Intelligence artificielle - msfrstorage.blob.core.windows.net® architecture-based storage and solid...
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experiences.microsoft.fr #experiences17
Microsoft experiences’17#experiences17
Cloud &DATA Center
Things & Devices
MEMORY
FPGA
IOT: The challenge
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
MANUFACTURING
INDUSTRIALENERGY
HEALTHCARE
PUBLIC SECTOR
Transportation
AUTOMOTIVESMAR
TBUILD
ING
SMART
HOMERETAI
L
SMART
cities
IOTenabling
transformation
Pumps, valves, conveyers, motors,
assembly, water systems,
pipelines, turbines
Shelf, Displays, Signage, Promos,
POS, Kiosks
Appliances, Energy,
Entertainment, Security
HVAC Systems, Escalators,
Elevators, Access Control,
Lighting
Ships, Vehicles, Fleets, Traffic
Sys, Rail, Bus, Taxi, Parking,
Tolls, Signs, Tags
Monitoring, Imaging,
Diagnostic, Surgical, Beds,
Pumps, Implants
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
New Innovations
New Capabilities Cost Reduction
Faster Time to Insight
Business Efficiency
Top Three Business Priorities :
• Source: Gartner (September 2016); 451 Research (2016); Q: What is your organization’s most important 12 month IT goal? (N=798)
1 2 3
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
3 phases of iot
Connected smart autonomous
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
Top Challenges for Enterprise IT
IT must transform the
business with new compute,
storage, & network
capabilities with greater
efficiencies.
IT must leverage agility and
efficiency of hybrid and
multi cloud environment
IT must extract better
insight from data faster with
higher ROI.
IT must remain in control
of all data so as to protect
the enterprise and its
people.
Delivering solutions to enable the digital transformation
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
Finding the Optimal Cloud...
Technical
Ecosystem
Business
It’s a Balancing Act
Source: Intel Internal. DCG Q42016
Workload Placement Decision Factors
Business
Considerations
Agility/Time to
market
Legal/Regulatory
Total cost of
ownership
Technical
Considerations
Performance
Integration
Data Size
Security
Ecosystem
Considerations
Mature SaaS
offerings
CSP services
Cloud expertise
accessibility
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
Configurable Cloud
Data Center
5G
Internet
of Things
Network Transformation
(SDN/NFV)
Technology Trends New Applications New Workloads
▪ Virtual Reality (VR)▪ Augmented Reality (AR)▪ Artificial Intelligence▪ Video & Speech Processing▪ Big Data Analytics▪ Packet processing▪ Security
Future of Computing
Configurable Cloud
• Single architecture for all compute, network
and storage acceleration needs
• Scale-out for for hyperscale cloud
• Power efficiency
• Flexible, multi-function accelerator
+
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
FPGAs As Reconfigurable Accelerators
Modern Data Center Facts
3-5 year Life Cycle
High CAPEX and OPEX
Requirement to support rapid scale-out
Flexibility to adapt to rapidly changing
workloads
FPGAs Maximize ROI
One Architecture efficiently implements many workloads
Application flexibility
Reconfiguration in µs
Power efficient
✓✓✓✓
CloudDATA Center
Alternative Accelerators
GPU Network Processor FPGA
Throughput ✔ High ✔ High ✔ High
Latency High ✔ Low ✔ Low
Power High ✔ Low ✔ Low
General computing ✔ Yes No ✔ Yes
FPGA provides optimal networking & compute combination
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
Why build your IOT solutions with Intel
cost savings with scalability
streamlined manageability and
analytics
multilayered, end-to-end security
End-to-end interoperability
to scale applications and services
Seamless data management
and analytics from thing
to network to cloud
A chain of trust rooted
in the hardware and linked
throughout the software
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
Taking advantage of Optimized Solutions Powered by Intel®
Delivering Optimal TCO, Performance, and Efficiency
Solid State Drives
Ecosystem Enabling
Intel® Storage Builders
Integrated Software
Vendors
Open standards/ open
source contributions
Storage Accelerators &
SoCs
Software
Storage acceleration
libraries (ISA-L)
Intel® CAS - Cache
Acceleration Software
Intel® Xeon®
Hyper-Threading
Intel® OPA
Intel® AVX 512
Intel® QAT
DDR4 Memory Speed
Ecosystem Enabling
Intel® Cloud
Builders
Open Programmable
Acceleration Engine
(OPAE)
SecurityIntel® TXT w/ OTA
Intel® AES-NI
Intel® Secure Key + RDSEED
Intel® Supervisor Mode
Access Prevention (SMAP)
Software
Open Attestation SDK
Intel® Data Center
Manager: KVM gateway
Intel® Node Manager
Intel® Service Assurance
Administrator
Intel® Architecture
Intel® Virtualization
Technologies (Intel® VT)
Ecosystem Enabling
Intel® Open Network
Intel® Network Builders
Network Acceleration
Communications
chipset
Intel® Ethernet CNAs
Software
Intel® QuickAssist APIs
Data Plane Development
Kit
ComputeIntel® Xeon® processor family
Intel® FPGA acceleration
StorageIntel® architecture-based
storage and solid state drives
NetworkIntel® Ethernet
*Other names and brands may be claimed as the property of others.
