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THE IN-MEMORY COMPUTING LANDSCAPE:
LEADING THE FAST DATA REVOLUTION
ABE KLEINFELD
PRESIDENT & CEO
GRIDGAIN SYSTEMS
See all the presentations from the In-Memory
Computing Summit at http://imcsummit.org
NOT WHAT I’LL BE TALKING ABOUT TODAY
REALLY FAST. SO WHAT?
1 Billion
Transactions per Second
10 Dell R610 blades
1 TB Memory
= $25K
BACK TO THE FUTURE
“…there’s only one commercially available
computer capable of real time
performance… It’s the ideal system
for…simulation and on-line data reduction.
It solves complex problems from purely
sensed data at speeds that are compatible
with real-time control.
Because of its ability to reduce large
volumes of data at tremendous speeds,
the…system easily handles even the most
difficult problems.
Univac Scientific Computer ad in 1956:
WHY NOW?
COSTOFRAM
The economics are irresistible
The demand is
insatiable
THE ASCENT OF IN-MEMORY COMPUTING
 15 years ago a huge application could have as many as 50,000 users and gigabytes of data
 Today, we deal with millions or billions of connected users and things, and terabytes or
petabytes of data
 Speed and scale define today’s hottest computing sectors
 Cloud
 SaaS
 Mobile and IoT platforms
 Real-time security and risk assessment
 Social networks
 On-line retail
 Gaming
 FinTech
IT’S ABOUT SPEED AND SCALE
8 zettabytes in 2015 growing to 35 in 2020
0
5
10
15
20
25
30
35
2009 2010 2015 2020
Growth of Global Data
ZettabytesofData
Global internet device forecast
IMC IS ABOUT MORE THAN JUST MEMORY
 Yes, there’s Memory… but it’s also about
 Distributed computing
 High availability
 Convergence
 Of data storage models (Hadoop, RDBMS, NoSQL, KV…)
 Of Processing models (OLAP, OLTP)
 Of memory and storage – will there be a difference in the future?
 Open source
OPEN SOURCE IS EATING THE WORLD
IMC’S LIMITATIONS ARE DISAPPEARING
 How much can you store in Memory?
 Does everything need to be in Memory?
 Are the economics of Memory compelling enough?
 What happens to data in Memory when the power goes off?
IMC IS HOW YOU BUILD MODERN SYSTEMS
 You’re either building for the future, or you’re building
yesterday’s systems
 Modern apps must be built for speed and scale
 A growing proportion of apps are being built in the cloud,
for the cloud – they will never run on-premise
 IT must drive innovation, competitive differentiation, at
decreasing cost
 IMC is the most powerful innovation enabler and cost
reducer since the internet
 HTAP and a simplification of the software infrastructure
stack will drive massive IT cost reductions
WHAT WILL IMC ENABLE?
 Smart Homes
 Smart Cities
 Megacities
 Adaptive Traffic Control/Driverless Roadways
 Implantable devices for real-time health
monitoring
 Biometrics that inform and protect us
 Smart Energy Grid
 Augmented Reality
 Cashless Society & Real Time Payments
 AI-based Surveillance & Security
 Anticipatory Intelligence
 Cognitive Systems go from assistant to partner
 Robot Automation/Machine Monitoring
 The Internet of Flying Things
AND MAYBE A FEW PARADIGM SHIFTS
 The shift from Products to
Platforms
 Apple
 Amazon
 Gaming companies
 Auto companies
 …
AND MAYBE A FEW PARADIGM SHIFTS
 Jobs are for Machines
 Deep Learning
 Robotics
 AI
AND MAYBE A FEW PARADIGM SHIFTS
 Jobs are for Machines
 Deep Learning
 Robotics
 AI
YOU ARE DEFINING THE FUTURE

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IMCSummit 2016 Keynote - Abe Kleinfeld - The In-Memory Computing Landscape: Leading the Fast Data Revolution

  • 1. THE IN-MEMORY COMPUTING LANDSCAPE: LEADING THE FAST DATA REVOLUTION ABE KLEINFELD PRESIDENT & CEO GRIDGAIN SYSTEMS See all the presentations from the In-Memory Computing Summit at http://imcsummit.org
  • 2. NOT WHAT I’LL BE TALKING ABOUT TODAY
  • 3. REALLY FAST. SO WHAT? 1 Billion Transactions per Second 10 Dell R610 blades 1 TB Memory = $25K
  • 4. BACK TO THE FUTURE “…there’s only one commercially available computer capable of real time performance… It’s the ideal system for…simulation and on-line data reduction. It solves complex problems from purely sensed data at speeds that are compatible with real-time control. Because of its ability to reduce large volumes of data at tremendous speeds, the…system easily handles even the most difficult problems. Univac Scientific Computer ad in 1956:
  • 5. WHY NOW? COSTOFRAM The economics are irresistible The demand is insatiable
  • 6. THE ASCENT OF IN-MEMORY COMPUTING  15 years ago a huge application could have as many as 50,000 users and gigabytes of data  Today, we deal with millions or billions of connected users and things, and terabytes or petabytes of data  Speed and scale define today’s hottest computing sectors  Cloud  SaaS  Mobile and IoT platforms  Real-time security and risk assessment  Social networks  On-line retail  Gaming  FinTech
  • 7. IT’S ABOUT SPEED AND SCALE 8 zettabytes in 2015 growing to 35 in 2020 0 5 10 15 20 25 30 35 2009 2010 2015 2020 Growth of Global Data ZettabytesofData Global internet device forecast
  • 8. IMC IS ABOUT MORE THAN JUST MEMORY  Yes, there’s Memory… but it’s also about  Distributed computing  High availability  Convergence  Of data storage models (Hadoop, RDBMS, NoSQL, KV…)  Of Processing models (OLAP, OLTP)  Of memory and storage – will there be a difference in the future?  Open source
  • 9. OPEN SOURCE IS EATING THE WORLD
  • 10. IMC’S LIMITATIONS ARE DISAPPEARING  How much can you store in Memory?  Does everything need to be in Memory?  Are the economics of Memory compelling enough?  What happens to data in Memory when the power goes off?
  • 11. IMC IS HOW YOU BUILD MODERN SYSTEMS  You’re either building for the future, or you’re building yesterday’s systems  Modern apps must be built for speed and scale  A growing proportion of apps are being built in the cloud, for the cloud – they will never run on-premise  IT must drive innovation, competitive differentiation, at decreasing cost  IMC is the most powerful innovation enabler and cost reducer since the internet  HTAP and a simplification of the software infrastructure stack will drive massive IT cost reductions
  • 12. WHAT WILL IMC ENABLE?  Smart Homes  Smart Cities  Megacities  Adaptive Traffic Control/Driverless Roadways  Implantable devices for real-time health monitoring  Biometrics that inform and protect us  Smart Energy Grid  Augmented Reality  Cashless Society & Real Time Payments  AI-based Surveillance & Security  Anticipatory Intelligence  Cognitive Systems go from assistant to partner  Robot Automation/Machine Monitoring  The Internet of Flying Things
  • 13. AND MAYBE A FEW PARADIGM SHIFTS  The shift from Products to Platforms  Apple  Amazon  Gaming companies  Auto companies  …
  • 14. AND MAYBE A FEW PARADIGM SHIFTS  Jobs are for Machines  Deep Learning  Robotics  AI
  • 15. AND MAYBE A FEW PARADIGM SHIFTS  Jobs are for Machines  Deep Learning  Robotics  AI
  • 16. YOU ARE DEFINING THE FUTURE