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IBM Cognitive Systems Strategy, Offerings and MOP Capabilities Big Data, HPDA, Machine Learning, Deep Learning, PowerAI and Cognitive …. in 15mn ☺ March 2017 Christophe Menichetti Olivier Hess
Transcript of IBM Cognitive Systems - html.transferts-lr.orghtml.transferts-lr.org/HESS_IBM Cognitive...
IBM Cognitive SystemsStrategy, Offerings and MOP Capabilities
Big Data, HPDA, Machine Learning, Deep Learning, PowerAI and Cognitive …. in 15mn ☺
March 2017Christophe Menichetti
Olivier Hess
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Where do we come from ?
Data-Centric
Cognitive
Data Analytics Business Intelligence
Social AnalyticsFinancial
Analytics
High Performance Data
Analysis
Life SciencesMaterial Science
Research ClustersOil and Gas
HPC Simulation
(Acceleration)
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Gartner Views…
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Cognitive
BUSINESSVALUE
1990
DATA WAREHOUSE
2006
BIG DATA
2015
HPDA
Store and analyse growing volumes of data on
high performance machines with ACID
Store massive volumes of data becomes more
affordable and scalable for performance
GPU/FPGA cores bulk
process tasks in parallel
- far more efficient for
many data-intensive
PrescriptiveBest Outcomes?
DescriptiveWhat Has Happened?
CognitiveLearn Dynamically
PredictiveWhat Could Happen?
COGNITIVE NEEDS FOR PERFORMANCE AND COMPUTE>
Deep Learning
Machine Learning
PERFORMANCE
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Machine Learning / Deep Learning Software Stack
Healthcare Diagnosis / Treatment
BankingFraud analysis
Pattern Recognition
Self-driving CarsRetail Customer Service Agents
Vision / Image processing
NLP
On-Prem & CloudScale-out servers
Cloud Deployment
DL FrameworksCAFFE, Torch, TensorFlow, …
Industry Solutions
MLDL Building Blocks
Software Libraries Frameworks, Services
Infrastructure
... Knowledge
Representation
Data LayerAccelerated
DBsNoSQL DBs Streams
Machine Learning
Hadoop / HDFS
AcceleratorsGPUs, FPGAs, CAPI
Flash, DL Accelerators
Unique Power TechnologiesNVLink, CAPI
ML LibrariesSpark ML, Spark R,
SciKit, Numpy, SystemML, Mahout
Cognitive Platforms
Watson
Cloud ServicesAmazon, Microsoft, Google, IBM Cloud,
Nimbix
Distributed Computing
Hadoop, Spark, MPI
...
Legacy DBs
Math Libraries: OpenBLAS/MASS, ATLAS, ESSL, LAPACK, cuDNN, cuBLAS, cuSparse, …PowerAI
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SOLUTIONSSOLUTIONS
BIG DATA(HADOOP, SPARK)
Descriptive, Predictive and Cognitive solutions based on Hadoop and Spark
HPDA(FPGA,GPU,CAPI)
Acceleration for Machine Learning/ Deep Learning and Big Data
PowerAI(Machine Learning / Deep)
Predictive and Cognitive solutions based on Open Framework (Caffee, Tensorflow, Torch …)
SOLUTIONS
Power Systems is now part of IBM Cognitive Systems
IBM STRATEGY>
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IBM CLIENT CENTER - MONTPELLIER
Customer or In house
POC/Bench
ISV & BP Porting &
Enablement
Ad.vancedTechnical Support
Power Acceleration for High Performance
Technical collaboration
For HPC Applications enablement and code
porting, performance and tuning on POWER/GPU
technologies
Power Linux System Center
Engage with ISVs & Clients to leverage the benefits of
Linux on Power, using Open Sources databases,
OpenStack for cloud, LAMP stack for web services
Power Acceleration for ISV’s
ISV Applications enablement and code
porting on POWER CAPI/FPGA technologies
Software Defined Infrastructure
Shared Service and converged Platform
workload Acceleration
On-premise, On-cloud, Hybrid
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4 Technologies – 1 synergy to add values and performance
Briefing -Remote Demo
CAPI/FPGA Acceleration
GPU / Clustering
Open Solutions
Converged Infrastructure
HADOOP
SPARKIN MEMORY
DataWarehouse
WHO WE ARE>
IBM Watson
