edge computing: enabling autonomy & ai with sw-defined hpc · 1/25/2018 · edge computing:...
TRANSCRIPT
Edge Computing: Enabling Autonomy & AI with SW-Defined HPCBrian McCarsonCTO of IoT Strategy and Sr Principal EngineerIntel Corporation
Accelerating the shift to an autonomous worldA guiding principle of Intel’s IoT strategy
AUTONOMOUSCONNECTED SMART
+AI
The coming flood of data…1.5 GB OF data /
DAY
3 TB OF data /
DAY
4 TB OF data /
DAY
40 TB OF data /
DAY
1 PB OF data /
DAY
Avg.Internet user
SMART HOSPITAL
Autonomous AUTOMOBILE
CONNECTED AIRPLANE
SMART Factory
By 2020
1.http://www.cisco.com/c/en/us/solutions/service-provider/vni-network-traffic-forecast/infographic.html2.http://www.cisco.com/c/en/us/solutions/collateral/service-provider/global-cloud-index-gci/Cloud_Index_White_Paper.html3.https://datafloq.com/read/self-driving-cars-create-2-petabytes-data-annually/1724.http://www.cisco.com/c/en/us/solutions/collateral/service-provider/global-cloud-index-gci/Cloud_Index_White_Paper.html5.http://www.cisco.com/c/en/us/solutions/collateral/service-provider/global-cloud-index-gci/Cloud_Index_White_Paper.html
1. Source: IDC FutureScape: Worldwide Internet of Things 2017 Predictions, https://www.idc.com/research/viewtoc.jsp?containerId=US40755816
2. Source: IDC FutureScape: Worldwide Internet of Things 2015 Predictions, https://www.idc.com/research/viewtoc.jsp?containerId=252872
§ By 2019 45% of data will be stored, analyzed, and acted on at the edge¹ § 50% of IoT deployments will be
network constrained by 20182
IoT Evolution…
DATA CENTER/ CLOUDTHINGS EDGE COMPUTE NETWORK INFRASTRUCTURE
IoT Evolution…
DATA CENTER/ CLOUDTHINGS EDGE COMPUTE NETWORK INFRASTRUCTURE
Drivers of a new paradigm of computing…
Edge and Fog Computing
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V
L
C
P
W
A
Volume and Cost of Data Transmission
Latency to/from Cloud
Lack of Persistent Connectivity
Privacy: Secure the Data Locally
Workload Consolidation
Analytics and AI
Edge & Fog Computing
Market Segments and Use Cases
Video / DSS Industrial Healthcare Smart City Retail
V A L A
W L P
V P W C W AAnomaly Detection Predictive Maintenance Clinical Fusion Traffic Monitoring Personalized
Factory Automation
Intel’s AI Portfolio…
Other names and brands may be claimed as the property of others. | ¥ Future.
Experiences
Platforms
Frameworks
Libraries
HardwareCompute and Acceleration Memory & Storage Networking
Intel® Python Distribution
Mlib BigDL
Intel® Computer Vision SDK
Movidius Fathom
Intel® Data Analytics Acceleration Library (DAAL) Intel® Math Kernel Library
(Intel® MKL, MKL-DNN)
Intel Nervana Graph¥
Intel® Nervana™ Cloud & Appliance
Intel Nervana DL Studio
Intel® Brain
More*
IOT Equipment BUILDERS
IOT Tech PROVIDERs
IOT Solution Providers
Ecosystem PARTNERS
Thank You