AI, HPC, Quantum: one - Home - Atos · Technology Days 2019 Artificial Intelligence Codex AI Suite...
Transcript of AI, HPC, Quantum: one - Home - Atos · Technology Days 2019 Artificial Intelligence Codex AI Suite...
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AI, HPC, Quantum: one more year down the road
Jérôme StollerHead of Artificial Intelligence (AI) & Software EngineeringDistinguished expert & member of the scientific community
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Technology Days 2019 Artificial Intelligence
This is just the beginning of data revolution
By 2022, data produced outside data center and cloud will reach 75%
Today, less than 5% of all accessible data is analyzed
By 2030, data produced will reach 1 YottaByte
99%
By 2020, 99% of enterprise-captured video/image will be analyzed by machines
75%25%75%
1YB
5%
175Zettabytes
in 202550
Zettabytes
in 2020
33Zettabytes
in 2018
4
Zettabytesin 2013
We are here
Sources Gartner, IDC, Statista, Atos1 Zettabyte = 1,000,000,000,000, 000,000,000 bytes
1Yottabytearound2030
1 Yotta=1000 Zetta
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Technology Days 2019 Artificial Intelligence
4 challenges to leverage the data revolution
4
Edge Computing
▶ Computer Vision
▶ Real-time analytics
75%5%
1
Data center platforms
▶ Performance
▶ In-memory
▶ Massive data sets
1YB
2
Trust in data
▶ Data quality
▶ Data security
▶ Data privacy
5%
3
Data science AI platform
▶ Develop models
▶ Deploy from DC out to the edge
▶ Train & Infer models
99%
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Technology Days 2019 Artificial Intelligence
Data center platformsHybrid supercomputer for AI-augmented simulation
Flexibility and Customization
High Performance Storage
Reduced TCO
Open sequana architecture
Secure
VIR
TU
ALIZ
ATIO
N Hybrid
Ultra energy efficient
Futureproof
Highly secure
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2
3
4
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Technology Days 2019 Artificial Intelligence
Data center platformsBullSequana S: Powerful, Ultra-scalable, Modular & Flexible
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Technology Days 2019 Artificial Intelligence
Our commitment in Quantum ComputingAtos Quantum Program
Quantum Programming
Platform
Quantum Algorithms
Next Generation Architectures
Quantum safe cryptography
1 2
3 4
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Technology Days 2019 Artificial Intelligence
▶ for education (universities)
▶ for research (research centers, university labs)
▶ for HPC ecosystems (post Moore’s law)
▶ for industry (first contracts)
The Atos Quantum Learning Machine huge success
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Democratize quantum programming for researchers, students and developers worldwide
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Technology Days 2019 Artificial Intelligence
End-to-end, fast developmentof complex enterprise use cases
Applications are infrastructure-agnostic
Multi-frameworks ML Engine
Studio Forge Orchestrator ML Engine
Data science AI platformThe fast track to Artificial Intelligence Codex AI suite
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Enable to easily combine ML, DL, analytics and data management to deliver complex and accurate use cases
Enable applications to run on HPC, enterprise and Edge servers, on clouds and on-premises
Advanced usage All Kind of data
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Technology Days 2019 Artificial Intelligence
Accelerating AI everywhere
CYBER SECURITY
COGNITIVE DATACENTER
COMPUTER VISION
SET OF TOOLSFast development and
deployment of use cases
SET OF ALGORITHMS & MODELSfor computer vision and
prescriptive maintenance
PROFESSIONAL SERVICES Use case
customisation
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Technology Days 2019 Artificial Intelligence
Codex AI Suite - Cognitive Data CenterEach minute of partial or global outage in a Data Center costs 9k$ in average.
This software, embedding specific AI components, is aimed at resolving these challenges:
Behavior analytics from logs and metrics – Understand systems through events
Anomaly & outlier detection: Increase accuracy, discover new incident pattern
Root cause analysis with service impact prediction and incident prioritarization
Root cause discovery in maintenance reports
PREDICT & DETECT PRESCRIPTION & INVESTIGATION SUPPORT
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Technology Days 2019 Artificial Intelligence
Codex AI Suite – Video Intelligence Delivering real-time person reidentification & search
▶ Existing product features
City map correlationSearch by photo or
attributes with replay sequence
Manage targets with path reconstruction
Best of breed of DL for video intelligence industrialized
2 Years of research on reidentification model
Multi-target multi-camera real-time people tracking and reidentification
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Technology Days 2019 Artificial Intelligence
Prescriptive SOCLeveraging AI to perform additional security
Adding a layer of defense… …by leveraging the User and EntityBehaviour Analytics
HOST ACCESS ANOMALY UNUSUAL ADMIN TOOLS USAGE
LOGON TYPES ANOMALY
SUSPICIOUS URL ON FRESHLY REGISTERED DOMAIN
Analysis & RemediationStatic defense
Avs, FWsKPI-based
UBAUEBA: Deep behavioral
analytics
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Technology Days 2019 Artificial Intelligence
AI – And next year? AI4SIM
Scheduling & runtime
Job Placement
Communication
Data Movement
Self-learning production analysis tool Provide production insights & recommendation
at the exascale level for customer exploitation
In the simulation business:• Improve simulation time to science through ML
• Replace Science Algorithms by ML based systems
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Technology Days 2019 Artificial Intelligence
Big Data Analytics
IOT
AI Machine Learning
European Processor Initiative
Quantum
Exascale and beyond
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TECHNOLOGY CORNER
Compute & processQuantum computingQuantum Learning Machine
Cognitive EngineConversational AI for improved experiences
INDUSTRY CORNER
Future-proof Telecom
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Atos, the Atos logo, Atos Codex, Atos Consulting, Atos Worldgrid, Bull, Canopy, equensWorldline, Unify, Worldline and Zero Email are registered trademarks of the Atos group. May 2019. © 2019 Atos. Confidential information owned by Atos, to be used by the recipient only. This document, or any part of it, may not be reproduced, copied, circulated and/or distributed nor quoted without prior written approval from Atos.