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

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Data:

The Fourth Paradigm of Science…

…& Foundation of Digital Business

EMPIRICAL

THEORETICAL

COMPUTATIONAL DATA DRIVEN

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…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

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•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!

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Raw Data to Refined Data

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Data Science

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Data Science

3

Data Science

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Data Science

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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

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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

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The Future of AI

Edge Intelligence

Traditional IoT

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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

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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 .

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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

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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!

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