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QNAP NAS打造私有雲平台
Your private IoT cloud platform
QNAP Systems, Inc.
QNAP QIoT
Your private IoT cloud platform
QNAP Systems, Inc.
IoT devices are everywhere,
Do you have the right SW
for that ?
Public Cloud
Private Cloud
Public Cloud VS Private Cloud
Publicly-shared
virtualized resources
Suitable for
non-confidential
information
Supports connectivity
over the Internet
Supports multiple
users
Paid for monthly or by
usage
Privately shared
virtualized resources
Suitable for confidential
information & core
systems.
Connectivity over
Internet, fiber and
private network
A cluster of dedicated
users
One-time cost
Don’t feel like paying continuously while
enjoying the benefit of IoT?
QNAP has a solution for you !
QIoT Container
Use containers to build a micro service architecture
QNAP Systems, Inc.
Install &Login
Lightweight app virtualization solution
Container Station supports a
lightweight virtualization. By
sharing the kernel with the host
system, users can apply this on
various cloud service platforms
that support Docker® without
installing the operating system.
Install &Login
Rich containerized apps
Container Station provides popular
and fully-configured applications with
just one click to deploy them.
Download any of the 45,000+
applications from our built-in Docker®
Hub Registry.
Simply search "IoT" in Container
Station, deploy proper containers,
and create diverse IoT applications
with QIoT Containers.
QIoT Suite Lite
Create your private IoT cloud platform
QNAP Systems, Inc.
QIoT Suite Lite
• Integrated Intelligent IoT Platform
• Ecosystem partnership model : Create win-win
• Key success Drivers:
✓Strategic Alliance Partners
✓SI with Domain Knowledge
✓Applications - driven
QIoT Suite Lite
Designed for the most Demanding Requirements
Stage 1. Data Collecting
• Sensors
• Devices
• Development Board
Stage 2. Data Processing
• Rules Setting
• Threshold
• Local Storage
Stage 3. Data Visualization
• Show Data in Charts & Tables
Applications
QNAP QIoT
Protocol & development board
• Support Protocol:
MQTT, MQTTS, HTTP, HTTPS and CoAP
• Quick set up :
Arduino Yun - Python
Raspberry Pi - Node.js
MTK 7688(Duo) – Python
Intel Edison - Node.js
1
2
3
Smart Farm application
Data transmission
Generating reports
& taking actions
Analyzing Data
• Action can be taken in real-time.
• Operation efficiency.
Visualizing Reports
• Optimize farm management &
resource usage.
Data collecting
& processing
Friendly Interface
User Management control authentication,
establish secure connection
Current platform status
Rule Engine
Customized Node-RED
provides graphic interface
design
Transfer Data to Third Party Services
Push the collected data to Power BI for further
data analysis
Case Study - Indoor Air Quality
Various of products
✓Enterprise – Enterprise level NAS
✓ SMB - Thunderbolt NAS
✓ SMB – High level
✓ SMB – Middle level
✓ SMB – Entry level
✓ Home – High level
QIoT Suite Lite supporting list
• QTS system specifically designed for QNAP NAS, provides robust base
operating platform
• 24/7 storage, high expansion capacity, efficient operation
• Diversity of product options offering suitable solutions for different business
scale
Support IEI TANK
More QIoT application
QBoat Sunny
QBoat Ferries Your Versatile IoT Devices
to the World of Cloud Computing
First IoT Mini Server for Makers
● Compact size (12cm x 12cm)
● Affordable
● Easy to use
● Dual functions: a server and a gateway
● Saving costs of cloud services
● Suitable for small-scale IoT systems
● Can be scaled up to a large IoT system
● Flexible network configuration
● A rich variety of application from App
● Center in the QTS Lite
● Support LXC/Docker containers
QBoat Sunny in the IoT Ecosystem
Nodes
IoT LAN
LAN
Rule Engine
Web Server
● Big Data Analysis
● Deep Learning/AI
● Database Mgmt
Medium to Large IoT system Smaller IoT System
Gateway/Server
Msg Broker
Basic Data Storage
QBoat Sunny – Small But Powerful
2GB DDR3 RAM
(4x 512MB)
12cm
AL314 4-Core ARM
A15 CPU @1.7GHz
12cm
512MB NAND Flash
QBoat Sunny – Small But Powerful
RTC BAT
3x GbE Ports
2x USB 3.0
Debug Console
m.2 PCIe A key slot for
Wi-Fi
Audio In/Out
12V Power Input
SSD slots for RAID0/1
2x 2280/2260 m.2 SATA
Fan Connector
LED Indicator
Reset Button
Power Button
QBoat Sunny Software Features
●All new QTS Lite operating system
●Professional storage management system
●Supports qpkg software ecosystem
●Supports Container Station/QIoT Container
●Supports QIoT Suite Lite
●Advance network management through the built-in
Network & Virtual Switch app
●Supports Hybrid Backup Sync
●Remote management via myQNAPcloud
AI
Artificial Intelligence
DL
Deep Learning
ML
Machine Learning
AI/ML/DL: the buzzwords…
Deep Learning is a branch
of machine learning that
involves layering
algorithms in an effort to
gain greater understanding
of the data.
