Open Innovation

for a Fully Connected and

Intelligent World

A Fully Connected and Intelligent World is Coming

Mobile broadband and APPs Better than the Von Neumann’s Architecture Core Network / Inter Data Center

9 years, 180X traffic estimated by GSMA

Global mobile networks Global cloud computing

Spine

Leaf

Tor

Super Spine/Core

Consumer

Devices

Networks

Enterprise

and Cloud

Wireless

Optical

IP

OTT

OTC

Verticals

Huawei R&D in Europe: Open and Joint Value Creation

research

solution

European technical experts

European Academics

technical collaboration

projects

63M €

investment from Huawei in

technical partnerships with

over 100 of European top

universities, research institutes

and enterprises in 2017

230

200+

180+

1,600industry

partners

TO DEVELOP JOINT

Innovative

Solutions

Huawei R&D in Europe

Close to industrial and academic partners, accelerate ICT-based innovations of future life and future work.

Telecom

IT

ITS / Mobility

Industry 4.0

IoT

E-/M-Health

Wireless Networks

Key Technical InnovationIndustry Solution Development Fundamental Research

Cloud and Big Data

Optical System

Terminals and IoTings

+ +New Materials

New Theories

New Components

New Devices

Better Perception

COMPUTER

VISION

NLPLOCAL

DECISION

ROBOT

TECH

AIR SENSOR

TASTE

SENSOR

More Information, Better Service & Experience

Better Connection

Autonomous /

Flying

Transportation

Digital Industry and

Robotics

XR and Edge

Intelligence

Better Intelligence

Spectral-

Methods

(FFT)

Graph-

Algorithms

Map-

Reduce

Dense /

Sparse-Linear-

Algebra

C-A GEMM/ SPMV

Graphical-

Models

(Tree)

C-A BFS/DFS

Finite-State-

Machines

NFA/DFA

Circuits Monte-Carlo Structured/

Unstructured-

Grids

N-Body

Methods

Molecular Model

Dynamic

Programmin

g

Needleman Wunsch

(Sequence alignment)

Backtracking

and Branch

& Bound

N-Queens

(Artificial Intelligence)

Network

Packet Data

Forward

Network

Protocol/

Data Aware

Software

Radio

Network

Data

Security

Data

Storage

Data

Analysis/Searching

Machine

Learning

Multi-

media

Analysis

Computer

Vision

Cancer

Genomics

Signal

Processing

Recommen

dation

? ?

To be explored.

Collaborations for New Materials, New Devices

ABEL

MOBILFUNK

AMPLEON

ARM

BOLLORE

CEVA

DHL

EPCOS

FPC

INFINEON

NXP

PANALPINA

RF360

SALCOMP

ST

WPP

The world’s first

smartphone with

independent de

pth computing c

hipset

Connection: High Performance & Autonomous Networks

Performance optimization based on air interface big data analysis

Trace tA Trace tB Trace tC

Span t3, t3’Span t2, t2’Span t1, t1’

Span tx, tx’

La

ten

cy (

mse

c)

Date/time

250 msec

Span t1

Span t3

Span t3

t1 t2t3

Trace tA

Trace tB

Trace tC

430 msec

Sliding window

General idea

• For i in time_series indexes:

• For sliding window w[i, i+wsize]

• Calculate μ1 of w[i, i+wsize/2]

• Calculate μ2 of w[i+wsize/2,

i+wsize]

• Anomaly if abs(μ2/μ1) >= k

Anomaly and Pattern Detection

Time-Series Analysis

1 2

4

5

INPUT – LSTM – SAMPLING – LSTM – OUTPUT

Stability Analysis Deep Learning

Trace Analysis 3

AI assisted cloud operation

Better Performance & Less TCO

Data analytics and machine learning tools are applied

to predict and further optimize:

• Link performance including the radio link and

backhaul.

• The traffic requirements (and QoS) of machine-

type communication traffic (including vehicle

communication).

AI assisted cloud operation: improving the efficiency

and stability. Bring intelligence into Vehicular

Networks.

Computing: Full Stack and Full Scenarios AI Solution

CANN(Compute Architecture for Neural Networks)

ModelArts

General

APIs

Advanced

APIsPre-integrated

Solutions

Ascend

All Scenarios

MindSpore TensorFlow PyTorch PaddlePaddle …

Application

Enablement

Framework

Chip Enablement

IP & Chip

HiAI Engine

HiAI Service

Ascend-MaxAscend-MiniAscend-Tiny Ascend-LiteAscend-Nano

Fu

ll S

tack

AI Applications

Consumer DevicePublic

Cloud

Private

Cloud

Industrial

IoT

Device

Edge \

Computing

Compute

Power budget

Model size

Latency

Inference ？

Training ？

Ascend-SKU

Device

Earphone Always-on Smartphone Laptop

20 MOPS 100 GOPS 1-10 TOPS 10-20 TOPS

1 mW 10 mW 1-2 W 3-10 W

10 KB 100 KB 10 MB 10-100 MB

< 10 ms ~10 ms 10-100 ms 10-500 ms

Y Y Y Y

N N Y Y

Nano Tiny Lite Mini

Edge

IPC Edge Server

10-20

TOPS

10-100

TOPS

3-10 W 10-100 W

10-100 MB 100+ MB

10-500 ms ms ~ s

Y Y

Y Y

Mini Multi-Mini

Cloud

Data Center

200+ TOPS

200+ W

300+ MB

ms ~ s

Y

Y

Mini

Unified architecture for all chips with high performance and efficiency.

