Return of the Free Lunch (sort of)
- Details
- Written by Douglas Eadline
- Hits: 4847

From the do-you-want-fries-with-that department
As processor frequencies continue to level off and mainstream processors keep sprouting cores, the end of the "frequency free lunch" has finally arrived. That is, in the good old days each new generation of processor would bring with it a faster system clock that would result in a "free" performance bump for many software applications -- no reprogramming needed. Can we ever get back to the good old days?
The Ignorance is Bliss Approach To Parallel Computing
- Details
- Written by Douglas Eadline
- Hits: 4005
from the random thoughts department
[Note: The following updated article was originally published in Linux Magazine in June 2006 and offers some further thoughts on the concept of dynamic execution.]
In a previous article, I talked about programming large numbers of cluster nodes. By large, I mean somewhere around 10,000. To recap quickly, I pointed out that dependence on large numbers of things increase the chance that one of them will fail. I then proposed that it would be cheaper to develop software that can live with failure than try to engineer hardware redundancy. Finally, I concluded that adapting to failure requires dynamic software. As opposed to statically scheduled programs, dynamic software adapts at run-time. The ultimate goal is to make cluster programming easier: focus more on the problem and less on the minutiae of message passing. (Not that there is anything wrong with message passing or MPI. At some level messages (memory) needs to be transferred between cluster nodes.)
You (Still) Can't Always Get What You Want
- Details
- Written by Douglas Eadline
- Hits: 3698
You can't always get what you want. But that doesn't stop me from asking. Besides, Buddha's got my back. Here's my HPC wish list.
[Note: A recent article by Al Geist, How To Kill A Supercomputer: Dirty Power, Cosmic Rays, and Bad Solder reminds us that statistics at scale represents a big challenge for HPC. The following updated article was originally published in Linux Magazine in May 2006 and offers some further thoughts on this important issue. ]
Twenty five years ago I wrote a short article in a now defunct parallel computing magazine (Parallelogram) entitled "How Will You Program 1000 Processors?" Back then, it was a good question that had no easy answer. Today, it's still a good question with no easy answer, except now it seems a bit more urgent as we step into the "multi-core" era. Indeed, when I originally wrote the article, using 1,000 processors was a far off, but real possibility. Today, 1,000 processors are a reality for many practitioners of high-performance computing (HPC). And as dual-cores (and now 18-core processors) hit the server room, effectively doubling processor counts, many more people will be joining the 1,000P club very soon.
So let's get adventurous and ask, "How will you program 10,000 processors?" As I realized twenty five years ago, such a question may never really have a complete answer. In the history of computers, no one has ever answered such a question to my liking — even when considering ten processors. Of course, there are plenty of methods and ideas like threads, messages, barrier synchronization, and so on, but when I have to think more about the computer than about my problem, something is wrong.
Search
Login And Newsletter
Feedburner
Who's Online
We have 48 guests and no members online
Latest Stories/News
Popular
HPCWire
-
NCSA’s Quantum Computing Initiative Head, Nuñez-Corrales, Bridges Classical and Quantum Worlds
NCSA’s Quantum Computing Initiative Head, Nuñez-Corrales, Bridges Classical and Quantum Worlds
Oct. 4, 2023 — In the late 1990s, Costa Rica was establishing itself as a hub for technology innovation. Intel had just opened up operations there and free courses offered […] The post NCSA’s Quantum Computing Initiative Head, Nuñez-Corrales, Bridges[…]
Source: HPCwire
Created on: Oct 4, 2023 | 18:17 pm
HPCwire | Oct 4, 2023 | 18:17 pm -
Adtran and Orange Demo 400G Transmission of QKD-Secured Data Across 184km End-to-End System
Adtran and Orange Demo 400G Transmission of QKD-Secured Data Across 184km End-to-End System
PARIS, Oct. 4, 2023 — Adtran has announced its collaboration with Orange on a lab trial of quantum key distribution (QKD) technology, marking a key step towards safeguarding real-world networks […] The post Adtran and Orange Demo 400G Transmission of[…]
Source: HPCwire
Created on: Oct 4, 2023 | 16:51 pm
HPCwire | Oct 4, 2023 | 16:51 pm -
Tachyum’s Prodigy Chip Chosen for Upcoming Large-Scale System Project
Tachyum’s Prodigy Chip Chosen for Upcoming Large-Scale System Project
LAS VEGAS, October 4, 2023 – Tachyum announced that it has accepted a major purchase order from a US company to build a large-scale system, based on its 5nm Prodigy […] The post Tachyum’s Prodigy Chip Chosen for Upcoming Large-Scale[…]
Source: HPCwire
Created on: Oct 4, 2023 | 13:48 pm
HPCwire | Oct 4, 2023 | 13:48 pm
InsideHPC
-
Hyperion: HPC Community’s Interest in LLMs Has ‘Exploded,’ with Complexity, Cost Concerns
Oct 4, 2023 | 16:52 pm
-
Dell Teams with NVIDIA on GenAI
Oct 4, 2023 | 13:00 pm
-
New Open Source Event: AI.dev, Dec 12-13 in San Jose, Co-located with Cassandra Summit
Oct 3, 2023 | 19:55 pm