technology – infrastructure, ai and more · technology – infrastructure, ai and more jeff...
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![Page 1: Technology – Infrastructure, AI and More · Technology – Infrastructure, AI and More Jeff Zhang, CTO Alibaba Group. 1. Alibaba Economy Expedites Technological Advancements 2](https://reader033.vdocuments.us/reader033/viewer/2022051602/5b01fa897f8b9a89598efb8e/html5/thumbnails/1.jpg)
Technology – Infrastructure, AI and MoreJeff Zhang, CTO Alibaba Group
![Page 2: Technology – Infrastructure, AI and More · Technology – Infrastructure, AI and More Jeff Zhang, CTO Alibaba Group. 1. Alibaba Economy Expedites Technological Advancements 2](https://reader033.vdocuments.us/reader033/viewer/2022051602/5b01fa897f8b9a89598efb8e/html5/thumbnails/2.jpg)
1. Alibaba Economy Expedites Technological Advancements
2. How Technology Supports Our Existing Business Growth
3. Technology Will Define Our Future and Reshape Business Boundaries
4. Alibaba Technology’s Core Beliefs
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1. Alibaba Economy Expedites Technological Advancements
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454 million / 507 millionUSD547billion EB level
Unparalleled Scale for Enterprise-level Applications
GMV* Annual active buyers* Mobile MAUs** Data
Notes: GMV, annual active buyer and MAU data are from our China Retail Marketplaces. * For the twelve months ended March 31, 2017. **For the month ended March 31, 2017.
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235
2016 11.11 Global Shopping Festival - New Record Secured by Technology
Countries and regions 175
Transactions/second at peakthousand 657
Delivery ordersmillions
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Alibaba is Built on Data
Affiliates & Investees
Ecosystem
PaymentLogistics
Credit
Location
FinancialRisk
Subscription
InsuranceCinema
Navigation Messaging
VideoIoTMusic Genre
Supply Chain
Overseas Logistics
Weather
Offline Retail
Government
Sports
Overseas Payment
Overseas Financial
Social
Alibaba GroupConsumer Transaction
CommentsTraffic
ProductsEngagement 8.27 Billion Daily internal data access calls at peak
20 Million HD Movies Data processing volume per day
Movie
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Optimizing Cost, Stability, Performance and Efficiency
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Robust Multi-tier Architecture Driving Tremendous Business Innovation
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SaaSBusiness Platform
Algorithm Platform
UED Platform
Search EngineVertical Technologies
PaaS Computing Platform Middleware Data Platform
laaS Storage Center Data Center Infrastructure Services
Multi-tier Architecture
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Rapid Business Integration
Rebuilt Lazada's seller platform within 3 months. Over 10 million Taobao products listed on Lazada.
Demand Response Time
59%
Multi-tier Architecture Accelerates Business Innovation
New Business Incubation Cycles
75%
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2. How Technology Supports Our Existing Business Growth
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Personalization
Technology Cultivated Solutions Targeting Business Needs
Search Security Customer Service
Computing Scale
User Experience
Business Collaboration …
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Personalization Technology
SearchRecommendation Marketing Merchants507 million Mobile MAUs*
+1 Billion Listings
* For the month ended March 31, 2017; in a given month, the number of unique mobile devices that were used to visit or access certain of our mobile applications at least once during that month.
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AI for Online Marketing
Machine Learning Deep Learning Real Time
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• Trillions of data are processed every day• Minute-level detection of invasive events and prevention,
hour-level tracing capabilities
Intrusion Prevention• Hundreds of Gbps DDoS attacks defending capabilities and
backup & disaster recovery within seconds • Successfully defended against the world’s largest DDoS
attack that lasted for 14 hours at peak volume of 453.8Gbps
DDoS
Big Data Enabled Risk Management & Security
Risk Management • 30 billion protective scans per day• Remote personal authentication system for
thousands of merchants based on biometric identification
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• Chatbot named “Store Concierge”
• Used by 100,000 merchants to deal with millions of customer inquiries
AI Powered Customer Service
Core Technology
GMV(USD) # of Service Calls
9.3 billion
17.8 billion
2014
2016 175 thousand
54 thousand
2014
2016 Data Mining
Personalized Recommendation
Context Dialogue
Knowledge Graph
Deep Learning
Semantic Comprehension
Intention Identification Speech
Recognition
11.11 Global Shopping Festival
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Infrastructure for Alibaba Cloud
Heterogeneous ComputingGreen IDC AliRack: Rack Scale SolutionIndependently Developed Network OS
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Data Computing Algorithm
Application Scenarios
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Data Computing Algorithm
Application ScenariosAlibaba Economy Is A World-leading Use Case for AI
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3. Technology Will Define Our Future and Reshape Business Boundaries
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Deep Learning Framework
Optimized for Reinforcement Learning
Online Learning (real time)
Very Large Scale (50 billion parameters)
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Speech Technology
• Intelligent Monitoring and Analysis of Call-Center Audio Recordings
• Court Trial Transcription
• Voice Interaction System for Internet Car
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Voice-Controlled Intelligent Platform
Home Hotel Education Entertainment
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• Global winner of the ICDAR robust reading competition
• Identify malicious ads and detect illegal products
OCR (Optical Character Recognition)• Semantic search based on cross-media retrieval
• Fully implemented on Taobao App
Image Understanding
Image Technology
Image Search
• Offline index and online query for billions photos
• Pailitao’s UV over 10m per day
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Video Technology
• End-to-End Deep Neural Network
• Comprehensive Analysis and Understanding of Voice, Audio, OCR and other Multi-modality Signals
• Record Holder for Kitti Vision Benchmark Suite Competition(90.46%)
Tmall Box’s Personalized Recommendation
Hangzhou City Brain
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IoT Cloud-based Integration Services
First ITU –T Standard for IoT Device Identity
ID2
First National Standard of IoT Platform Accessing
Alink
The Largest Household Appliance IoT Platform in China
Cloud-based IoT Platform
Intelligent Industry Intelligent City Intelligent LifePartner Brands
400+
(Source: Alibaba)
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Electronic Shelf Label (ESL) - New Retail Infrastructure
Synchronize online and offline data capture and digitize offline user behavior
Online Offline
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4. Alibaba Technology’s Core Beliefs
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Alibaba Inside
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