Unified training and inference framework with consistent development experience and greater development efficiency.

Autonomous, Electrified, Connected Vehicle: Connection

ICT is the key enabler for safety, efficiency,

on-demand service and experience.

Platooning for Logistics

20% gas saving!

Tele-Operated Driving

5G Enabled

Sensor sharing

uplink

Cloud

downlink

direct link

Direct LinkCellular Network

+• Support relative speed up to 500km/h

• Low latency Communication

• GNSS-based side-link synchronization

• eNB-scheduled side-link for better performance

• Uplink semi-persistent transmission

• Shorter multicast/broadcast period

• QoS for ITS applications

Online

Navigation

Congestion

warning

Multi-media

download

Speed limit

alarm

Speed

Advisory

OTT/APPs 5GNR V2X Uu 5GNR V2X Sidelink E2E latency

3~10ms

Reliability

99.999%

Positioning

0.1~0.5m

Electrical

Connected

Intelligent

Transportation

New VehicleAuto driving, connected

New InfrastructureIntelligent infrastructure based on new network

New NetworkConverged communication

Sharing

Infotainment

Autonomous, Electrified, Connected Vehicle: Computing

14 x Cameras | 6 mmWave radars +

12 ultrasonic radars + 8 lidars

High Performance

352 TOPS

Real-time OS kernel latency <10 us

ROS latency < 1 ms

Guaranteed Low Latency

< 200 ms

ASIL D

Safe & Highly Reliable

ISO 26262 ASIL D

Active-Active | -40°C to +85°C

1 TOPS/W

System Efficiency

AI Core efficiency 3 TOPS/W

Chipset efficiency 2 TOPS/W

ASIL: Automotive Safety Integrity Level (a top security standard)

Connected Industry Automation

Traditional Automation Pyramid and 5G

Public cloud

Enterprise cloud

/edge

Latency

~50 ms

<1 ms

Mostly broad band traffic (eMBB)

Less requirements to low latency and

extreme high reliably

LTE-evolution

5G (3GPP Rel 15+)

Less broad band traffic

Strong requirements to low latency

and extreme high reliably, and

deterministic traffic (URLLC)

• 5G (3GPP Rel 16+)

• 5G mmWave

• 5G as TSN switch

Reliability99.9%

>99.9999%

Storage

Server

Gateway

Gateway

Gateway

Enterprise cloud

/edge

Storage

Server

Option A Option B

Higher productivity, lower cost, more flexible and on-demand service.

Modernization of Operation Room

Illumination

OR-Lamps telefonepager

Endoscopy

Electrocautery

X-ray

Ultrasound

TeleconsultationPACS

Data-management

Suction

OR-table

Server

Better quality, higher efficiency and lower cost.

Sensor + Connection + AI

Global Consensus

Standard

Organization

Industrial

Organization

Industrial

Association

Policy and

Regulation

Technical

Innovation Organization

Global

Organization

European

Organization

Country

Organization

3GPP

IETF

ITU-T（Swiss）BBF

TMF

IEEE

ISO（Swiss）IEC（Swiss）

GSMA（UK）NGMN（GER）ISG NFV（FR）ISG MEC（FR）OneM2M

WIoT

mmWTA

5GAA

5GACIA

5GPPP（BEL）WWRF

H2020（BEL）FP7（BEL）

ITU-R（SWISS）

OFCOM（UK）UK Spectrum Policy Forum

（]UK）BNetzA（GER）PTS(SWEDEN)

AIOTI（BEL）Industry 4.0（GER）ECP（BEL）Digital Europe（BEL）ETNO（BEL）

ETSI（FR）CEN（BEL）CENELEC（BEL）ECMA（SWISS）

EC（BEL）CEPT（DAN）EFTA（SWISS）

UK 5G IC(UK)

German 5G IC(GER)Tech UK（UK）ICT KTN（UK）HyperCat（UK）

BSI（UK）AFNOR（FR ）DKE（GER）DIN（GER）BITKOM(GER)

TCCA（UK）

Enabling a Fully Connected and Intelligent World

Win – Win

Collaborations

Research,

Development,

Standardization,

Industrialization,

Products and

Solutions

KUKA

5GPPP & IMT-2020

ETSI 3GPP AIOTI GSMAProducts and Solutions

Cloud and Enterprise Solutions

5G, IoT and Fixed Networks

Consumer Devices

Aalto University

Thank you.