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Operating edge devices across multiple environments requires finding a consistent approach for managing interfaces, processes, and protocols. iStock The concept behind edge computing is simple: bringing compute resources and analytics capabilities closer to where data is created. Edge can help organizations create smart vehicles, for example, as well as smart factories, smart homes, and smart cities. But there’s little consistency across those environments—each has unique characteristics that need to be harnessed. For businesses that plan to operate edge devices across mul...

Distro similarities All Linux distributions use the Linux kernel and benefit from updates that are made to the operating system core software and processes.  They all use standard Linux commands like cd, ls, rm, and cp to navigate the directory structure. They also include many familiar commands like find, grep, tail, more, cat, and ps.  All Linux versions have similar commands to add and remove users, move files around, and interact with external devices with device drivers. The Linux community has also standardized on LibreOffice as the productivity suite, which often comes installed by d...

Gate array for data plane, CPU cores for control plane Share Copy Xilinx will today launch a network card that not only offloads acceleration to an FPGA but also to an on-board NXP chip containing 16 Arm CPU cores. The Cortex-A72 Arm core cluster is expected to run Linux – Ubuntu and Yocto are supported – and act as the control plane, and the gate array as the data plane chugging through packets flowing in and out of the card. The addition of extra CPU oomph is perhaps a sign that customers wanted to run application software and services on the board as well as use its raw hardwar...

Effective Linux & Bash for Data Scientists MLOps • Dec 11, 2020 In November 2020, DAGsHub gave a series of guest lectures to the excellent Y-DATA course for aspiring data scientists, which we would now like to share with whoever finds it useful, in blog form! Cut to the chase! Intro The topic - system, IT, DevOps, MLOps, whatever other name you want to call it - how do you make the computer do what you want, outside the context of Python (or R or Matlab etc., we don't discriminate)? How do you get that beautiful neural network of yours to run on an actual s...