Bring Pervasive Intelligent Computing with Chip Innovation · 1u 2s 2u 2s 4u 2s 2u 4s 4u 4s AI...
Transcript of Bring Pervasive Intelligent Computing with Chip Innovation · 1u 2s 2u 2s 4u 2s 2u 4s 4u 4s AI...
Bring Pervasive Intelligent
Computing with Chip Innovation
Intelligent Computing Business Dept, Huawei
Contents
1. Company Overview
2. Computing Trend and Challenges
3. Huawei Intelligent Computing Initiatives
4. Market Presence
Huawei Confidential 3
Company Overview
180,000
Employees
14 80,000 170+ Research
Institutes/Offices/Centers R&D employees Countries
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!
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
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
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
Huawei Confidential 8
Bring digital to every person, home, and organization
for a fully connected, intelligent world.
Contents
1. Company Overview
2. Computing Trend and Challenges
3. Huawei Intelligent Computing Initiatives
4. Market Presence
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
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
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
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
Huawei Confidential 14
Four Challenges to Intelligent Transformation of Industries
Deployment
scenario
diversity
Data collaboration
difficulty
Compute power
insufficiency Talent and
skill shortage
Contents
1. Company Overview
2. Computing Trend and Challenges
3. Huawei Intelligent Computing Initiatives
4. Market Presence
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
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
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
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
...
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)
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)
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
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
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
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)
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
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
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
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
Contents
1. Company Overview
2. Computing Trend and Challenges
3. Huawei Intelligent Computing Initiatives
4. Market Presence
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
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
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
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
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.