Big Data is Dead?
… it is Hadoop, isn’t ?!
Alexander Alten-Lorenz, founder & managing director
About Me
creative lateral thinker and futurist
Nerd. Make things digital. Entrepreneur. founder @infinimesh,
digitalgrid, @scalytics
CTO scalytics, Inc., Executive President infinimesh, Inc.,
Managing Director digitalgrid UG
Github: https://github.com/2pk03
LN: https://www.linkedin.com/in/alexanderalten/
Alexander Alten - Lorenz
Hadoop once made Big Data possible
How the Stack looks like today … complicated
Big Data - The driver for AI
Big Data Is Dead
Long Live Big Data
Is Big Data not enough?
IoT and connected devices will
generate...
*IDC, "Unlocking the Power of IoT Through
Actionable Insights from Data Analytics, May 2018"
90ZB
of IoT data*
by 2025
Challenges and Opportunities
Internet of Things -
the dog food of AI
Data Driven Society
AI will drive our mankind
● Regulated industries can’t participate (GDPR)
● Data Privacy / GDPR unclear
● Costly integrations, no simple to use platform present
● Europe depend on US / China dominance
The problem to solve
Deploy trained & pre-compiled
Models (facenet, gazenet models)
Device data
Aggregated
data
Build or bring
your own model
Trained ML model
Data
Build and train ML model in your Cloud
Infinimesh
IoT at edge, premise or cloud
Operational
data
Open Source: infinimesh IoT as Data Integration Platform
API driven Cloud-Native Solution
Big Data and Big Tech are the foundation for AI
https://novarica.com/big-data-iot-and-ai-maturity-levels/
AI at Scale Need Big Tech - but not Hadoop
https://towardsdatascience.com/life-after-hadoop-getting-data-science-to-work-for-your-business-c9ab6605733f
Conclusion
Big Data ushers Cloud Technology
Hadoop is top player at PT scale DWH
Big Data is not dead, but the paradigm shifts again
Thank you!
digitalgrid
https://digitalgr.id
we think beyond the box
https://www.facebook.com/digitalgridEU/
https://www.linkedin.com/company/digitalgrid-eu

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Is big data dead?

  • 1. Big Data is Dead? … it is Hadoop, isn’t ?! Alexander Alten-Lorenz, founder & managing director
  • 2. About Me creative lateral thinker and futurist Nerd. Make things digital. Entrepreneur. founder @infinimesh, digitalgrid, @scalytics CTO scalytics, Inc., Executive President infinimesh, Inc., Managing Director digitalgrid UG Github: https://github.com/2pk03 LN: https://www.linkedin.com/in/alexanderalten/ Alexander Alten - Lorenz
  • 3. Hadoop once made Big Data possible
  • 4. How the Stack looks like today … complicated
  • 5. Big Data - The driver for AI Big Data Is Dead Long Live Big Data
  • 6. Is Big Data not enough?
  • 7. IoT and connected devices will generate... *IDC, "Unlocking the Power of IoT Through Actionable Insights from Data Analytics, May 2018" 90ZB of IoT data* by 2025
  • 8. Challenges and Opportunities Internet of Things - the dog food of AI Data Driven Society AI will drive our mankind
  • 9. ● Regulated industries can’t participate (GDPR) ● Data Privacy / GDPR unclear ● Costly integrations, no simple to use platform present ● Europe depend on US / China dominance The problem to solve
  • 10. Deploy trained & pre-compiled Models (facenet, gazenet models) Device data Aggregated data Build or bring your own model Trained ML model Data Build and train ML model in your Cloud Infinimesh IoT at edge, premise or cloud Operational data Open Source: infinimesh IoT as Data Integration Platform API driven Cloud-Native Solution
  • 11. Big Data and Big Tech are the foundation for AI https://novarica.com/big-data-iot-and-ai-maturity-levels/
  • 12. AI at Scale Need Big Tech - but not Hadoop https://towardsdatascience.com/life-after-hadoop-getting-data-science-to-work-for-your-business-c9ab6605733f
  • 13. Conclusion Big Data ushers Cloud Technology Hadoop is top player at PT scale DWH Big Data is not dead, but the paradigm shifts again
  • 14. Thank you! digitalgrid https://digitalgr.id we think beyond the box https://www.facebook.com/digitalgridEU/ https://www.linkedin.com/company/digitalgrid-eu