hardware

HTML5 Apps on AGL Platform with the Web Application Manager

HTML5 Apps on AGL Platform with the Web Application Manager

March 4, 2020

Julie will be presenting the work that has been done over the last months to develop for the AGL platform a modern Chromium based Web Application Manager (WAM) that enables running HTML5 IVI applicati …
Interchangeable Hardware Which is Designed for AGL Reference

Interchangeable Hardware Which is Designed for AGL Reference

March 4, 2020

Panasonic considered about the new concept of reference hardware for developing AGL software. At last year, RHSA-EG had announced that AGL needs to reference hardware for reducing GAP between UCB and …
SONiC: Open Source NOS in Data Center

SONiC: Open Source NOS in Data Center

March 4, 2020

SONiC as open source NOS empowers us to use uniform Operating System, Network Monitoring & Management tools and Life-cycle Management tools, across heterogeneous h …
The Next Network Professional

The Next Network Professional

March 4, 2020

This will be a panel of diverse executives at NANOG-relevant companies (content, network, hardware) and education professionals convened to discuss two main themes …
ACRN/KATA: A Safety Container Solution for Software-defined Cockpit

ACRN/KATA: A Safety Container Solution for Software-defined Cockpit

March 2, 2020

Nowadays, with the widespread use of intelligence and networking in automobiles, vehicles evolve into a large IoT platform. Software-defined cockpit trends to combine with entertainment system. Worklo …
Defeating Cisco Trust Anchor: A Case-Study of Recent Advancements in Direct FPGA Bitstream Manipulation

Defeating Cisco Trust Anchor: A Case-Study of Recent Advancements in Direct FPGA Bitstream Manipulation

March 2, 2020

In the space of trusted computing, FPGA-based security modules have appeared in a number of widely used security conscious devices. The Cisco Trust Anchor module ( …
Modern machine learning architectures: Data and hardware and platform, oh my

Modern machine learning architectures: Data and hardware and platform, oh my

March 2, 2020

Brian Sletten takes a deep dive into the intersection of data, models, hardware, language, and architecture as it relates to machine learning systems in particular, but the overall industry in general.
SOTA Solution and FOTA Solution for AGL

SOTA Solution and FOTA Solution for AGL

March 2, 2020

The presentation describes the result of using RAUC as an AGL SOTA solution. It will visit the prerequisite requirements for the hardware platform (A/B partitions, cryptography for image signing, requ …
MinBFT, Hyperledger Lab - Open Source Project to Develop Efficient Consensus Protocol

MinBFT, Hyperledger Lab - Open Source Project to Develop Efficient Consensus Protocol

February 29, 2020

Blockchain technologies are attracting a lot of attention from various communities. A consensus protocol is one of key parts; it is a process to make an agreement on a value among distributed nodes. I …
NetDevOps or CI/CD for Networks: Myth or reality

NetDevOps or CI/CD for Networks: Myth or reality

February 29, 2020

As network engineers, its almost impossible to avoid the CI/CD/NetDevOps hype-cycle. In this talk we explore how much of this is a myth, versus the ground reality …
Embracing a Modular Architecture for the IVI system

Embracing a Modular Architecture for the IVI system

February 28, 2020

Embracing a modular architecture for the IVI system (Agustin Almansi, VNC Automotive) - As the role of the IVI system in the car expands, keeping up with the demand for new features is causing the sof …
Everything is a little bit broken; or, The illusion of control

Everything is a little bit broken; or, The illusion of control

February 28, 2020

We never change the amount of work or technical debt; we just shift it, and with it, we change how it emerges and appears. Heidi Waterhouse explains how you can handle this level of uncertainty.
Secure Container in IoT Segment: Extend KATA to ACRN IoT Hypervisor

Secure Container in IoT Segment: Extend KATA to ACRN IoT Hypervisor

February 28, 2020

Todays connected devices are increasingly expected to support a range of hardware resources, operating systems, and software tools/applications. Workload consolidation, resource isolation and safety …
Xenomai Based Real Time Prototype Model Without Using RTOS

Xenomai Based Real Time Prototype Model Without Using RTOS

February 28, 2020

When it comes to Linux real time (RT), we have only two options today - PREEMPT_RT and XENOMAI. However it is still hard to choose one.This talk is about designing a RT based hardware prototype model …
BoF: The Open Enclave SDK: Confidential Computing with Trusted Apps

