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Simultaneous and Heterogeneous Multithreading (SHMT) may be the solution that can harness the power of a device's CPU, GPU, and AI accelerator all at once, according to a research paper from the University of California, Riverside. Multi all the things!
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Read the article and it glosses over a fundamental assumption. Like all multithreading systems, you'll only benefit if your problem lends itself to this specific solution.
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See also Amdahl's law
Freedom is the freedom to say that two plus two make four. If that is granted, all else follows.
-- 6079 Smith W.
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I'm not getting it.
That is: I am not getting what is new about this. This is what we have done since spooling ('Synchronous Peripheral Output On Line) and double buffering was invented in the 1960s. (Or was it as far back as the late 1950s?) We have let DMA devices and screen cards offload the main CPU for decades. Mainframes have had all sorts of 'backend' processors, running tasks in parallel with a bunch of other backends, intelligent I/O devices and whatnots.
Even my first PC was not so primitive that it ran like the leftmost alternative in the illustration in the article; it did disk I/O and screen handling independent of the CPU. Long before that, I worked on mainframes with frontends (they were referred to as 'channel units') where 1536 users could simultaneously edit their source code without disturbing the CPU; the compiler ran on the CPU, though. It was said that each of the three channel units were more complex than the CPU.
It sounds more like these guys are working on automating the balancing of loads on the available units, a task we to some degree are doing by hand crafting, even today. It is far from the first attempt at automating it; one of the better known ones is Wikipedia: Linda[^]. The Linda model is not based on a central scheduler, but distributed among all processing units, picking tasks from a list called 'tuple space' which is like a database relation: The tuple attributes indicates processor requirements, so each processor selects an entry using a predicate expressing its own capabilities.
Maybe this new project makes some significant and genuinely new contributions, but I fail to see it from the article. If it is just a new, centralized scheduler for fine-grained tasks to the unit capable of running them, I am not impressed.
Religious freedom is the freedom to say that two plus two make five.
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Everything Microsoft partners and IT pros need to know about major Microsoft product milestones this year, including the next major Windows release, Microsoft Copilot, Windows Server 2025, Teams and more. "Programs, programs. Getcher programs."
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Microsoft's Windows Photos app now has its own generative erase tool that enables users to replace unwanted objects with AI-generated content. Get rid of that ex in your old photos
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Students at the University of Waterloo in Canada were disturbed when they accidentally discovered that the vending machines on campus had a hidden feature that they felt invaded their privacy, reports CTV News — an eerie tale on how surveillance tech has crept its way into all kinds of "smart" appliances. You must have a face if you want the candy
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Kudos to the writer who finally managed to use the sub-heading "Vend Diagram".
"These people looked deep within my soul and assigned me a number based on the order in which I joined."
- Homer
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Data is consistent with bosses using RTO to reassert control and scapegoat workers. Who wouldn't want a long commute for bad coffee and coworkers?
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RTO is also really liked by corporate CFOs who are trying to justify their expensive office leases.
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Kent Sharkey wrote: a long commute for bad coffee and coworkers
I use the commute to think about various personal projects, so the time isn't really wasted, and the coffee at work is the same as the coffee I have at home. The one thing I can't understand is why anyone would want to ork a cow?
Freedom is the freedom to say that two plus two make four. If that is granted, all else follows.
-- 6079 Smith W.
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You may be here because you heard Google is “sunsetting Gmail” this year, as a fast-spreading hoax online has it. As long as they get to kill some product, their managers will be happy
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In 2018, Microsoft offered to sell Apple its Bing search engine or start a Bing joint venture, Google said in a newly unsealed filing. Silly Microsoft, Bing is a cherry, not an apple
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Quote: “Microsoft search quality, their investment in search, everything was not significant at all,” said Eddy Cue, Apple’s senior vice president of services, according to the filing. “And so everything was lower. So the search quality itself wasn’t as good. They weren’t investing at any level comparable to Google or to what Microsoft could invest in...” Google: Challenge accepted!
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It turns out Intuitive Machines’ Odysseus spacecraft didn’t land upright after all. The photos might just be in portrait mode
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At least it didn't land upside down like the Japanese lander did a couple of months ago.
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As a part of a community that thrives on innovation and growth, WinForms developers are often pushing boundaries to create new possibilities. Mo' bits, mo' problems
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According to a newly released report from Indeed, half of the top 10 highest-paying tech skills on the U.S. list are AI-specific "You get a good job with more pay and you're okay"
I haven't used that one since January, it's fresh again, right?
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"I want to manufacture every AI chip in the industry," says Intel CEO Pat Gelsinger. All-dressed, or Sour Cream and Onion?
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Kent Sharkey wrote: All-dressed, All in
M.D.V.
If something has a solution... Why do we have to worry about?. If it has no solution... For what reason do we have to worry about?
Help me to understand what I'm saying, and I'll explain it better to you
Rating helpful answers is nice, but saying thanks can be even nicer.
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The return of AI Capone.
Religious freedom is the freedom to say that two plus two make five.
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So now the chips will Blue Screen. I guess that's appropriate given the Intel Blue Man Group advertisements.
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The U.S. Federal Trade Commission (FTC) will order Avast to pay $16.5 million and ban the company from selling the users' web browsing data or licensing it for advertising purposes. Isn't this to be expected from a company named after pirate quotes?
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And when are they going to fine all others?
M.D.V.
If something has a solution... Why do we have to worry about?. If it has no solution... For what reason do we have to worry about?
Help me to understand what I'm saying, and I'll explain it better to you
Rating helpful answers is nice, but saying thanks can be even nicer.
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ERS-2 made an uncontrolled reentry on Wednesday and landed in the North Pacific Ocean between Alaska and Hawaii. Tie fighters never worked out well
Insert roar noise for full effect
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