Distributed Computing
topic on 2 shows · 6 statements across 4 episodes
6 statements about Distributed Computing, every show
Huang: Asynchronous distributed computing and federated learning will be invented for AI
“My sense is that distributed training will have to work. And my sense is that, that distributed computing will be invented. And some form of federated learning and distributed, you know asynchronous distributed computing is going to be discovered.”
Schuler: Distributed computing enabled practical deep learning applications
“So the industrial project, even in capital markets, a lot of stuff we've done, you could have done 20, 25 years ago, deep learning, right? It was really distributed computing that made the big difference in that.”
Levine: Computing and analytics will shift from the cloud to edge devices
“And I think the Internet of Things and drones and however you want to define these, this sort of range of computers that exist not so much in our pocket but out there in the world, I believe that there's going to be computing that will be fundamental to how we…”
Dixon: Distributed computing will dominate software engineering for decades
“Over the next few decades, distributed computing will be a particularly important topic because we're now with things like AWS awash in Computing resources you know, compute is becoming, approaching zero, storage, networking, but most of this is on, you know, …”
Pandey: Domain-specific frameworks, not universal languages, will solve distributed computing
“And I think what we're going to see is verticals moving in, in certain directions that can do different things. It's hard to imagine the magic language that solves all of these problems. And so picking things that can sort of attack certain key domains actuall…”
Narula: Distributed computing's next phase will target hard-to-split problems
“I think the next few years are going to be about attacking problems which are naturally harder to split, harder to scale. And how we go about that, I mean, a whole other layer of reliability is going to be required as well for computations that are more challe…”