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TechnologytrendsdrivingHPC
TrishDamkroger
VP&GMExtremecomputing
IntelDatacenterGroup
Cloud
Service
Provider
Clout
On-Prem,
Hybrid,
Public…
“X”aaS
Cloud
Natives
Ourcompute
Landscape
Billions of
Devices
Connecting
the
Unconnecte
d
Intelligent
Edge
Ubiquito
us
Sensing
E2E
5G
Service-
centricSW
Define
d
Time
based
Data
Deluge
Disrupt or
be
Disrupted
Breakthrou
gh Business
Models
“X”-Tech
Electrified
Connected
&
Cooperative
Automated
&
Autonomo
us
Mobility
on
Demand
Machi
ne
Sensin
g
Autonomo
us
Machines
AI
AI Business
Innovation
HPCmarketOpportunity
HPC Value
~$500 ROI
per $1
Invested
HPC
Workloads
69% Private
Cloud
Data Analytics
Server Revenue
17% CAGR
AI-HPC CAGR
30% by
2021
3Source: Hyperion Research 2017, 2018 Research Reports
KeyTrends
Exponential Data growth
Cloud directive New workloads &
Workflows
5
ANexplosionofdata
gigabytes
per day
1.5 terabytes
per day
terabytes
per day
terabytes
per minute
418 3
Newbusinessmodels
aredriving
Source: Amalgamation of industry and analyst data- see notes
Clouddirective
6
The Long Rise
of HPC in the
Cloud
The cloud is great for HPC:
Scientists rejoice: It’s raining
TeraFLOPS from the cloud
HPC finally
climbs into the
cloud
https://ec.europa.eu/digital-single-market/en/policies/cloud-computing
7
SampleworkloadsripeforHPCPrivateCloud
 Banking–CVA,DVA,
compliance,regulatory
 CapitalMarkets
 Insurance
 CAE(CFD/FEA)-EDA,
 CHEME-Gaussian
 MechanicalDesign
 SeismicProcessing
 ReservoirModeling
 Seismicshops
FSIManufacturing O&G
 Moleculardynamics:
Genomics
 Molecularimaging
Lifesciences
26%nowruntheirmostimportantHPCworkloadinaprivatecloud*.69%ofthesitesusePRIVATECLOUDfor>10%ofHPCworkloads*
*Source: Hyperion Research 2017, 2018 Research Reports
machinelearningandAIarethefastestgrowing
cloud-basedworkloads,withdeployments
expectedtonearlydoubleby2019
Workloads in the cloud
Source: Google survey https://www.datanami.com/2017/10/26/ai-machine-learning-among-top-cloud-workloads/y
TheaIfutureis
closerthanit
seems
9
Highperformancedataanalytics-AI:currentstate
10
SmartEconomics Autonomousdriving
Smartfactory Predictiveanalytics
Newworkloads&Workflows
Vision:Unifyingthe“3Pillars”
12
Domain Platform
Abstractions
Domain Runtime
Environments
(Domain-aware
RM plug-ins)
Global Resource
Management
Resource
Provisioning
(Compute,
Network, Storage)
Infrastructure
Abstractions
Resource Pools
(Public & Private)
Multi-domain Resource Manager
HPC
(e.g., MPI, SHMEM)
(e.g., Cobalt, SLURM)
Compute
(Intel® Xeon ® processor, Intel®
Xeon Phi™, FPGA)
Storage Abstractions
(e.g., POSIX, Object, Block, HDFS, DAOS)
Object Stores
(e.g.,RADOS (Ceph), AWS S3, Swift,
Lustre OST)
Networking
(Intel® OmniPath Architecture,
Ethernet, IB)
HPC,AnalyticsandBigData,AIandMachineLearning
AI ML DL
(e.g., Tensor Flow)
(e.g., Caffe)
Big Data
Analytics (e.g.,
Hadoop)
(e.g., YARN, Spark
RM)
SDI Virtualized Provisioning
(e.g., OpenStack, AWS, Azure, Google, Containers)
Bare-metal Provisioning
(e.g., xCAT, Warewulf, Ironic)
Legalnoticesanddisclaimers
All information provided here is subject to change without notice. Contact
your Intel representative to obtain the latest Intel product specifications and
roadmaps.
Intel, the Intel logo, Xeon, Intel Xeon Phi, are trademarks of Intel
Corporation in the U.S. and/or other countries.
*Other names and brands may be claimed as the property of others.
© Intel Corporation
Aug14 2018 trish damkroger intel

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