Paid Post There’s no doubt that the repurposing of GPU silicon has accelerated the development of artificial intelligence technology over the last decade. …
If You Want To Maximize Enterprise AI, Don’t Just Focus On GPUs was written by David Gordon at The Next Platform.
Creating a platform is a massive technical challenge. We have seen many technically elegant ones in recent years – Cloud Foundry, Engine Yard, the original OpenShift, Photon Platform, Mesos, OpenStack come immediately to mind – that didn’t quite make it, and importantly did not rise to the economic challenge of making enough money to sustain the continued development and support of that platform to have to reach tens of thousands, to hundreds of thousands, to millions of customers. …
Burning Cash Like Rocket Fuel To Get Hashi Stack To The Next Stage was written by Timothy Prickett Morgan at The Next Platform.
The Slurm Workload Manager that has its origins at Lawrence Livermore National Laboratory as the Simple Linux Utility for Resource Management – and which is used on about two-thirds of the most powerful HPC systems in the world – is looking for new jobs to take on across hybrid cloud infrastructure and machine learning systems running at scale. …
Slurm HPC Job Scheduler Applies For Work In AI And Hybrid Cloud was written by Daniel Robinson at The Next Platform.
When any new abstraction layer comes to compute, it can only think in integers at first, and then it learns to do fractions and finally, if we are lucky – and we are not always lucky – that abstraction layer learns to do multiplication and scale out across multiple nodes as well as scaling in – slicing itself into pieces – within a single node. …
Teaching Kubernetes To Do Fractions And Multiplication On GPUs was written by Timothy Prickett Morgan at The Next Platform.
Whenever demand exceeds supply, inflation is inevitable. And it is not at all surprising to find that in certain sectors of the networking space, the cost of bandwidth is flattening out instead of decreasing and in some cases is on the rise. …
Ethernet Switching Keeps Rising Despite Supply Chain Woes was written by Timothy Prickett Morgan at The Next Platform.
Over the past decade, much of the focus with machine learning has been on CPUs and accelerators, primarily GPUs but also custom ASICs, with advances in the chip architecture aimed at boosting parallel math performance. …
Architecting Memory Pools For HPC And AI Applications Using CXL was written by Jeffrey Burt at The Next Platform.
If you need any proof that it doesn’t take the most advanced chip manufacturing processes to create an exascale-class supercomputer, you need look no further than the Sunway “OceanLight” system housed at the National Supercomputing Center in Wuxi, China. …
How China Made An Exascale Supercomputer Out Of Old 14 Nanometer Tech was written by Timothy Prickett Morgan at The Next Platform.
There are people who build big machines and then there are people who create the algorithms, libraries, and applications that harness them. …
Looking For A Singularity Event For Scientific Computing was written by Jeffrey Burt at The Next Platform.
There is a lot of chatter this week about optical communications with the OFC2022 conference being held in San Diego. …
Talking Silicon Photonics Signal And Noise With Andy Bechtolsheim was written by Timothy Prickett Morgan at The Next Platform.
Some of the most important luminaries in the HPC sector have spoken from on high, and their conclusions about the future of the HPC market are probably going to shock a lot of people. …
Will HPC Be Eaten By Hyperscalers And Clouds? was written by Timothy Prickett Morgan at The Next Platform.
When it comes to memory for compute engines, FPGAs – or rather what we have started calling hybrid FPGAs because they have all kinds of hard coded logic as well as the FPGA programmable logic on a single package – have the broadest selection of memory types of any kind of device out there. …
A Cornucopia Of Memory And Bandwidth In The Agilex-M FPGA was written by Timothy Prickett Morgan at The Next Platform.
Paid Feature Great hardware is the foundation of any compute platform. …
With ROCm Software And Instinct MI200 GPUs, AMD Has Ecosystem Critical Mass was written by Timothy Prickett Morgan at The Next Platform.
In case it is not immediately obvious, over the past decade Nvidia has been transforming itself from a component supplier into a complete platform provider. …
With Excelero Storage, Nvidia Owns A Nearly Complete HPC/AI Stack was written by Timothy Prickett Morgan at The Next Platform.
Voltron Data officially launched last month with a mission to make Apache Arrow easier to use for big data analytics projects, and in particular to focus on improving interoperability with other systems. …
Breaking Data Silos Open With An Apache Arrow Platform was written by Daniel Robinson at The Next Platform.
It is a tough environment for a lot of enterprises right now, and has been since the advent of the coronavirus pandemic more than two years ago. …
With Systems, HPE Walks The Line Between Demand And Supply was written by Timothy Prickett Morgan at The Next Platform.
Since modern machine learning came onto the scene, the push has been on to make workloads leveraging the technologies as efficient as possible. …
More Efficient AI Training With A Systolic Neural CPU was written by Jeffrey Burt at The Next Platform.
The 3D stacking of chips has been the subject of much speculation and innovation in the past decade, and we will be the first to admit that we have been mostly thinking about this as a way to cram more capacity into a given compute engine while at the same time getting components closer together along the Z axis and not just working in 2D anymore down on the X and Y axes. …
GraphCore Goes 3D With AI Chips, Architects 10 Exaflops Ultra-Intelligent Machine was written by Timothy Prickett Morgan at The Next Platform.
Paid Feature We expect software development teams to move fast and at scale these days. …
Driving Towards An Automated Network Future? Make Sure You’ve Packed Your Business Case was written by David Gordon at The Next Platform.
Object storage has been drawing an increasing level of interest from organizations over the past several years as a convenient way to store and manage the growing quantities of data they are accumulating, especially when that may be a mix of structured and unstructured data and a lot of machine-generated telemetry. …
Australia’s NCI Adds Ceph Object Storage To Lustre File Systems was written by Daniel Robinson at The Next Platform.
Historically, the largest organizations in the world – the Global 2000 plus the biggest national government and academic research institutions – have always had the most complex data processing needs. …
Cerebras Shows Off Scale Up AI Performance For Big Pharma And Big Oil was written by Timothy Prickett Morgan at The Next Platform.