a journey to aidi - itu · capability data center to the market 21vianet beijing m6 data center was...
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A Journey to AiDI
1
Vice President of 21Vianet
Liu Feng
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CONTENTS
Collaboration
Commitment
Customers
01 About 21Vianet
02 What is AI?
03 AI in 21Vianet
04 Way ahead Innovation
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3
Milestones Achieved Over 20+ Years
Built the first Data Center
Partnered with Microsoft
to operate Microsoft Azure
and Office 365 service in
China
Established Listed in NASDAQ (Stock
Code: VNET)
1996 1999 2011 2012 2014 2015 2016 2017
Partnered with Tsinghua
University on research of
Internet of Energy.
Received $388 million strategic investment from Tus-Holdings
Join Venture with Warburg Pincus
Strategic partnership with Beijing Grain Group
Partnered with IBM to operate top cloud-computing infrastructure in China
Acquired the VPNbusiness DYXNet
Launched 21Vianet Switch+ High
Capability Data Center to the market
21Vianet Beijing M6 Data Center was
included in the Catalogue of National
Green Data Centers (First Batch)
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4
Footprint of 21Vianet
2,000+ quality customers
50 self-built and self-operated data centers
20+ years of operation experience, 50+ data centers, 20+ cities
29,000+ cabinets, 400+ network nodes, 15,000KM backbone network,
1,000G+ estimated network service capacity
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Problems & Challenges
Cloud Operation NetworkFacility
• Rapid growth in the number of devices & High complexity of the network,
• High skill requirements for administrators
• Lack of automation in trafficmanagement
• Insufficient breadth and depth of monitoring,too many alarms, and critical alarms are overwhelmed
• Over-provisioning of resource
• Lack of unified management tool
• Lots of manual routine work
• Deployment
• Monitoring
• Update & Patch
• Troubleshooting
• Human error is still the biggest issue
• Data centers are the largest global energy users by 2025 at 4.5%, an increase from just 0.9% in 2015
• Cooling accounts for 40% of all data center energy consumed
• Energy consumption accounts for 30% of IDC cost
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What is AI?
Narrow AI
Dedicated to assist with or take over specific tasks
General AI
Take knowledge from one domain, transfers to
other domain
Supper AI
Machines that are in order of magnitude smarter
than humans
Acting
Thinking
RationallyHumanly
The science of making machines that: The three types/stages of AI:
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What can AI resolve - Energy optimization
A Design standards provide more cooling than necessary
BAirflow complexity and IT variability make it impossible to manually optimize
C The result is wasted energy and lost capacity
Control system
activated
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What have done
• Data Collection, Modeling and Analysis, improved PUE
• Gain customer insight by trends analysis, provide personalized offers according
usage behavior
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Energy Saving Improves the Operation Level of Data Centers
Achievements
The PUE of 21Vianet in Beijing data centers is around 1.35
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The Way Ahead -Romonet Partnership
Leading data center /IT infrastructure operator and provider In China
Rising data center predictive analytics
software and services provider in
UK, Around 30+ global customers
including :Amazon, Equinix, Campass
datacenters, Bank of America and so on
+ Weather data
Chillers and pumps metering
PDU metering
data
Lighting and power, gen preheating and
office load
PUE Optimization
Since Q3,2017, working on POC with joint-effort and targeting with PUE performance improvement for data center in 21Vnet
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The Way Ahead – AiDI Architecture
Dynamic Control with Adaptive AI Optimizes Cooling
IoT - Control
Optimize Cooling Capacity
Reduce Cooling Energy
Increase Cooling Reliability
Rack Sensors
Collect temperature
Control Modules
Collect cooling power &
temperature data
Gateways
Manage wireless
communication
AI Engine
Aggregates data.
Learns. Issues
control
commands.
OI - Prescriptive Analytics
Data Engine
Analyzes cooling
with predictive
models
“Insights to Action”
Analytics UI
Inform decision making
AI - Intelligence
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The Way Ahead — AI-Defined Infrastructure /AI-Defined Enterprise
AI-Defined
Enterprise
(AiDE)
AI-defined
Infrastructure
(AiDI)
Capability enhancement
• Elastic resource deployment
• Self-awareness & autonomous
• Reacting or proactively acting
• True real-time IT environment
AiDI enablement
• Sophisticated algorithm
• Machine learning
• Artificial intelligence
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Our customers: Unicorn companies growing with 21Vianet
65%