Machine Learning is a
collection of algorithms that
can learn from and make
predictions based on recorded
data, optimize a given utility
function under uncertainty,
extract hidden structures from
data, and classify data into
concise descriptions.
Artificial intelligence is a
branch of science which is
into making machines
think like humans.
Ride the AI wave with "QuAI" from QNAP
QuAI
+ =
QuAIAI QNAP NAS
AI Developer Package
Is intended for data scientists and developers to quickly build, train, and
optimize their AI Models on QNAP NAS.
Pain points for data scientists
1. Using laptops/desktops to develop their model, but storage and computing resources
are limited. A workstation with GPU and storage is needed to train / validate their
model.
2. Lack of knowledge to setup NVIDIA GPU drivers, containers, GPU passthrough, etc.
3. Lack of knowledge to setup data backup/sharing, network configurations, etc.
FUTUREPAST
AI Development with QuAI
Build Train Tune Deploy
QuAI with GPU Accelerated Computing
• Fuel QuAI development with GPU-accelerated computing.
• QNAP NAS integrates the capabilities of a PCIe graphics card
into QTS and in-turn to Container Station.
• With the power of modern graphics cards in QNAP NAS,
performance of AI modeling can be greatly boosted.
QuAI Architecture
QuAI
Containers
GPU Card
CNTK MXNet TensorFlow Caffe
QTS 4.3.4
QNAP NAS + GPU
Container Station
Supports multiple frameworks/libraries
Install and run QuAI from App Center inside QTS
Insert a compatible* graphics card into NAS
Install Graphics Card Drivers
Set GPU Allocation to QTS
Resource allocation
For the GPU to be used with QTS, NVIDIA GPU
Driver needs to be installed from App Center.
Single
selection only!
Create required framework containers in
Container Station
1
2
3
Why QNAP NAS for AI?
Low investments and
high gains
• Relatively lower total cost of ownership,
compared to workstations.
• One time cost against complex billing
model of public cloud platforms.
• Higher cost efficiency with QNAP NAS.
It's FAST, it's EASY and
It's QuAI
• QuAI helps setup AI environment in few quick
and easy steps.
• Provides an advanced wizard for quick GPU
configurations.
• It takes just few minutes, against few hours on
workstations.
Why QNAP NAS for AI ?
Designed to manage huge data
• Unique and most sophisticated storage management
capabilities with new Storage and Snapshots Manager.
• Provides almost unlimited storage.
• Qtier identifies hot and cold data through self-learning based
on data access frequencies.
Why QNAP NAS for AI ?
High IOPS
Accelerate IOPS performance for
your IOPS-intensive AI applications
with QNAP’s SSD cache
technology.
SSDs
Hot Data
HDDs
Cold Data
Why QNAP NAS for AI?
Multiple layers of data protection
Built on the security first principal to
minimize the risk of data breaches with
multiple data protection mechanisms, and
user privilege controls.
Why QNAP NAS for AI?
QTS 4.3.4
QNAP NAS with QTS, the most stable, robust,
comprehensive and Intelligent operating
system, is a strong foundation for your AI
applications and training frameworks.
Why QNAP NAS for AI?
Availability of Huge Training Data:
Leverage huge and diverse data which is readily available from huge range of
QNAP NAS applications to train your AI Models.
QuAI Deep Learning Model
Supported Models and System Requirements
TS-x77
System Requirements:
QTS 4.3.4 and above; Container Station v1.8 and above
Supported Graphics Cards: (TBD)
NAS Models
Brand Model
ASUS DUAL-GTX1050-O2G-GAMING
ASUS GPH-GTX1050-2G
ASUS PH-GTX1050TI-4G
ASUS PH-GTX1060-3G
EVGA GTX1050 2G SC
EVGA GTX1050TI 4G SC GAMING
EVGA GTX1060 6G SC GAMING
GIGABYTE GV-N1050TD5-4GD
GIGABYTE GV-N1070IXOC-8GD
Brand Model
MSI GTX1050 TI 4GT LP
MSI GTX1060 6GT OCV1
MSI GTX1060 AERO ITX 3G OC
NVIDIA Quadro M2000
NVIDIA Quadro P2000 5G
NVIDIA Quadro P4000
Thanks for
your attention!