*All names and brands may be claimed as the property of Intel.
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
The Future of Manufacturing is Happening Now at Intel
Advanced AnalyticsIntegrated Manufacturing Line Machine Learning
Big Data Delivers Year-Over-Year Gains in Uptime and Output
5 billion DATA POINTS
PER DAY PER FACTORY
• Increased uptime
• Accelerated output
• Higher yield
• Lower mean time to repair
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
INDUSTRIES DIGITAL transforMATION
Consumer
Health Finance RetailGovernment
EnergyTranspo
rtIndustri
alOther
Smart Assistants
Chatbots
Search
Personalization
Augmented Reality
Robots
Enhanced Diagnostics
Drug Discovery
Patient Care
Research
Sensory Aids
Algorithmic Trading
Fraud Detection
Research
Personal Finance
Risk Mitigation
Support
Experience
Marketing
Merchandising
Loyalty
Supply Chain
Security
Defense
Data Insights
Safety & Security
Resident Engagement
Smarter Cities
Oil & Gas Exploration
Smart Grid
Operational Improvement
Conservation
Automated Cars
Automated Trucking
Aerospace
Shipping
Search & Rescue
Factory Automation
Predictive Maintenance
PrecisionAgriculture
Field Automation
Advertising
Education
Gaming
Professional & IT Services
Telco/Media
Sports
exam
ple
s
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Workloads are more than artificial intelligence (AI).
Autonomous vehicles need a car-to-cloud solution.
Some critical algorithms haven’t even been developed yet.
System designs will need to change down the road.
Intel powers hundreds of level 4 and level 5 test vehicles.
Five Things You Should Know about Autonomous Vehicles
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
Building the Best Autonomous Brain
Perception
Strategy
Action
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
MODEL TRAINING
ENDPOINT MANAGEMENT
BIG DATA & STATISTICAL ANALYTICS
DATA FORMATTING
ANNOTATION
DATASET MANAGEMENT
DATA AGGREGATION
REAL TIME HD MAP UPDATES
CAR-TO-CAR COMMUNICATION
ANOMALY NOTIFICATION
CROWD SOURCED DATA DISTRIBUTION
PUBLIC AND PRIVATE DATA SECURITY
MODEL INFERENCE
TRAJECTORY ENUMERATION
PATH PLANNING
ENVIRONMENT MONITORING
SENSOR PROCESSING
SENSOR FUSION
t h i n g sN e t w o r
k
Intel® IOT PlatformC L O U D
SuStained by Intelligent cloud and connectivity
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Microsoft experiences’17#experiences17
libraries Intel® Math Kernel Library (MKL, MKL-DNN)
platforms
Frameworks
Intel® Data Analytics Acceleration Library
(DAAL)
hardware Memory & Storage NetworkingCompute (CPU, FPGA, Asics)
Intel® Python Distribution
MllibBigDL
Intel® Nervana™ Graph*
experiences
*FutureOther names and brands may be claimed as the property of others.
*
Intel® Artificial intelligence portfolio
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Intel® Nervana™ Cloud & System
Intel® Nervana™ Deep Learning Studio
Intel® Computer Vision SDK
Movidius™Technology
Microsoft experiences’17#experiences17
libraries Intel® Math Kernel Library (MKL, MKL-DNN)
platforms
Frameworks
Intel® Data Analytics Acceleration Library
(DAAL)
hardware Memory & Storage NetworkingCompute (CPU, FPGA, Asics)
Intel® Python Distribution
MllibBigDL
Intel® Nervana™ Graph*
experiences
*FutureOther names and brands may be claimed as the property of others.
*
Intel Optimization on Azure Services and
Cognitive APIs
Intel® Artificial intelligence portfoliowith Microsoft
From Intelligent Edge to Intelligent Cloud : Intel unique value proposal for your AI projects
Intel® Nervana™ Cloud & System
Intel® Nervana™ Deep Learning Studio
Intel® Computer Vision SDK
Movidius™Technology