Sign up for our newsletter and get the latest big data news and analysis.
Daily
Weekly

Overcoming Challenges to Deep Learning Infrastructure

With use cases like computer vision, natural language processing, predictive modeling, and much more, deep learning (DL) provides the kinds of far-reaching applications that change the way technology can impact human existence. The possibilities are limitless, and we’ve just scratched the surface of its potential. There are three significant obstacles for you to be aware of when designing a deep learning infrastructure: scalability, customizing for each workload, and optimizing workload performance.

Successfully Deploy Composable Infrastructure on the Edge to Improve HPC and AI Outside of Traditional Data Centers

Emerging CDI technologies allow you to achieve the cost and availability benefits of cloud computing using on-premises networking equipment. You also benefit from extreme flexibility, being able to dynamically recompose systems and support nearly any workload. Thanks to innovative engineering, these benefits are now available on the edge. ​

SiMa.ai Ships ML SoC Platform for Embedded Edge Applications

SAN JOSE — August 30, 2022 — Edge machine learning company SiMa.ai today announced it has begun shipping what the company said is the industry’s first purpose-built software-centric machine learning system-on-chip platform for the embedded edge – the MLSoC. The $1 trillion global embedded edge market is currently reliant on legacy technology that limits the […]

Overcome Form Factor and Field Limitations with AI/HPC Workloads on the Edge

In this sponsored post, our friends over at Silicon Mechanics discuss how form factor, latency, and power can all be key limitations, but find out how key advancements in technology will allow higher performance at the edge. For this discussion, the edge means any compute workloads taking place outside of both cloud and traditional on-prem data centers.

CEA-Leti Scientist Elisa Vianello Receives €3 Million ERC Grant for Nanoscale Memories

GRENOBLE, France – March 22, 2021 – CEA-Leti today announced that Elisa Vianello, senior scientist and Edge AI program coordinator, has received a €3 million grant from the European Research Council (ERC) to build nanoscale memory devices inspired by insect nervous systems for such applications as consumer robotics, implantable medical diagnostic microchips and wearable electronics. The […]

Hailo and CVEDIA Team for Thermal Edge AI

Tel Aviv and London, March 15th, 2022 – AI chipmaker Hailo has announced a partnership with edge computer vision company CVEDIA to launch thermal edge AI solutions. The joint effort will combine CVEDIA’s computer vision expertise alongside its synthetic data technology with the Hailo-8 AI processor, designed to offer edge AI solutions for such market segments as industry […]

New Supercomputer Enables Rugged, Real-Time AI at the Edge

[SPONSORED POST] Program managers face hard tradeoffs bringing artificial intelligence to in-the-field use cases. This whitepaper, “New Supercomputer Enables Rugged, Real-Time AI at the Edge,” describes a new AI server from One Stop Systems that shows what capabilities they should look for in portable, rugged AI deployments. The Rigel: Edge Supercomputer addresses AI in the field requirements: high-performance computing (HPC) using optimized CPUs, advanced GPUs and flash memory NVMe drives, and high-bandwidth interconnects.

Lenovo Expands ThinkEdge Server Line for Edge AI

Dec. 8, 2021 – RESEARCH TRIANGLE PARK, N.C. – Today, Lenovo (HKSE: 992) (ADR: LNVGY) Infrastructure Solutions Group (ISG) announces the expansion of the Lenovo ThinkEdge portfolio with the introduction of the new ThinkEdge SE450 server, an edge AI platform designed to accelerate business insights. Lenovo said the ThinkEdge SE450 advances intelligent edge capabilities with […]

Xilinx Launches Kria System-on-Modules for Edge AI

SAN JOSE, April 20, 2021 – Xilinx, Inc. (NASDAQ: XLNX) today introduced the Kria portfolio of adaptive system-on-modules (SOMs), production-ready small form factor  embedded boards that enable deployment in edge-based applications. Coupled with a software stack and pre-built applications, Xilinx said Kria adaptive SOMs are a new method of bringing adaptive computing to AI and […]

In the Core-Cloud-Edge Triad, Why Edge Is Coming to the Fore in 2021

Industry analyst Shahin Khan, founding partner of OrionX.net, here talks about the strategic shift among core-cloud-edge and why compute at the edge, HPC at the edge, will seize the ascendancy in 2021. It all plays into Khan’s longer term vision for advanced computing in which IoT is the fountain of data, 5G is how the […]