QuAI
Machine
Learning
Deep learning
Predictive Analysis
NLP
Translation
Classification and
clustering
Information extraction
Speech
Speech to text
Text to Speech
Robotics Vision
Image recognition
Machine vision
Applications of QuAI
QNAP NAS打造私有雲平台

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QNAP NAS打造私有雲平台

  • 1. QNAP NAS打造私有雲平台 Your private IoT cloud platform QNAP Systems, Inc.
  • 2. QNAP QIoT Your private IoT cloud platform QNAP Systems, Inc.
  • 3. IoT devices are everywhere, Do you have the right SW for that ?
  • 4. Public Cloud Private Cloud Public Cloud VS Private Cloud Publicly-shared virtualized resources Suitable for non-confidential information Supports connectivity over the Internet Supports multiple users Paid for monthly or by usage Privately shared virtualized resources Suitable for confidential information & core systems. Connectivity over Internet, fiber and private network A cluster of dedicated users One-time cost
  • 5. Don’t feel like paying continuously while enjoying the benefit of IoT? QNAP has a solution for you !
  • 6.
  • 7. QIoT Container Use containers to build a micro service architecture QNAP Systems, Inc.
  • 8. Install &Login Lightweight app virtualization solution Container Station supports a lightweight virtualization. By sharing the kernel with the host system, users can apply this on various cloud service platforms that support Docker® without installing the operating system.
  • 9. Install &Login Rich containerized apps Container Station provides popular and fully-configured applications with just one click to deploy them. Download any of the 45,000+ applications from our built-in Docker® Hub Registry. Simply search "IoT" in Container Station, deploy proper containers, and create diverse IoT applications with QIoT Containers.
  • 10. QIoT Suite Lite Create your private IoT cloud platform QNAP Systems, Inc.
  • 11. QIoT Suite Lite • Integrated Intelligent IoT Platform • Ecosystem partnership model : Create win-win • Key success Drivers: ✓Strategic Alliance Partners ✓SI with Domain Knowledge ✓Applications - driven QIoT Suite Lite
  • 12. Designed for the most Demanding Requirements Stage 1. Data Collecting • Sensors • Devices • Development Board Stage 2. Data Processing • Rules Setting • Threshold • Local Storage Stage 3. Data Visualization • Show Data in Charts & Tables Applications
  • 14. Protocol & development board • Support Protocol: MQTT, MQTTS, HTTP, HTTPS and CoAP • Quick set up : Arduino Yun - Python Raspberry Pi - Node.js MTK 7688(Duo) – Python Intel Edison - Node.js
  • 15. 1 2 3 Smart Farm application Data transmission Generating reports & taking actions Analyzing Data • Action can be taken in real-time. • Operation efficiency. Visualizing Reports • Optimize farm management & resource usage. Data collecting & processing
  • 16. Friendly Interface User Management control authentication, establish secure connection Current platform status
  • 17. Rule Engine Customized Node-RED provides graphic interface design
  • 18. Transfer Data to Third Party Services Push the collected data to Power BI for further data analysis
  • 19. Case Study - Indoor Air Quality
  • 20. Various of products ✓Enterprise – Enterprise level NAS ✓ SMB - Thunderbolt NAS ✓ SMB – High level ✓ SMB – Middle level ✓ SMB – Entry level ✓ Home – High level QIoT Suite Lite supporting list
  • 21. • QTS system specifically designed for QNAP NAS, provides robust base operating platform • 24/7 storage, high expansion capacity, efficient operation • Diversity of product options offering suitable solutions for different business scale Support IEI TANK
  • 23. QBoat Sunny QBoat Ferries Your Versatile IoT Devices to the World of Cloud Computing
  • 24. First IoT Mini Server for Makers ● Compact size (12cm x 12cm) ● Affordable ● Easy to use ● Dual functions: a server and a gateway ● Saving costs of cloud services ● Suitable for small-scale IoT systems ● Can be scaled up to a large IoT system ● Flexible network configuration ● A rich variety of application from App ● Center in the QTS Lite ● Support LXC/Docker containers
  • 25. QBoat Sunny in the IoT Ecosystem Nodes IoT LAN LAN Rule Engine Web Server ● Big Data Analysis ● Deep Learning/AI ● Database Mgmt Medium to Large IoT system Smaller IoT System Gateway/Server Msg Broker Basic Data Storage
  • 26. QBoat Sunny – Small But Powerful 2GB DDR3 RAM (4x 512MB) 12cm AL314 4-Core ARM A15 CPU @1.7GHz 12cm 512MB NAND Flash
  • 27. QBoat Sunny – Small But Powerful RTC BAT 3x GbE Ports 2x USB 3.0 Debug Console m.2 PCIe A key slot for Wi-Fi Audio In/Out 12V Power Input SSD slots for RAID0/1 2x 2280/2260 m.2 SATA Fan Connector LED Indicator Reset Button Power Button
  • 28. QBoat Sunny Software Features ●All new QTS Lite operating system ●Professional storage management system ●Supports qpkg software ecosystem ●Supports Container Station/QIoT Container ●Supports QIoT Suite Lite ●Advance network management through the built-in Network & Virtual Switch app ●Supports Hybrid Backup Sync ●Remote management via myQNAPcloud
  • 29.
