XILINX TECHNOLOGY DAY · 2019-10-19 · 赛灵思技术日 XILINX TECHNOLOGY DAY 赛灵思技术日...

赛灵思技术日XILINX TECHNOLOGY DAY


翁羽翔Xilinx 工业与医疗市场营销经理2019 年 3 月19 日

工业物联网 —端（Edge）云（Cloud）共舞，加速工业 4.0

© Copyright 2019 Xilinx赛灵思技术日XILINX TECHNOLOGY DAY

将智能注入 IIoT 端（ Edge）应用

IIoT = Edge + Cloud



如何定义 IIoT?

端的主要组件是什么？

IIoT 时代如何连起端和云？

赛灵思技术日XILINX TECHNOLOGY DAY © Copyright 2019 Xilinx

IIoT = 端和云的协作

AssetCloud Control NetworkController I/OEnterprise

NetworkInternet

“OT”“IT”

Fog Node


IIoT 内部的端

Think

Do

SeeEdge Senses(Sees) Edge Passes Data to Cloud for Learning

Edge Performs Inference and Creates Plan

能够在没有云的情况下自主采取行动


IIoT 连接 = TSN + OPC UA

OPC

UA

othe

r Ind

ustri

al

Prot

ocol

s

OM

G D

DS

IEEE

172

2

Prof

inet

IEC

618

50

Ethe

rNet

/IP

IEEE 802.1 TSNand related Foundational Services

(Time Synchronization, QoS, Redundancy, Security, Network Configuration, etc.)

Data Link/Network/Transport

Applications,Services,

...

Ethernet (IEEE 802.3) Physical

OPC

UA

othe

r Ind

ustri

al

Prot

ocol

s

OM

G D

DS

IEEE

172

2

Prof

inet

IEC

618

50

Ethe

rNet

/IP

IEEE 802.1 TSNand related Foundational Services

(Time Synchronization, QoS, Redundancy, Security, Network Configuration, etc.)

Data Link/Network/Transport

Applications,Services,

...

Ethernet (IEEE 802.3) Physical


IIoT 连接 = TSN + OPC UA



赛灵思 IIoT 解决方案


IIoT 中的感测传感器

Clearer, Faster and Smarter Way to See the WorldBeyond Human Eye

Visible image Sobel Edges Image Fusion

RESIZE

SOBEL

WARP

COMBINE

Warped ResizedZynq/MPSoC

GigE v2.0 -> GigE v2.1 --> 2/5GigE -> 10/25GigE

CXP v1.1 -> CXP v2.0 (Add CXP-10 & CXP-12) -> CXP v2.1

USB3.0 -> USB3.1 -> USB3.2

Camera Link -> Camera Link HS(CLHS)

SLVS-EC 1.2, MIPI 2.1 for 4K @ 120fps CameraXilinx 45nm, 28nm 28nm, 20nm, 16nm

Smarter


Frameworks& Libraries

Development tools

Platforms HDMI

MIPI

USB3

Machine Learning


面向 Edge / Embedded ML 的 DeePhi Solution Stack

Core API

Driver

RuntimeLoader

Profiler

Models

Framework

Tools & IP

HW Platforms

CompressionPruning Quantization

CompilationCompiler Assembler

Face detection Pose estimation Video analytics Lane detection Object detection Segmentation

Z7020 Board Z7020 SOM ZU2 SOM ZU2/3 Card ZU9 Card ZCU102 ZCU104 Ultra96

Darknet

Deephi also has LSTM IP for KU115/VU9P as a part of Cloud ML


Xilinx TSN – IIoT 互连

Premium or High-End

Compact or Low-End

Standard or Mid-Range

Analytics & Cloud

Safety & Security

Precision ControlSensor Fusion

Any-to-Any Connectivity

Image Processing Machine Learning Inferencing


Xilinx TSN – 评估系统

Traffic GeneratorTraffic Receiver

Terminal (UART) +Debug (via Ethernet)

Both ZC702 and ZCU102 Support TSN Evaluation


Xilinx IIoT Stack – 安全混合关键平台

Virtualization Layer

OS Layer

IIoT “Apps”

