Is Parallelism the New New Thing?
astwon sends us to a blog post by parallel computing pioneer Bill McColl speculating that, with the cooling of Web 2.0, parallelism may be a hot new area for entrepreneurs and investors. (Take with requisite salt grains as he is the founder of a Silicon Valley company in this area.) McColl suggests a few other upcoming "new things," such as Saas as an appliance and massive memory systems. Worth a read.
When I was in graduate school in the mid '90's I thought Parallelism would be the next big thing. Needless to say I was a bit early on that prediction. Finally maybe those graduate classes and grant work will pay off. :-)
Think Deeply.
This seems far, far too low. Admittedly I work in a place that does "parallel programming," but it still seems awfully low.
This post climbed Mt. Washington.
the guy has a "startup in stealth mode" called parallel computing. Of course he wants to generate buzz.
Decade after decade, people keep trying to sell silver bullets for parallel computing: the perfect language, the perfect network, the perfect os, etc. Nothing ever wins big. Instead, there is a diversity of solutions for a diversity of problems, and progress is slow but steady.
For having been in the computer industry for too long, I reckon the "next hot thing" usually means the "latest fad" that many of the entrepreneurs involved in hope will turn into the "next get-rich-quick scheme".
Because really, anybody believes Web-Two-Oh was anything but the regular web's natural evolution with a fancy name tacked on?
"A door is what a dog is perpetually on the wrong side of" - Ogden Nash
Oh yes, here it is.
And the conclusion?
It's been around for years numbnuts, in commercial and server applications, middle tiers, databases and a million and one other things worked on by serious software developers (i.e. not web programming dweebs).
Parallelism has been around for ages and has been used commercially for a couple of decades. Get over it.
So all-of-a-sudden people have discovered parallelism? Gee, one of the really interesting things about Ada in the late 80s was its use on multiprocessor systems such as those produced by Sequent and Encore. There was a lot of work on the language itself (that went into Ada95) and on compiler technologies to support 'safe parallelism'. "Safe" here means 'correct implementation' against the language standard, considering things like cache consistency as parts of programs get implemented in different CPUs, each with its own cache.
Here are a couple of lessons learned from that Ada experience:
1. Sometimes you want synchronization, and sometimes you want avoidance. Ada83 Tasking/Rendezvous provided synchronization, but was hard to use for avoidance. Ada95 added protected objects to handle avoidance.
2. In Ada83, aliasing by default was forbidden, which made it a lot easier for the compiler to reason about things like cache consistency. Ada95 added more pragmas, etc, to provide additional control on aliasing and atomic operations.
3. A lot of the early experience with concurrency and parallelism in Ada learned (usually the hard way) that there's a 'sweet spot' in the number of concurrent actions. Too many, and the machine bogs down in scheduling and synchronization. Too few, and you don't keep all of the processors busy. One of the interesting things that Karl Nyberg worked on in his Sun T1000 contest review was the tuning necessary to keep as many cores as possible running. (http://www.grebyn.com/t1000/ ) (Disclosure: I don't work for Grebyn, but I do have an account on grebyn.com as a legacy of the old days when they were in the ISP business in the '80s, and Karl is an old friend of very long standing....)
All this reminds me of a story from Tracy Kidder's Soul of a New Machine http://en.wikipedia.org/wiki/The_Soul_of_a_New_Machine. There was an article in the trade press pointing to an IBM minicomputer, with the title "IBM legitimizes minicomputers". Data General proposed (or ran, I forget which) an ad that built on that article, saying "The bastards say, 'welcome' ".
dave
Sorry guys, web 2.0 was never cool and never will be.
mcgrew's razor: Never attribute to stupidity that which can be explained by greedy self-interest