Transcript 幻灯片 1 - Huawei

Scalable On Demand, Convergent For Future
--Huawei Transport Big Data Solution
Transport Big Data Era Is Approaching…
Railway & Aviation
Info Access
Traffic Information
Collection
Intelligent
Parking
Traffic Guidance
System
Emergency Collaboration
& Command
Traffic Signal Control
System
Statistics Planning
& Decision-making
Traffic Simulation
& Prediction
Traffic Enforcement
Supervision
Public Information
Service
Telematics
Traffic Operation
Command
2PB+ traffic data generated per day, pieces of data 600M+
Source from: Transport Commission of Guangzhou Municipality
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Smart Card
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Transport Big Data Has 4V Characteristics
Massive Data Scale
• Traffic data storage space from TB to PB
• Traffic flow data, system log, tolling data, traffic
signal control data…
Fast Data Analysis and Processing
• On line response within 1 second
Various Data Type
• Video, image, sensor data, GIS information
• Documents, image and video unstructured
information accounts for 90% of traffic data
volume
Significant Data Value
Four characteristics of big data
Source from IDC
• Traffic simulation and planning
• Improve traffic operational efficiency
• Enhance traffic safety
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Big Data Copes With the Urban Traffic Challenge
Efficient traffic video
surveillance prior warning and
post analysis
Massive traffic data comparison,
analysis and assessment
……
Construct urban traffic
planning model based on
traffic data
Application
Layer
Big data platform management
and maintenance OM
Modeling, Algorithm (Noah: Lifelong Machine Learning / Human Computation etc,. )
App Engine Service Package / API
Streaming Processing
CEP/streaming
FusionCube
Non-constructed, semiconstructed Processing
Hadoop
Computation-intensive Categories:
Server with local hard disk, data
I/O on local hard disk
Platform
Layer
Constructed Processing
MPP ( Gauss )
Memory-intensive Categories:
Infrastructure
OceanStor 9000 provides HDFS
Layer
interface data I / O by centralizing
OceanStor 9000 on the OceanStor 9000
Massive storage, ultra-power computation capability is critical to big data processing
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OceanStor Big Data Storage Has Exceptional Performance
Innovative Architecture
Industry Leading 3 in 1 Technology
Architecture
Integrated Storage, Archiving and Analysis
Exceptional Performance
5M OPS, 3X Performance
200 GB/s Throughput, 10X Concurrence
5,000,000 OPS 288 Nodes
40 PB
55 TB
No.1Performance
No.1 Capacity
No.1 Global Cache No.1 Throughput
No.1 Scalability
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200 GB/s
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OceanStor Storage System Designed for Mission-Critical
Secure and Trusted
3 layer reliability, 99.9999% availability,
Mission-critical application always on
Flexible and Efficient
Million-level IOPS，2X industry level
the stable microsecond latency ,
improving speed by 10X
1,000,000 IOPS 16 Controller
7 PB
3 TB
0.7 ms
No.1 performance
No.1 capacity
No.1 cache
No.1 stable latency
No.1 reliability
All-Flash Storage System Skilled in Application Acceleration
Million-level IOPS
Dorado2100 G2/Dorado5100
N0.1
 Database
query time: 90%
On-line users : 24 X
Dorado5100

Start-up time of VDI ：50%
Quantity of VDI users ： 2 X
Dorado2100 G2
Reliable Architecture
 Active-active
•IOPS: 400,000 ( SPC-1)
•IOPS: 600,000 (SPC-1)
•Latency: 500 µs
•Latency: 500 µs
•4 enclosures x25 disks/
enclosure
•4 enclosures x 24
disks/enclosure
 FRUs
dual-controller architecture, No SPOF
are hot-swappable, easy maintenance
Fastest NAS System Guarantees Prompt Response to Traffic Events
High Performance
5,000,000
• 5,000,000+ OPS, No.1 performance
• Up to 200GB/s bandwidth to meet
transport big data requirements
3,064,602
1,112,705 1,512,784
High Efficiency
1,564,404
• Intelligent load balance, expansion of a
single node completed within 60 seconds
High Scalability
• Up to 288 Nodes scalability Linearly
N8000
N9000
• Up to 40 PB of single file system, 3X
capacity
Big Data Storage
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FusionCube Brings Customers Significant Value
1=
FusionCube
57M Residence Information
800 Seats Logistic Research Lab
30B USD Reporting & Analysis
791 Seconds 5.4B Records
5 Minutes 1 day transactions in
Huangpu District
……
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Cloud Fabric Solution Provides a Stable Network Platform
Core Switches
10GE TOR Switches
GE TOR Switches
CE5850-48T4S2Q-EI
CE6850-48T4Q-EI
CE5810-24T4S-EI
CE6850-48S4Q-EI
CE12816
CE12812
CE12808
Elastic Fabric
CE12804
CE5810-48T4S-EI
Virtualized Fabric
• High speed line cards:8 x 100 GE;
24 x 40 GE/96 x 10 GE
• 64Tbps large capacity， 2Tbps
slot bandwidth
• 18K+ 10GE servers access
• Network virtualization: 1:8 VS and
CSS reduce investment
Support four generations of
servers in a 10 year lifecycle
Investment protection, agile
business deployment
• TRILL: Large L2 network for VM
migration
• nCenter for rapid batch VM
migration
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High-quality Fabric
• All system components hot
backup
• Five non-blocking architecture
features
• DCB zero packet loss
• 2us low latency
Reliable network, carrying
high-valued service
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Booting VBL Performance Project
The Lucerne Public Transport Authority (VBL), of Lucerne,
Switzerland is an independent transport company owned by
the city of Lucerne. The job of VBL is to provide coordinated
public transportation services (primarily bus and trolleybus)
to the approximately 200,000 citizen of the Lucerne area,
not to mention numerous tourists and visitors.
