Artificial Intelligence

AI Research News

Discover the latest AI research & find out how AI, Machine Learning and advanced algorithms impact our lives, our jobs and the economy, all thanks to expert articles that include discussion on the potential, limits and consequences of AI.


Unix, Blitter, Computer, Graphics processing unit, Central processing unit, Linux kernel

@NVIDIADC shared
On Mar 30, 2022
Check out the performance of NVIDIA DGX A100 systems at various GPU counts and I/O sizes with @nvidia GPU Direct Storage and @NetApp EF600 storage systems. https://t.co/dilCDKc5QY
Open

BeeGFS now supports NVIDIA Magnum IO GPU Direct Storage. So, what’s the big deal?

How did we get here? Where does BeeGFS need to go to support its users for years to come? What changes are needed to enable the next generation of AI and HPC workloads, not just today, but for the next decade and beyond? ...

@NVIDIADC shared
On Mar 30, 2022
Check out the performance of NVIDIA DGX A100 systems at various GPU counts and I/O sizes with @nvidia GPU Direct Storage and @NetApp EF600 storage systems. https://t.co/dilCDKc5QY
Open
BeeGFS now supports NVIDIA Magnum IO GPU Direct Storage. So, what’s the big deal?

BeeGFS now supports NVIDIA Magnum IO GPU Direct Storage. So, what’s the big deal?

How did we get here? Where does BeeGFS need to go to support its users for years to come? What changes are needed to enable the next generation of AI and HPC workloads, not just today, but ...

Accelerating IO in the Modern Data Center: Magnum IO Storage Partnerships

Accelerating IO in the Modern Data Center: Magnum IO Storage Partnerships

NVIDIA Magnum IO GPUDirect Storage streamlines data movement between storage and GPU memory, and removes performance bottlenecks in the platform.

GPUDirect Storage: A Direct Path Between Storage and GPU Memory

GPUDirect Storage: A Direct Path Between Storage and GPU Memory

Keeping GPUs Busy As AI and HPC datasets continue to increase in size, the time spent loading data for a given application begins to place a strain on the total application’s performance. ...

Nvidia GPU uncorks storage bottleneck with Magnum IO, claims 20x speed up

Nvidia GPU uncorks storage bottleneck with Magnum IO, claims 20x speed up

The ceaseless quest for avoiding storage IO delays has alighted on GPUs and Nvidia has devised a way to bypass the host server CPU and memory and accelerate data moving speeds up to 20x. ...

NetApp and NVIDIA: Taking High-Performance Computing to the Next Level

NetApp and NVIDIA: Taking High-Performance Computing to the Next Level

NetApp and NVIDIA are joining forces to deliver an innovative new way to accelerate HPC workloads. Learn more about the groundbreaking tech behind Magnum.

Storage IO straight to GPU

Storage IO straight to GPU

The parallel processing power of the GPU (Graphics Processing Unit) cannot be denied. One year ago, nVidia® overtook Intel® in market capitalization. And today, they have doubled their ...

AMAX Extends Line of Workstations to Support Nvidia RTX A6000 GPUs

AMAX Extends Line of Workstations to Support Nvidia RTX A6000 GPUs

Fremont, CA, December 15, 2020 – AMAX’s HPC and AI Solution Group announced that it is now offering a wide selection of AceleMax workstations for AI, rendering and visualization featuring ...

NVIDIA and Global Partners Launch New HGX A100 Systems to Accelerate Industrial AI and HPC

NVIDIA and Global Partners Launch New HGX A100 Systems to Accelerate Industrial AI and HPC

ISC—NVIDIA today announced it is turbocharging the NVIDIA HGX™ AI supercomputing platform with new technologies that fuse AI with high performance computing, making supercomputing more ...

Machine Learning, AI and IoT have a File System Problem

Machine Learning, AI and IoT have a File System Problem

Unstructured data applications are increasingly IO hungry. It’s a problem that impacts not only the High-Performance Computing (HPC) market, but also the traditional enterprise as they ...

All Change Please

All Change Please

Update: the DrTm results were for a 6-node cluster, not a 60-node cluster. Update: corrected the RAM Cloud tpmC number – previously missing a crucial ‘K’ ! The combined changes in…

Linux Kernel Module Cheat

Linux Kernel Module Cheat

The perfect emulation setup to study and develop the Linux kernel v5.4.3, kernel modules, QEMU, gem5 and x86_64, ARMv7 and ARMv8 userland and baremetal assembly, ANSI C, C++ and POSIX. GDB ...

Dr. Xu Zhongxing's speech: Fuchsia OS Introduction Complete Record and Slide Download

Dr. Xu Zhongxing's speech: Fuchsia OS Introduction Complete Record and Slide Download

Global file system User Process creation Global file system In Unix, there is a global root file system It is the basic resource shared by each process The file system covers non-file ...

PDSW'20 Recap

PDSW'20 Recap

This year was the first all-virtual Parallel Data Systems Workshop , and despite the challenging constraints imposed by the pandemic, it was...

CXL-based memory disaggregation technology opens up a new direction for big data solution frameworks​

CXL-based memory disaggregation technology opens up a new direction for big data solution frameworks​

A team from the Computer Architecture and Memory Systems Laboratory (CAMEL) at KAIST presented a new compute express link (CXL) solution whose directly accessible, and high-performance ...

Why The DPU Is More Important Than The CPU For Nvidia

Why The DPU Is More Important Than The CPU For Nvidia

If you are fairly new to the IT racket, you might be under the impression that the waves of integration and disaggregation in compute, networking, and

NVIDIA Gamers Face DoS, Data Loss from Shield TV Bugs

NVIDIA Gamers Face DoS, Data Loss from Shield TV Bugs

The company also issued patches for Tesla-based GPUs as part of an updated, separate security advisory.