IIoT

GW

&

Mgm

tCloud

Services

Real-time CtrlRTOS

Container LayerLinux

HW Layer HW OffloadingHW Offloading

TSNVersalZynq7K ZynqUS+

Scalable HW Platforms

Jailhouse


Xilinx IIoT Stack – 安全混合关键平台

˃ HW & SW component focusedFlexibility → IIoT diversityCustomer integration of legacy + IIoT

˃ Mixed criticality infrastructureMulti-core platform targetSegmented configurability Hypervisor cache coloringTime Sensitive Networking (TSN)

˃ Best in class platform securityUnique device identity → IoT device provisionSecure boot of SW componentsCrypto accelerators → Authen & encrypt HW Security Device

Secure Boot

Validated OS

Trusted Apps

Secure Comms

System Monitoring

Trus

t Cha

in

Xilinx enablers & accelerators


AWS + Xilinx – Edge 和 Cloud PoC 的加速

Linux Docker

AWS

IoT

Devi

ce M

gr

AWS

IoT

Devi

ce

Defe

nder

AWS Greengrass

AWS

IoT

One-

Clic

k /

Head

less

Enr

ollm

ent

Cust

omer

La

mbd

a Ap

ps

AWS Greengrass Device Mgr

Control Plane/Configuration

AWS Device Defender Auditor

Device Integrity Status

AWS Alerts ServiceAsynchronous Alerts

AWS IoT ServicesHTTPS, WebSockets, MQTT

IoT Analytics DynamoDB

S3

Lambda SageMaker

Kinesis

Cust

omer

Nat

ive

Linu

x App

s

Processing Sytem

CPU0 CPU1Programmable Logic

CPU2 CPU3

Virtualization (optional)

Math Accelerators

Industrial Coms

ProfinetIP Network

OPC-UA Communication

Video Safety/Surveil lance

TSN Enabled Networks

HW Accel

HW Accel Intf

HW Accel

VCU DSP

TSN SecAccel

IoT CoreLambda

˃ AWS initial PoC partnership

˃ Pursue other IoT cloud partners following learnings w/ AWS


AWS + Xilinx – Xilinx 基于 Greengrass 的差异化方案

Zynq US+ APU

Greengrass SDK

Lambda FunctionLambda FunctionLambda Function

Greengrass App Layer

Linux

Greengrass BasicGreengrass running on Linux.Demonstrate:• Lambda function at Edge on ZU+• Secure comms to AWS cloud• Collaboration with FreeRTOS node

Greengrass Xilinx AcceleratedHW accelerated Greengrass w/ PYNQ.Demonstrate:• Lambda function acceleration in FPGA• Device shadow configuration/update• Machine learning inference

Zynq US+ APU

xdevcfg devmem sysgpio xlink

libsds

uio

PL MIMO GPIO XLNK Interrupt

Overlay

pynqmicroblaze

axi_gpio

audio

video

logictools

dma

Driver Layer

API Layer

Greengrass SDK

Lambda FunctionLambda FunctionLambda Function

Greengrass App Layer

Zynq US+ PLaxi_intc

base

over

lay

Cust

om H

W

Acce

l

ML

Infe

renc

e

Real

-Tim

e Co

ntro

l

Greengrass Xilinx Extensions

Linux

https://aws.amazon.com/iot-core/getting-started/

AWS IoT HW Partners

Greengrass Acceleration w/ PYNQ Infrastructure

Greengrass Acceleration w/ PYNQ Infrastructure


重点总结

IIoT brings great opportunities and challenges for XilinxIIoT 为赛灵思带来了巨大的机遇和挑战

Xilinx offers multi–dimensional and multi-level solutions to embrace IIoTXilinx提供了多维度和多级别的解决方案以支持 IIoT

Tool/IP/Demo/Ref design is available now for evaluation & development工具/ IP /演示/参考设计一应具备 — 现已可立即着手评估和开发

1

2

3


Adaptable.Intelligent.


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XILINX TECHNOLOGY DAY · 2019-10-19 · 赛灵思技术日 XILINX TECHNOLOGY DAY 赛灵思技术日...

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