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Data Science and The Future of Compute“Know thy data, know thyself.”
HP Confidential. For use by HP or Partner with Customers under HP CDA only.© Copyright 2019 HP Development Company, L.P. The information contained herein is subject to change without notice.
Jared DameDirector of AI and Data Science HP
HP Confidential1
HP Confidential - Internal Use Only
Data:
The Fourth Paradigm of Science…
…& Foundation of Digital Business
EMPIRICAL
THEORETICAL
COMPUTATIONAL DATA DRIVEN
HP Confidential. For use by HP or Partner with Customers under HP CDA only.
…Consider the fact that the total number of businesses world wide is
approaching 200 million!
>1 Trillion Business Challenges and Problems exist and are growing daily
Data and Future Compute
HP Confidential. For use by HP or Partner with Customers under HP CDA only.
•2.5 quintillion bytes of data are created daily
•By 2020 Every person will generate an excess 1.7MB per second
Data the renewable and continuously growing resource!
HP Confidential5
Raw Data to Refined Data
HP Confidential6
HP Confidential7
8
Data Science
1
Data Science
3
Data Science
2
Data Science
4
Data Science Types or Personas
Data StrategyOverall Technical RequirementsData Collection, Format, StoredWS Buyer
https://www.forbes.com/sites/nvidia/2019/02/26/how-to-build-a-data-science-dream-team/#402787035b2d
Your Citizen Data ScientistGatekeep for the DS ProcessSometimes Management Business Process Owner
Algorithm Development LeadSubject Matter ExpertSoftware RecommenderWS Recommender
Business Intelligence SoftwareVisualizationStory Telling / Data Product
CORES AND MEMORY IMPACT PERFORMANCE
GPU ProcessingCPU Processing(Traditional)
5,000 Cores8 Cores
HP Confidential. For use by HP or Partner with Customers under HP CDA only.
IoT / Edge
FUTURE OF DATA SCIENCED a t a S c i e n c e i s t h e M a t r i x o f t h e F u t u r e
“ K n o w t h y d a t a , k n o w t h y s e l f . ” – N e o - P l a t o
IoT / Edge
Data Science
Future of AI
AI Virtual Gatekeeper (2030)The virtual data “gatekeeper”
Integrated AI (Cloud, Edge, Server, AutoML)
Traditional AI 2019
Technologies ConvergeEverything Connected 2025
HP CONFIDENTIAL. FOR USE BY HP OR PARTNER WITH CUSTOMERS UNDER HP CDA ONLY.HP Confidential 10
The Future of AI
Edge Intelligence
Traditional IoT
11
OP
PO
RT
UN
ITY
CPU-only Data Science
GPU Accelerated Data Science
Single HP Z8 w/GPU > 10 legacy CPU servers
Analyzing data within milliseconds per clickAnalyzing data within hours per cycle
HP Confidential. For use by HP or Partner with Customers under HP CDA only.
Z DATA SCIENCEWORKSTATION
p r o v i d e s p e r f o r m a n c e ,
p a r t n e r s h i p s a n d s e c u r i t y
a d v a n t a g e s o v e r o t h e r d a t a s c i e n c e
s o l u t i o n s .
1
HP Confidential. For use by HP or Partner with Customers under HP CDA only.
14
Ecosystem• BEST: Z8 Data Science WS
• >4 Billion row databases• NVIDIA Quadro RTX8000 x 2 (96 GB GPU)• Intel Xeon 18 core CPU x 2• 384 GB RAM• HP Z Turbo Drive NVMe x 4
• BETTER: Z4 Data Science WS• >2 Billion row databases• NVIDIA Quadro RTX8000 (48 GB GPU)• Intel Xeon 8 core CPU• 192 GB RAM• HP Z Turbo Drive NVMe x 4
DO
N’T
JUST
DO
DATA
SC
IEN
CE
S
OLV
E B
US
INE
SS P
RO
BLE
MSD
ata
Sci
ence
SW
Sta
ck
Coming Soon!
OS
Data ScienceCompanies
Data ScienceTools &
Infrastructure
EnterprisePlatforms
GPU Accelerated
HP Curated SW Stack for Data Science
• BEST: Z38c Curved Wide Screen• Ideal display for Data Science workflows• Panoramic immersive experience• 4K wide resolution• USB-C with 65 watts of power delivery
Red HatUbuntu
Certified
A SUPURB DATA SCIENCE SOLUTION FOR ALL INDUSTRIES
HP Z4 G4 Z38c Curved Display HP ZBook 17HP Z8 G4
HP Confidential. For use by HP or Partner with Customers under HP CDA only.
HP Confidential - Internal Use Only
The scientific revolution has not been a revolution of knowledge. It has been above all a revolution of ignorance. The great discovery that launched the scientific revolution was the discovery that humans do not know the answers to their most important questions.
-Yuval Noah Harari ~Sapiens~
Thank You for Listening!
HP Confidential - Internal Use Only