Presentación a cargo de Carlos Cordero, de Fujitsu Technology Solutions, en el 33er Encuentro de la Economía Digital y las Telecomunicaciones organizado por AMETIC y Santander Empresas en colaboración con la UIMP

1. © 2019 FUJITSUUnclassified
Join the journey of transforming
business and society
Powered by FUJITSU Quantum-Inspired Computing Digital Annealer

2. Unclassified 1 © 2019 FUJITSU
Agenda
1. Fujitsu en España
2. Necesidad de ir más allá de la computación clásica
3. La potencia y la promesa de Fujitsu’s Digital Annealer
4. Casos de uso
5. Solución como servicio “end-to-end”

3. 2 © 2019 FUJITSUUnclassified
Fujitsu en España - Más de 40 años …
Ángeles Delgado
Directora General
España
Fujitsu en España – desde 1973
2.800 empleos directos
2 Centros de Servicio Remoto: Madrid y Sevilla
Service Delivery Center:
• 2 Fujitsu Service MultiCloud Data Center con acceso directo a
plataformas de Computación Cuántica en Canada y Japón
4 Centers of Excellence:
• 1 CoE Retail Banking en Barcelona
• 1 CoE Data – Analytics en Madrid
• 1 CoE Justicia en Valencia
• 1 CoE de Servicios al Puesto de trabajo en Barcelona
4 Centros de Desarrollo: Madrid, Barcelona, Valencia y Sevilla
Fujitsu Laboratorios de Europa en Madrid
Fujitsu Fabrica en Malaga
53 Centros de Mantenimiento
9 Oficinas Comerciales
Líderes en servicios
gestionados y
outsourcing de
infraestructuras en
España:

4. © 2019 FUJITSU3Unclassified
Más allá de la computación clásica?
Solventar un tipo específico de problema a gran
escala llamado de optimización combinatorial es
una de las agendas de disrupción que están sobre
la mesa.
Pero estamos llegando al límite de lo que la
computación clásica puede entregar (al menos en
unos tiempos razonables) …

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Existen problemas importantes a resolver
Optimización Robótica:
La optimización de un robot de una
cadena de montaje de coches
supone 10106 combinaciones
Inversiones
El análisis de un portfolio de
inversión de una cartera de 500
valores supone 1.63×10150
combinaciones
Farmaceútica
La comparación de moléculas con
50 átomos suponen
1048 posibilidades
Optimización Tráfico
Estudiar como minimizar la
congestión entre cinco pares de
puntos de salida y destino suponen
10100
combinaciones

6. © 2019 FUJITSU5Unclassified
“The thing driving the hype is the
realization that quantum computing
is actually real.
It is no longer a physicist’s dream —
it is an engineer’s nightmare”
Isaac Chuang
MIT Professor of Physics and Engineering
La computación cuántica es un reto enorme …

7. 6 © 2019 FUJITSUUnclassified 6 © 2019 FUJITSUUnclassified
FUJITSU Quantum-Inspired
Computing Digital Annealer
bringing disruptive capabilities
to real-world challenges

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FUJITSU Digital Annealer
Quantum-Inspired performance
The world’s first quantum-inspired solution delivers performance generations ahead, without the cost and
complexity of quantum engineering
* This figure is based on solving a typical combinatory optimization problem in software using the algorithm implemented in the hardware running on a Xeon family processor.
Works at room
temperature
High precision
and accuracy
Avoids complexity and energy costs
of advanced cooling solutions
Standard
infrastructure
Performance 12 Generations
Ahead of Moore’s Law
The solution can be deployed
anywhere between edge and cloud
10,000 times faster than
industry standard compute*

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Global automotive OEM
Large Automotive OEM successfully
optimized mirror design of the car
to reduce noise emission for
improved driving comfort
Automotive OEM
European Automotive OEM, successfully
optimized robot positioning for 64seam
sealing of chassis resulting in production
of more cars with the same resources
and time
Retos solucionados hoy con Digital Annealer
Manufacturers
Executing job-shop rescheduling in
1 second.
Reduce travel distance for picking
warehouse parts by up to 45%
Japan Post
Shrinking delivery fleet, time and
cost. Improved loading efficiency by
optimizing transportation
scheduling of parcel delivery trucks.
NatWest bank: portfolio
optimization
Enabling NatWest to achieve the goal
of obtaining well diversified portfolio.
DA testing demonstrated 300 times
faster results compared to their
existing systems
Pharmaceuticals
Accelerated protein structure
prediction for drug discovery and
biotech research. The most stable
structures were identified from
10100
candidates in minutes

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Optimización de portfolio en NatWest (£120bn)
n Faster than traditional computing
n Higher degree of accuracy
NatWest’s own press release
“...our first application of quantum-like computing
power has been so successful we think the technology
could be applied to many other calculations and
problems the bank faces on a daily basis. In the long run,
quantum-inspired computing could completely change
the way banks operate, making them much more
efficient and cheaper to run, which in turn would mean
customer’s benefit from better deals and improved
service.”
Kevin Hanley
Director of Innovation at NatWest
19 September 2018
NatWest begins testing with quantum computing
power to help solve highly complex calculations
Quantum computers can solve problems in just a fraction of the
time that traditional computers could take years to complete.
The hardware used in testing has been Fujitsu's quantum-inspired
Digital Annealer, whilst the quantum software is provided by 1Qbit
– of which NatWest is an investor and board observer. This strategic
relationship has provided NatWest with unparalleled insights and
access to remain at the forefront of this emerging technology.