  • 30. AI Artificial Intelligence DL Deep Learning ML Machine Learning AI/ML/DL: the buzzwords… Deep Learning is a branch of machine learning that involves layering algorithms in an effort to gain greater understanding of the data. Machine Learning is a collection of algorithms that can learn from and make predictions based on recorded data, optimize a given utility function under uncertainty, extract hidden structures from data, and classify data into concise descriptions. Artificial intelligence is a branch of science which is into making machines think like humans.
  • 31. Ride the AI wave with "QuAI" from QNAP QuAI + = QuAIAI QNAP NAS AI Developer Package Is intended for data scientists and developers to quickly build, train, and optimize their AI Models on QNAP NAS.
  • 32. Pain points for data scientists 1. Using laptops/desktops to develop their model, but storage and computing resources are limited. A workstation with GPU and storage is needed to train / validate their model. 2. Lack of knowledge to setup NVIDIA GPU drivers, containers, GPU passthrough, etc. 3. Lack of knowledge to setup data backup/sharing, network configurations, etc. FUTUREPAST
  • 33. AI Development with QuAI Build Train Tune Deploy
  • 34. QuAI with GPU Accelerated Computing • Fuel QuAI development with GPU-accelerated computing. • QNAP NAS integrates the capabilities of a PCIe graphics card into QTS and in-turn to Container Station. • With the power of modern graphics cards in QNAP NAS, performance of AI modeling can be greatly boosted.
  • 35. QuAI Architecture QuAI Containers GPU Card CNTK MXNet TensorFlow Caffe QTS 4.3.4 QNAP NAS + GPU Container Station
  • 37. Install and run QuAI from App Center inside QTS
  • 38. Insert a compatible* graphics card into NAS
  • 40. Set GPU Allocation to QTS Resource allocation For the GPU to be used with QTS, NVIDIA GPU Driver needs to be installed from App Center. Single selection only!
  • 41. Create required framework containers in Container Station 1 2 3
  • 42. Why QNAP NAS for AI? Low investments and high gains • Relatively lower total cost of ownership, compared to workstations. • One time cost against complex billing model of public cloud platforms. • Higher cost efficiency with QNAP NAS. It's FAST, it's EASY and It's QuAI • QuAI helps setup AI environment in few quick and easy steps. • Provides an advanced wizard for quick GPU configurations. • It takes just few minutes, against few hours on workstations.
  • 43. Why QNAP NAS for AI ? Designed to manage huge data • Unique and most sophisticated storage management capabilities with new Storage and Snapshots Manager. • Provides almost unlimited storage. • Qtier identifies hot and cold data through self-learning based on data access frequencies.
  • 44. Why QNAP NAS for AI ? High IOPS Accelerate IOPS performance for your IOPS-intensive AI applications with QNAP’s SSD cache technology. SSDs Hot Data HDDs Cold Data
  • 45. Why QNAP NAS for AI? Multiple layers of data protection Built on the security first principal to minimize the risk of data breaches with multiple data protection mechanisms, and user privilege controls.
  • 46. Why QNAP NAS for AI? QTS 4.3.4 QNAP NAS with QTS, the most stable, robust, comprehensive and Intelligent operating system, is a strong foundation for your AI applications and training frameworks.
  • 47. Why QNAP NAS for AI? Availability of Huge Training Data: Leverage huge and diverse data which is readily available from huge range of QNAP NAS applications to train your AI Models. QuAI Deep Learning Model
  • 48. Supported Models and System Requirements TS-x77 System Requirements: QTS 4.3.4 and above; Container Station v1.8 and above Supported Graphics Cards: (TBD) NAS Models Brand Model ASUS DUAL-GTX1050-O2G-GAMING ASUS GPH-GTX1050-2G ASUS PH-GTX1050TI-4G ASUS PH-GTX1060-3G EVGA GTX1050 2G SC EVGA GTX1050TI 4G SC GAMING EVGA GTX1060 6G SC GAMING GIGABYTE GV-N1050TD5-4GD GIGABYTE GV-N1070IXOC-8GD Brand Model MSI GTX1050 TI 4GT LP MSI GTX1060 6GT OCV1 MSI GTX1060 AERO ITX 3G OC NVIDIA Quadro M2000 NVIDIA Quadro P2000 5G NVIDIA Quadro P4000
  • 50. QuAI Machine Learning Deep learning Predictive Analysis NLP Translation Classification and clustering Information extraction Speech Speech to text Text to Speech Robotics Vision Image recognition Machine vision Applications of QuAI