Production Site
…
FC
switch
File
Server
Application
Server
Databas
e Server
File
Server
FC switch
Hyper\Mirror
OceanStor
S5500T
 Need minimum 5,000 IOPS for eliminating I/O bursts.
 The ICT infrastructure of VBL was processing larger and larger
amounts of data. Day after day, the system was oversubscribed,
which prevented smooth operation of the network.
Huawei Solution
DR Site
LAN
Application Databas
Server
e Server
Background & Challenges
FC
cable
OceanStor
S5500T
 2* Huawei OceanStor S5500T , Commitment of at least 5000 IOPS
(write and read-operations per second) without ground noise
 Smooth implementation and migration of all applications and
databases (VMware/Oracle)
 A completely redundant system (two-room concept with fail-safe
 disk arrays).
Customer Benefits
 Significant performance gains . Daily peaks can break through
Smart Cache and the batch processing jobs run smoothly during
off-peak hours. 5000 IOPS is ensured to the business;
 Huawei storage solution helps deliver much faster and stable
service, allowing VBL to meet the needs of its employees, partners
and customers.
Dorado5100 Solution of DAL
Deutsche Afrika-Linien (DAL) is a large voyage
transportation company whose services cover
Europe, Africa, North America, and South America.
DAL's services include shipping, warehousing, land
transportation, cargo handling, and shipping
management.
.
Background & Challenges
The DAL uses the self-developed MAP system. Based on the Oracle 11g
database, the MAP system supports both the online transaction processing
(OLTP) and online analytical processing (OLAP). The data processing must
be completed before 6:00 in the next morning to ensure smooth running of
services.
Due to service expansion, the number of the predicted daily transactions
will reach 150,000. Data consolidation and report output must be complete
within 3 hours at night to ensure that operations at night have no impact on
services next day.
Huawei Solution
Dorado5100 is used to replace the DS8300 and DS4800 managed by IBM
SVC , serving as the primary storage system of the Oracle database.
Customer Benefits
The data consolidation and plan generation time is reduced to 15 minutes,
The customer's service expansion will not be affected within 3 years.
Both the customer's services and sales volume grow by 50%. Plans are
generated in a timely manner. Costs for warehousing and ship scheduling
are controlled. Purchasing costs for server hardware, database software,
and services are cut down.
Cloud Fabric Solution Optimized ABC’s Data Center Network
Background
•
•
•
The Agricultural Bank of China (ABC) ranked No. 7 in The Banker's ''Top 1000 World
Banks'' list in terms of profit before tax for the year of 2010. The brand value reaches
USD 9.929 billion and ranked No. 18.
The new core service system will be provisioned. The network architecture must meet
requirements of the core service system and service development in the incoming ten
years.
The tier-1 branch networks and backbone network were reconstructed. After
reconstruction, the data center provides strong service guarantee for the headquarters,
36 tier-1 branches, 19,573 establishments, and 23,461 Chinese branch outlets.
Solution
•
•
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Each tier-1 data center uses four CE12800s. Two CE12800s function as core devices of the
production network, and the other two function as core devices of the office network.
Each tier-1 data center connects to Huawei high-end routers and two national data centers
at a high speed.
CE12800s use VRF virtualization technology to separate service traffic from different
branches and zones.
Benefits
•
•
Large capacity: Each card provides 2 Tbit/s throughput. Large-capacity and high-density
line-speed 10GE interfaces meet requirements for development in the incoming ten years.
Deep virtualization and secure isolation: The solution meets requirements for risk control,
cost reduction, and sustainable business.
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Together with Partners, We Facilitate Customers’ Success
t/output operations per second
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HUAWEI ENTERPRISE ICT SOLUTIONS A BETTER WAY
Copyright©2012 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.