Expect to hear increasing buzz around graph neural network use cases among hyperscalers in the coming year. …
The Graph Neural Network Behind Your ETA was written by Nicole Hemsoth at The Next Platform.
Many of the largest retailers and social networks are seeing a narrowing path for scaling of AI training capabilities. …
Amazon AI Weighs Optimization Options for GNNs was written by Nicole Hemsoth at The Next Platform.
Artificial intelligence is taking center stage in the IT industry, fueled by the massive growth in the data being generated and the increasing need in HPC and mainstream enterprises for capabilities ranging from analytics and automation. …
DOE AI Expert Says New HPC Architecture Is Needed was written by Jeffrey Burt at The Next Platform.
It is not news that China wants a rich, native, diverse semiconductor ecosystem to feed its largest consumers of compute. …
The AI Training Chip Tencent Has an Eye On was written by Nicole Hemsoth at The Next Platform.
When money is really no object and the budget negotiations involve taking a small slice of your personal net worth of $7.5 billion out of one pocket and putting it into another, and you have the technical chops to understand the complexities of molecular dynamics and have a personal mission to cure disease, then you can build any damned supercomputer you want. …
The Huge Payoff Of Extreme Co-Design In Molecular Dynamics was written by Timothy Prickett Morgan at The Next Platform.
Facebook has to keep digging into ever-lower levels of its architecture to efficiently make use of endlessly growing training data. …
ML Training Growing Pains at Facebook was written by Nicole Hemsoth at The Next Platform.
If not for delays, the long-awaited Aurora supercomputer at Argonne National Lab would likely just be coming online. …
Argonne Deploying GPU-Dense Testbed Supercomputer was written by Nicole Hemsoth at The Next Platform.
It is pretty obvious to everyone who watches the IT market that Intel needs an architectural win that leads to a product win in datacenter compute. …
Intel’s “Ponte Vecchio” GPU Better Not Be A Bridge Too Far was written by Timothy Prickett Morgan at The Next Platform.
What is that famous maxim in computer science about something that doubles on a regular cadence? …
Cerebras Shifts Architecture to Meet Massive AI/ML Models was written by Nicole Hemsoth at The Next Platform.
Everyone knows that machine learning inference is going to be a big deal for commercial applications in the years ahead, but no one is precisely sure how much inference is going to be needed. …
IBM Bets Big On Native Inference With Big Iron was written by Timothy Prickett Morgan at The Next Platform.
While it might not happen anytime soon, traditional supercomputing could be in for a sea change with wider acceptance of lower-precision calculations. …
More Proof Points for Low Precision HPC was written by Nicole Hemsoth at The Next Platform.
When the top brass at Intel say that the “Sapphire Rapids” Xeon SP CPUs and “Ponte Vecchio” Xe HPC GPUs that are coming out early next year represent the “largest architectural shift in over a decade,” they ain’t kidding. …
Intel Finally Gets Chiplet Religion With Server Chips was written by Timothy Prickett Morgan at The Next Platform.
All processor designs are the result of a delicate balancing act, perhaps most touchy in the case of a high performance CPU that needs to be all things to users, whether they’re running large HPC simulations, handling transaction processing, dispatching training runs or whipping out inference results. …
With AMX, Intel Adds AI/ML Sparkle to Sapphire Rapids was written by Nicole Hemsoth at The Next Platform.
Graph processing at hyperscale has historically been a challenge because of the sheer complexity of algorithms and graph workflows. …
How Alibaba Architects Around Massive Graph Complexity was written by Nicole Hemsoth at The Next Platform.
It is hard to imagine how anyone could run Nvidia better than it is being run right now. …
Maybe Nvidia Should Buy VMware Instead Of Intel? was written by Timothy Prickett Morgan at The Next Platform.
For much the three decades that Rambus has existed, it has largely focused on its patent portfolio and licensing its designs of memory interface technologies for a broad array of computer products. …
Rambus Gets On The CXL Gravy Train was written by Jeffrey Burt at The Next Platform.
So far, waferscale systems maker, Cerebras, has had its early success among the HPC centers looking for opportunities in AI and with drug makers, including GSK and AstraZeneca. …
Drug Discovery a Sweet Spot for Cerebras CS-2 was written by Nicole Hemsoth at The Next Platform.
The term “mainstream” in the context of the largest systems on the planet still only means a select few. …
Mainstream Waferscale Closer Than It May Appear was written by Nicole Hemsoth at The Next Platform.
The Pawsey Supercomputing Centre in Australia, which handles a large portion of Square Kilometer Array (SKA) workloads in addition to other scientific computing initiatives, is preparing to take on more capability than they’ve ever seen. …
Pawsey Makes HPC Storage Connections for Setonix was written by Nicole Hemsoth at The Next Platform.
Europe is known for taking its own routes in almost every segment and supercomputing is no different. …
Europe’s Evolving View of “Continental Exascale” was written by Nicole Hemsoth at The Next Platform.