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March 2019
Data Science PaaS
Bring Data Science to Life
 @NOAHConference
 @noah_conference
 @noah-conference
 @NOAHConference
FOLLOW USONSOCIAL_
Orit Nissan-Messing
Chief Architect
Yaron Segev
VP Product
Iguazio at a Glance
$48M in Funding
Asaf Somekh
CEO
80+ Employees
NY UK
TLV
SG
Yaron Haviv
CTO
Data scientists create models which
could, theoretically, make a huge
impact.
But Reality Doesn’t Meet Expectations
Effort Allocation
Expectation
Defining KPIs
Collecting Data
Building
Infrastructure
Optimizing ML
Algorithm
Integration
Source: Google Developers Launchpad
Reality
“Through 2018, 70% of Hadoop deployments will fail to meet cost savings and
revenue generation objectives due to skills and integration challenges”
The Bumpy Road to Data Science in Production
Data Access
Complex
Devops
Slow
Exploration
Slow
Training, Not
Scalable
Recoding for
Production
Recoding for
Production
Missing
Features in
Production
Slow Response Time
in Production
Lack of Tools for
Observability and
Reproducibility
Iguazio was built to turn data science
into business applications.
Introducing:
Iguazio Operational Data Science Platform
Unified Data Fabric
Train and Test
ML Models
Deploy with
Serverless
GPUCPU
Collect, Explore
and Tag Data
Monitor
Data Sources
Predictions and
Automatic Actions
Deploy in Any
Cloud or Edge
Develop and
Iterate Faster
Deliver Accurate
Results in Real-time
A Global Telco Uses Iguazio to Predict Network
Outages and Preempt Them in Real-time
§ From a complex Hadoop pipeline to a
simple system implemented within weeks
§ Historical and real-time data
§ Real-time AI predictions with NO delays
Latest preemptive fixes
Predicted failures
Shifting From Reactive to Proactive!
4x Faster Performance
Using the Same
Infrastructure!
Transactions
per Second
200
400
600
800
Traditional System Iguazio
* Performance tests were conducted on the same setup: 2 AWS p3.16xlarge servers (16 GPU cores, 64 CPU cores)
Samsung Uses Iguazio for Deep Learning
Real-time Recommendation Applications
Smart Retail and IoT at the Intelligent Edge
with Major Cloud Providers
A Proud Tmura Donor
Our Trusted Partners
“We look forward to providing our customers with intelligent applications
by implementing Iguazio’s technology to our cloud’s PaaS.”
Dr. Shim Yoon, Executive Vice President, Cloud Business Division Leader of Samsung SDS
asafs@iguazio.com | www.iguazio.com
Thank You

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iguazio - NOAH19 Tel Aviv

  • 1. March 2019 Data Science PaaS Bring Data Science to Life
  • 2.  @NOAHConference  @noah_conference  @noah-conference  @NOAHConference FOLLOW USONSOCIAL_
  • 3. Orit Nissan-Messing Chief Architect Yaron Segev VP Product Iguazio at a Glance $48M in Funding Asaf Somekh CEO 80+ Employees NY UK TLV SG Yaron Haviv CTO
  • 4. Data scientists create models which could, theoretically, make a huge impact.
  • 5. But Reality Doesn’t Meet Expectations Effort Allocation Expectation Defining KPIs Collecting Data Building Infrastructure Optimizing ML Algorithm Integration Source: Google Developers Launchpad Reality “Through 2018, 70% of Hadoop deployments will fail to meet cost savings and revenue generation objectives due to skills and integration challenges”
  • 6. The Bumpy Road to Data Science in Production Data Access Complex Devops Slow Exploration Slow Training, Not Scalable Recoding for Production Recoding for Production Missing Features in Production Slow Response Time in Production Lack of Tools for Observability and Reproducibility
  • 7. Iguazio was built to turn data science into business applications.
  • 8. Introducing: Iguazio Operational Data Science Platform Unified Data Fabric Train and Test ML Models Deploy with Serverless GPUCPU Collect, Explore and Tag Data Monitor Data Sources Predictions and Automatic Actions Deploy in Any Cloud or Edge Develop and Iterate Faster Deliver Accurate Results in Real-time
  • 9. A Global Telco Uses Iguazio to Predict Network Outages and Preempt Them in Real-time § From a complex Hadoop pipeline to a simple system implemented within weeks § Historical and real-time data § Real-time AI predictions with NO delays Latest preemptive fixes Predicted failures Shifting From Reactive to Proactive!
  • 10. 4x Faster Performance Using the Same Infrastructure! Transactions per Second 200 400 600 800 Traditional System Iguazio * Performance tests were conducted on the same setup: 2 AWS p3.16xlarge servers (16 GPU cores, 64 CPU cores) Samsung Uses Iguazio for Deep Learning Real-time Recommendation Applications
  • 11. Smart Retail and IoT at the Intelligent Edge with Major Cloud Providers
  • 12. A Proud Tmura Donor Our Trusted Partners “We look forward to providing our customers with intelligent applications by implementing Iguazio’s technology to our cloud’s PaaS.” Dr. Shim Yoon, Executive Vice President, Cloud Business Division Leader of Samsung SDS