BoF: The Open Enclave SDK: Confidential Computing with Trusted Apps

February 27, 2020

Cloud computing today primarily address the challenges of encrypting sensitive data at rest and in transit, but not while in use; Confidential Computing is an initiative focusing on this last step of …
Lightning Talk: IPv6 adoption is killing my throughput

Lightning Talk: IPv6 adoption is killing my throughput

February 27, 2020

With IPv6 adoption increasing on the content side, it's becoming more obvious that not all IPv6 implmentations are created equal - or are on par with IPv4. In this …
Internet of Things Education Outside the Computer Science Lab

Internet of Things Education Outside the Computer Science Lab

February 26, 2020

Internet of Things is now part of many high-schools or universities curricula. While for computer science students, this is just another regular course, for students studying civil engineering, fine …
Next Gen Blackholing to Counter DDoS

Next Gen Blackholing to Counter DDoS

February 26, 2020

Network attacks, including Distributed Denial-of-Service (DDoS), continuously increase in terms of bandwidth along with damage (recent attacks exceed 1.7 Tbps) and …
The definitive guide to making software fail on ARM64

The definitive guide to making software fail on ARM64

February 26, 2020

Even software, written in high-level cross-platform language with no assembly can fail multiple ways when ported to a different CPU architecture. Ignat Korchagin examines the issues Cloudflare encountered when porting its software stack to ARM64.
The Problems Emulating a Call via Breakpoint in the Kernel

The Problems Emulating a Call via Breakpoint in the Kernel

February 26, 2020

The Linux kernel is the lowest layer of software (above BIOS) and that requires it to be as efficient as possible. Recent hardware issues have arisen (Spectre and Meltdown) that caused the Linux kerne …
A Million Ways to Provision Embedded Linux Images

A Million Ways to Provision Embedded Linux Images

February 25, 2020

Embedded Linux is increasingly common due to the explosion of the Internet of Things (IoT). There are countless off-the-shelf hardware platforms capable of running Embedded Linux, each with their own …
Effective sampling methods within TensorFlow input functions

Effective sampling methods within TensorFlow input functions

February 24, 2020

Many real-world machine learning applications require generative or reductive sampling of data. Laxmi Prajapat and William Fletcher demonstrate sampling techniques applied to training and testing data directly inside the input function using the tf.data API.
P4 Tutorial

P4 Tutorial

February 24, 2020

This tutorial includes hands-on exercises; instructions for downloading the software is at https://p4.org/events/2019-02-19-nanog/ Download all software prior to t …
An Agile Approach to Threat Modeling for Securing Open Source Project EdgeX Foundry

An Agile Approach to Threat Modeling for Securing Open Source Project EdgeX Foundry

February 23, 2020

Evaluating security risks and conducting threat modeling are challenging for open source project contributors and adopters. There are rarely enough people, or people with experience, to tackle these t …
How Criteo optimized and sped up its TensorFlow models by 10x and served them under 5 ms

How Criteo optimized and sped up its TensorFlow models by 10x and served them under 5 ms

February 23, 2020

Criteo's real-time bidding of ad spaces requires its TensorFlow (TF) models to make online predictions in less than 5 ms. Nicolas Kowalski and Axel Antoniotti explain why Criteo moved away from high-level APIs and rewrote its models from scratch, reimplementing cross-features and hashing functions using low-level TF operations in order to factorize as much as possible all TF nodes in its model.
MLIR: Accelerating AI

MLIR: Accelerating AI

February 23, 2020

MLIR is TensorFlow's open source machine learning compiler infrastructure that addresses the complexity caused by growing software and hardware fragmentation and makes it easier to build AI applications. Chris Lattner and Tatiana Shpeisman explain how MLIR is solving this growing hardware and software divide and how it impacts you in the future.
Modular convolution considered beneficial

Modular convolution considered beneficial

February 23, 2020

Jack Chung, Chao Liu, and Daniel Lowell explore breaking convolution algorithms into modular pieces to be better fused with graph compilers such as accelerated linear algebra (XLA).
Node-RED and TensorFlow.js: Developing deep learning IoT apps in the browser

Node-RED and TensorFlow.js: Developing deep learning IoT apps in the browser

February 23, 2020

Va Barbosa and Paul Van Ec highlight the benefits of using TensorFlow.js and Node-RED together as an educational tool to engage developers and provide you with a powerful, creativity-inspiring platform for interacting and developing with machine learning models.