education, required to keep their certification and so on.

What does software development have in common with that – or in fact, with any profession? To qualify as a profession, on the level of the law, accounting, medicine, the military, or so on, a profession is generally seen as

  • Individuals who maintain high standards of ethics and practice;

  • who collectively act as gatekeepers by disciplining or disqualifying individuals who fail to maintain those standards;

  • who have been found through impartial examination to hold sufficient mastery of a defined body of knowledge common to all qualified practitioners, including recent advances;

  • that mastery being retained and renewed by regular continuing education of at least a minimum duration and scope throughout each segment of their careers;

  • the cost of that continuing education being knowingly directly or indirectly subsidised by the professional's clients and/or employer;

  • such that these professionals are recognised by the public at large as being exclusively capable of performing their duties with an assuredly high level of competence, diligence and care;

  • and, in exchange for that exclusivity, give solemn, binding assurances that their professional activities will not in any way contravene the public good.

Whether every doctor (or accountant, or military officer, or lawyer) actually functions at that level at all times is less of a point than that that is what is expected and required; what defines them as being "a breed apart" from the casual hobbyist. For instance, in the US and most First World countries, an electrician or gas-fitter is required to be properly educated and licensed. This didn't happen just because some "activists" decided it was a good idea; it was a direct response to events like the New London School explosion. By contrast, in many other countries (such as Singapore, where I live now), there is no such requirement; it seems that anybody can go buy himself the equipment, buy a business license (so that the government is reassured they'll get their taxes), and he can start plastering stickers all over town with his name, cell phone number and "Electrical Repair" or whatever, and wait for customers to call.

Bringing this back to software, my point is this: there is currently no method to ensure that new knowledge is reliably disseminated among practitioners of what is now the craft of software development. And while true professionals have the legal right to refuse to do something in an unsafe or unethical manner (a civil engineer, for example, cannot sign off on a design that he has reason to believe would endanger public users/bystanders, and without properly-executed declarations by such an engineer, the project may not legally be built). Software developers have no such right. Even as software has a greater role in people's life from one day to the next, the process by which that software is designed, developed and maintained is just as ad hoc as the guy walking around Tampines stuffing advertisements for his brother's aircon-repair service under every door. (We get an amazing amount of such litter here.)

Adobe may eventually get Creative Suite fixed. Perhaps CS10 or even CS7 will deliver twice the performance on an 8-core processor than on a 4-core one. But they won't do it unless they can cost-justify the improvement, and the costs are going to be much higher than they might be in a world where efficient, modern software-development techniques were a professionally-enforced norm.

That world is not the one we live in, at least not today. My recurring fear is that it will take at least one New London fire with loss of life, or a software-induced BP Deep Horizon-class environmental catastrophe, for that to start to happen. And, as always, the first (several) iterations won't get it right – they'll be driven by politics and public opinion, two sources of unshakable opinion which have been proven time and again to be hostile to professional realities.

We need a better way. Now, if not sooner.

No comments: