Bring Pervasive Intelligent Computing with Chip Innovation · 1u 2s 2u 2s 4u 2s 2u 4s 4u 4s AI...

35
Bring Pervasive Intelligent Computing with Chip Innovation Intelligent Computing Business Dept, Huawei

Transcript of Bring Pervasive Intelligent Computing with Chip Innovation · 1u 2s 2u 2s 4u 2s 2u 4s 4u 4s AI...

Page 1: Bring Pervasive Intelligent Computing with Chip Innovation · 1u 2s 2u 2s 4u 2s 2u 4s 4u 4s AI Computing Platform ARM-based Servers G5500 G2500 Atlas 500 Atlas 300 Atlas 200 TaiShan

Bring Pervasive Intelligent

Computing with Chip Innovation

Intelligent Computing Business Dept, Huawei

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Contents

1. Company Overview

2. Computing Trend and Challenges

3. Huawei Intelligent Computing Initiatives

4. Market Presence

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Huawei Confidential 3

Company Overview

180,000

Employees

14 80,000 170+ Research

Institutes/Offices/Centers R&D employees Countries

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Huawei Confidential 4

Huawei Brand Awareness

71 72 92 146

The only company from China to appear on the Best

Global Brands released by Interbrand, for 5 consecutive years!

2014

2015 2016 2017 2018

94

88

72 70 68

No. 72 By USD89.3 billion operating revenue in 2017

No. 68 By USD7.6 billion brand value in 2018

The revenue of 2018 will exceed USD100 billion!

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Huawei Confidential 5

Continuous, Intensive Investment in R&D

2008 2009 2010 2011 2012 2013 2014 2015 2016 2017

112 143

177 237

297 316

408

596

764

897

CNY100M

1

2

3

4

5

6

7

CNY394 billion

R&D investment in 10 years

No. 6 Globally by R&D investment in 2018

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Huawei Confidential 6

A Leader by Number of Patents

Source: IFI Claims Patent Services

0

1,000

2,000

3,000

4,000

5,000

6,000

7,000

8,000

9,000

10,000

IBM Intel Microsoft Apple Google Amazon Huawei Fujitsu Cisco EMC NEC Oracle Dell

1 4 7 9 11 12 16 29 37 40 45 47 49

87,805 patents

Huawei's accumulative number of

patents (as of Dec 31, 2018)

No. 16 By the number of patents in the

US in 2018

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Huawei Confidential 7

Globalized Positioning, Localized Operations

Argentina

Mauritius

Malaysia

Romania

Chin

a

India

Hungary

Brazil

Mexico

Poland

UAE

Bahrain

Germany

Toronto

Ottawa

Silicon

Valley

• Operations in 170+ countries; approximately 180,000+ employees of 160+ nationalities; 70% of staff hired locally

• Huawei is increasing its "glocalization", delegating more end-to-end business responsibility and authority to local teams

• We aim to develop a healthy industry in which every player can succeed, and we pride ourselves on being a responsible local

corporate citizen

R&D center

Huawei headquarters

Technical support center

Accounting shared service center

Supply center

Training center

Solution center

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Huawei Confidential 8

Bring digital to every person, home, and organization

for a fully connected, intelligent world.

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Contents

1. Company Overview

2. Computing Trend and Challenges

3. Huawei Intelligent Computing Initiatives

4. Market Presence

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Huawei Confidential 10

The Fourth Industrial Revolution Is Here

1st 2nd 3rd

Industrial production powered

by a new resource Steel, rail transport, etc.

Mass production Steel, oil, internal

combustion engine

Automated production Communications, Internet,

personal computers

Intelligent production AI, IoT, bioscience integrated

into human society

Steam engine Electricity Information technology Intelligent technology

4th Industrial Revolution

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Huawei Confidential 11

Connectivity + Computing + Cloud: Build the Key Infrastructure of the Intelligent World

Physical world →

Digital world

100+ billion

connections

Digital world →

Intelligent world

Trillion-dollar

market space

Faster connectivity

and computing

One of the

Five Clouds

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Huawei Confidential 12

A Leap from Computing 1.0 to Computing 3.0

Computing 2.0

Data center, x86 architecture

General-purpose

computing

Computing 3.0

Full-stack, all-scenario

Intelligent computing

Computing 1.0

Mainframe and midrange

computer era

Dedicated computing

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Huawei Confidential 13

The World Is Rapidly Revolving from Digital to Intelligent

Digital and AI Adoption by 2025

Trend forecast

Source: IDC's Cloud and AI Adoption Survey, January 2018

AI Application Status Quo in 2018

AI adoption by enterprises

%*

Cloud-enabled usage

AI application usage

Data usage

80%

85% 86%

Source: Global Industry Vision (GIV) 2025

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Huawei Confidential 14

Four Challenges to Intelligent Transformation of Industries

Deployment

scenario

diversity

Data collaboration

difficulty

Compute power

insufficiency Talent and

skill shortage

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Contents

1. Company Overview

2. Computing Trend and Challenges

3. Huawei Intelligent Computing Initiatives

4. Market Presence

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Huawei Confidential 16

Huawei Intelligent Computing Initiatives

Superior Compute

Power Versatile Deployment E2E Solution

Cloud-Edge

Collaboration

Compute power for

traditional

applications

Compute power for AI

All-scenario

coverage for Cloud-

Edge-Device

Proven and reliable

products based on

professional

engineering design

and stringent tests

Integrated solutions

that shield the complex

work, leaving ultimate

simplicity for customers

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Huawei Confidential 17

Superior Compute Power: Meeting Customer Expectations

ARM-based CPU

First 7nm processor for

ARM-based servers,

48/64 cores, 2.6 GHz

Compute

Intelligent converged

network chip

Ethernet and FC converged

Protocol acceleration

Programmable

Network

Intelligent SSD controller chip

PCIe NVMe and SAS converged

Intelligent acceleration

Effective wear leveling algorithm

Storage

Intelligent management chip

Built-in intelligent

management engine

Intelligent fault management

Management

AI chip

AI

Da Vinci architecture,

ultimate energy efficiency

and performance

More Than Moore's Law

Kunpeng 920 Hi1710 Ascend 310/910 Hi1812 Hi1822

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Huawei Confidential 18

Cloud-Edge Collaboration: Unified Architecture and Seamless Data Flows

Edge

Inference engine

(Algorithm execution

platform)

Edge intelligent

platform

Edge management

platform

Release model/application

Release model/application

Device

Inference engine

(Algorithm execution

platform)

Terminal-side

intelligent platform

Send back data

Send back data

Generate

model

Public cloud/Private cloud

Model management

Remote release

Automatic

deployment

Inference

engine

Model generation

Data

preprocessing

Automatic

tuning

Model training Model design

Cloud

Agent

Network with ultra high bandwidth, ultra low latency, and

seamless coverage

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Huawei Confidential 19

Versatile Deployment: Adaptive to Various Deployment Environments

Theories Scientific research

Environmental lab

Material lab

Process lab

Thermal lab

...

Verification GCTC

HALT test

Vibration resistance test

High/Low temperature test

Lightning strike test

...

Practice Global deployment

Polar areas

Equator

Deserts

Mount Everest

...

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Huawei Confidential 20

E2E Solution: All That Customers Experience Is Simplicity and Ease of Use

Edge Integrated

Solution

Compute, storage and

network integrated

Hardware, software and

algorithms integrated

Power supply/UPS

integrated

Unified

Architecture Chip architecture

Data structure

Management

architecture

Data Center

Integration

L1+L2 linkage/Fully liquid-

cooled cabinet

Atlas AI appliance

Atlas AI cluster (1024 nodes)

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Huawei Confidential 21

Huawei Intelligent Computing Products

Traditional Applications (x86)

FusionServer | KunLun

AI Applications (Non-x86)

Atlas | TaiShan | MDC

Intelligent Acceleration Engine

(Accelerator components)

Intelligent Management Engine

(FusionDirector)

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Huawei Confidential 22

Huawei Intelligent Computing Product Portfolio

HPC Solution SAP HANA appliance Azure Stack Artificial Intelligence

Solutions

Intelligent

Servers

2288/H V5 2488/H V5 1288H V5 5885H V5 5288 V5

1U 2S 4U 2S 2U 2S 2U 4S 4U 4S

AI Computing Platform ARM-based Servers

G5500 G2500 TaiShan 2280 TaiShan 5280 TaiShan X6000 Atlas 500 Atlas 300 Atlas 200 Atlas 200

Developer Kit Atlas 800

Mobile Data Center (MDC)

MDC 600

Mission Critical Servers

KunLun

9008/9016/9032

X6000 X6800

4U 4-node 2U 4-node

Rack Servers

Blade Servers

Intelligent Acceleration Engine

FX600/FX300 IN500/IN300/IN200 ES3000 V5

SSD FPGA Intelligent NIC

Intelligent Management Engine

FusionDirector

Five Intelligent Management

Features

Big Data

Integrated Liquid Cooling Solution

High-Density Servers

X6000 XH321L V5

E9000 CH121L V5

XH321L V5

CH121 V5 CH225 V5 CH242 V5

E9000 Half-width 2S

CH221 V5

Full-width 4S

CH121L V5

Half-width 2S Full-width 2S Full-width 2S

XH628 V5 XH321 V5

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Huawei Confidential 23

Intelligent Management Engine: Boosting O&M Efficiency of Massive Servers

Intelligent Software Management Automatic management and one-click upgrade for BIOS/firmware/management module

Reduce service costs by 10% and OPEX by 15%

Intelligent Automatic

Deployment Deployment within seconds based on physical

locations of data centers

Intelligent Fault Prediction

and Diagnostics Fault prewarning, diagnosis, and locating

Unified Asset Management Server model, configuration, inventory, and retirement

Intelligent Power Consumption

Management Server DEMT, cabinet-level power capping, and data

center L1+L2 linked control

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Huawei Confidential 24

Intelligent Acceleration Engine: Delivering New Levels of Server System Performance

Distributed storage Big data Virtualization Database Cloud

NVMe SSD

ES3000 series SSDs

Cloud storage Public cloud AI training

Performance up by 15%, protocol

offload freeing up CPU resources

Intelligent converged NIC

IN series

Data

compression

Video

encoding/decoding

Image

inference

Speech

inference

FPGA accelerator card

FX600/FX300

* Based on the big data scenario, use FPGA for data

compression in a cluster with 500 big data servers for 3 years.

CAPEX slashed by 20%

OPEX saved by USD500k*

Performance in database scenario

up by 5x

Service processing reduced from

5s to 1s

• Faster: performance up by 50% • Smarter: multi-stream, atomic

write, smart O&M • Simpler: reference architecture

optimized for applications

• Lower: server costs/license fees • Lower: management

costs/cabinet costs/energy

consumption

• Converged: Ethernet/FC networks

on one chip • Accelerated: RoCE/OVS/VxLAN

etc. • Intelligent: SR-IOV, programmable

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Huawei Confidential 25

Intelligent Servers: Democratized Intelligent Platform Optimized for Workloads

Rapid response to

service changes OPEX reduction

Peace of mind with

supreme quality

Flexible Efficient Quality

• Rich form factors: rack, blade, and high-

density models • Mission critical servers and full liquid-

cooling solution

• Full support for 5 intelligent management

features • The more you use, the more you save

• Strict component selection, with

derating design • Stringent test and global certification

FusionServer Rack Server (1–4U, 2–4S)

FusionServer High-Density

Server (2–4U, 4 nodes)

FusionServer Blade Server (12U, 8–16 slots)

KunLun Mission Critical Server (8–32U, 8–32S)

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Huawei Confidential 26

Advancing from Servers to Intelligent Servers and Intelligent Data Centers

FusionServer Data Center

Power

consumption

control

Asset

management

Topology

management

Full-lifecycle

OPEX reduction

% 15 • Intelligent software management

• Intelligent automated deployment

• Intelligent asset management

• Intelligent fault prewarning and diagnostics

• Intelligent power consumption management

• L1+L2 intelligent linkage

FusionDirector

FusionServer Pro

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Huawei Confidential 27

AI Enables Data Center and Edge Intelligence

• Rich Device-Edge-Cloud AI products powered by the

Ascend chipsets

• High performance, low cost, and robust ecosystem

• Equal performance, energy saving 20%

• Supports localized applications, with wide compatibility

• High performance and energy efficiency, high reliability,

and low latency

• Flexible architecture supporting L2–L5 smooth evolution

All-Scenario Intelligence ARM Ecosystem Autonomous Driving

Atlas AI Computing Platform

TaiShan ARM-based Servers

MDC Mobile Data Center

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Huawei Confidential 28

Building Two Ecosystems and Unlocking a New Era of Intelligent Computing with Partners

Business

Enablement

Developers &

Community

Collaboration

with

Universities

Invest CNY1 billion, cultivate 1 million developers, release development

environment with 1,000+ free cloud services, develop 100+ partners, and explore the

USD100 billion market space

• Technical collaboration: software and algorithms • Industry collaboration: security protection, Internet,

transportation, finance, telecom, retail, manufacturing,

and energy

• Build 200 teaching labs • Train 500 college teachers • Host 6 teachers' seminars • Hold national student contests

• TVM open source organization • ONNX open source organization • Release the MindSpore

framework

AI Ecosystem ARM Ecosystem

Application

Software

Basic

Software

Basic

Hardware

• Big data, distributed storage, web • Data management • CAE/CFD, EDA

• Network (Ethernet &FC) • RAID • FPGA • SSD & HDD

• Operating system • Virtualization • Database • Middleware

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Huawei Confidential 29

Building Full-Stack, All-Scenario Intelligent Solutions to Enable Intelligent Transformation of Industries

AI chip Intelligent converged

network chip ARM-based CPU

Intelligent

management chip

Intelligent SSD

controller chip

Smart

government

Smart

energy

Smart

vehicles Smart

telecom

Smart

agriculture

Smart

construction

Smart

finance

Smart

manufacturing

Smart

transportation Smart retail

Compute power meeting

customer expectations

Applicable to multiple

deployment

environments

deployment

Integrated solution

capability

Cloud-edge collaboration

for all scenarios

coverage

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Contents

1. Company Overview

2. Computing Trend and Challenges

3. Huawei Intelligent Computing Initiatives

4. Market Presence

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Huawei Confidential 31

Huawei Intelligent Computing Business Continues High Momentum

2012

2013

2014

2015

Source: Server WW market share by region, Q4 2018, Gartner

2016

2018

2021

(2012–2018) Accumulative shipment of 3.56M units

73.8% compound annual growth rate (CAGR)

2017

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Huawei Confidential 32

Ranks No. 4 Globally by Shipment and No. 1 in China Region by Shipments of Multiple Server Categories

Source: Server Marketshare WW by Region, Q3 2018, Gartner

No. 4 by global shipment volume

No. 4

Source: Server Marketshare WW by Region, Q3 2018, Gartner

Dual No. 1 by shipment volume in China Region

Blade 4S

0

100,000

200,000

300,000

400,000

500,000

600,000

Dell EMC HPE Inspur Huawei Lenovo Sugon Cisco

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Huawei Confidential 33

Noted and Trusted by Customers for "High Performance and Quality"

SPEC

VMmark

SAP B4H

400+ world records in performance testing

*Source: Third-party evaluation organizations such as SPEC

15% lower failure rate than industry average

* Based on statistics provided by the top 4 customers

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Huawei Confidential 34

Huawei Intelligent Computing Products and Solutions Are Serving Customers Worldwide

Manufacturing Energy Media & Information Education Finance

Serves 5,000+ industry customers worldwide, covering 1/3 of the world's population

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Copyright © 2019 Huawei Technologies Co., Ltd.

All Rights Reserved.

The information in this document may contain predictive

statements including, without limitation, statements regarding

the future financial and operating results, future product

portfolio, new technology, etc. There are a number of factors that

could cause actual results and developments to differ materially

from those expressed or implied in the predictive statements.

Therefore, such information is provided for reference purpose

only and constitutes neither an offer nor an acceptance. Huawei

may change the information at any time without notice.

把数字世界带入每个人、每个家庭、

每个组织,构建万物互联的智能世界。

Bring digital to every person, home, and organization for a fully connected, intelligent world.

Thank you.