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Optimización del plan de recarga de ATMs
n Transforms ATM usage similarities (day
of the week, season, cash transaction
amounts, etc.) to distance parameters
between ATMs.
n Customer Benefits
n Since clustering can be performed with
higher accuracy than conventional
methods, optimized ATM cash
replenishment plans result in reduced
replenishment costs and increased
profits.
n Input Data
n Usage characteristics from ATMs (day
of the week, season, cash transaction
amounts, etc.)
n Overview & Challenges
n An ATM cash replenishment plan is
optimized by finding the
combination of ATMs with similar
cash demand tendencies.
n Cash replenishment costs account
for 35-60% of the total cost of
operating an ATM, making the
optimization of cash replenishment
plans a key factor in improving ATM
profitability.
n Highlights
n Digital Annealer allows for the highly
accurate correlation and clustering of
ATM daily usage characteristics.
Optimization of ATM cash replenishment plans with clustering to improve profits and reduce replenishment
costs.

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Optimización de robótica en cadena de
montaje
n Digital Annealer optimizes round trip time for
welding robots to reach seam locations
n Quintillions of possibilities computed in an instant
n Quantum computing solutions may currently
optimize routes for 7 seams
n A major OEM is today calculating 22 seams with
Digital Annealer, 64 with Digital Annealer 2
Digital Annealer optimizes the routing of seaming process leading to disruptive change

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Optimización de la carga de componentes en
factoría
n Issues
n Inconsistent and inefficient parts picking
process
n Large variety of parts for each product
n Efficiency depended on the experience of
individual workers
n Solution
n Routes and available parts shelf population
are a combinatorial optimization problem
n After calculation, optimum route is
displayed on a tablet
Reduce travel distance for picking warehouse parts by up to 45% – already deployed by Fujitsu
Very complicated
picking routes required
experienced workers
Digital Annealer provides
optimum picking routes
displayed on a tablet
Warehouse area: 1000m²
Number of parts: 3000
n Results
n Efficiency no longer dependent on
warehouse experience
n Travel distances reduced by up to 45%
per month
n Planned roll-out to other factories and
processes, such as warehouse
management
n Live Application Scenario:
n Optimal placement of in-stock parts
between factories and distribution
warehouses already in use by Fujitsu
n 45% savings in travel time

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Optimización de transporte | Japan Post
n Optimized transportation route combinations, truck types and
cargo loads in collaboration with quantum software company,
A*Quantum
n Single city post office delivery fleet reduced from 52 to 48 trucks
n By shrinking the delivery fleet and lowering delivery times,
transportation costs reduced and truck loading efficiency
improved
Japan Post improved loading efficiency by optimizing transportation scheduling of parcel delivery trucks
Optimize
Transportation
Planning

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n Predicting the most stable protein side-chain
structures, utilizing Digital Annealer
n Aiming to improve stereo-chemical prediction
accuracy in target protein research and accelerate
drug discovery
Digital Annealer was able to deliver the most stable structures from up to 10100 candidates within minutes
Predicción de estructuras Proteicas
Optimize
Molecular Structure
Stability

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Optimización de la radioterapia
n Issues
n Cancer radiation therapy can damage vital
organs
n Massive number of irradiation patterns
(number of combinations) with variations
such as range, direction, and intensity of
irradiation
n Huge computational load required for
treatment plan simulation
n Even when the beams are from only one
direction, the number of combinations
would be 10150
n Current technology needs multiple hours to
a few days to calculate the combinatorial
optimum
n Solution
n Something here about the
algorithm/method?
n Digital Annealer takes only a few
minutes
n Benefits
n Faster treatment plans means ability
to help patients more quickly
n More accurate therapy reduces risk
of side effects
Digital Annealer accelerates new drug and materials discovery, by finding new correlations between molecules to
help develop healthier foods, prevent diseases and discover individually customized drugs
Cancer
Vital Organs
Intensity Modulated Radiation Therapy (IMRT)
In case of irradiation of 1cm2 tumor with precision
of 1mm2 and 32 intensity levels from one direction

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Como atacamos un problema de
optimización?
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3
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Parallelism
64-bit precision
Full Connectivity
Ex: vehicle navigation or cash in-transit
Identicamos el problema
What is the problem that you are trying to solve?
• Assess the problem –optimization driven
• Creating new disruptive markets
Mapeamos el problema
Transform the identified problem to
mathematical model – Ising or QUBO
Ejecutamos en Digital Annealer
Identify optimal solution in seconds

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