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The Impact of
The Internet of Things (IOT)
On Databases
The Stuff CIO’s and DBA’s should prepare for
Mordechai Danielov
bitwiseMnm.com
“The Internet of Things will augment your
brain”
Eric Schmidt
"The Internet of Things is reaching a
tipping point that will make it a
sustainable paradigm for practical
applications."
Massimiliano Claps, research director, IDC
EMEA Government Insights
In 2008, the number of devices on the
Internet already exceeded the number of
people. By 2020, it will reach 50
billion devices.
Today, IT is dependent on data created
by people.
With IoT, computers will gather data
independently of humans and track and
count everything.
The next generation of Internet
applications using (IPv6) will
communicate with devices attached to
virtually all human-made objects enabled
by the extremely large address space of
the IPv6 protocol.
Big Data DB
Cloud Servers
Devices & “Things”
Technologies that make IoT
Possible
Sensors
(like RFID,
pressure etc)
Send out
information
Applications
analyze and send
instructions back
to devices
With IoT,
“Big Data”
will turn to
“Huge Data”
IDC projects that the digital
universe will reach 40 zettabytes
40 ZB is equivalent to 57 times the amount of
all the grains of sand on all the beaches on
earth.
http://www.digitalnewsasia.com/digital-economy/massive-amounts-of-data-but-only-05percent-being-analyzed#sthash.1W4wJcp9.dpuf
Processing Power
Even if only a fraction of all of
the huge data will need to be
processed, that’s a lot of
processing power that will need to
be available for organizations.
Decoding the data generated by the
Human Genome took 10 years. Today, it
would take less than 1 week.
http://wikibon.org/blog/big-data-statistics/
Peaks and Valleys
Transaction Rate Fluctuations can
create inadvertent DoS situations
Scenarios:
An alarm company
hooked up to many home
devices may get
“sensory overload”
during an earthquake
from multiple
endpoints.
Servers and Databases
will get a high volume
surge of data that
requires speedy
processing.
When Scaling up is just not Good Enough
Scale Out Your Resources
-Smart distribution of read/write activity
-Design smart: writing hubs and reading spokes
-Spread out your databases and replicate
Read Only DB
Know Thy Peak
30%-70% rule
Utilize no more than
30% of your resources
in “off-peak” time and
reserve 70% for peaks. 30%
Distribute, Cache and
Share Nothing
Sharing is caring?
Not with data
Data must be available everywhere
in the world and fast -- highly
distributed databases with local
application caching.
The most popular approach is to
build loosely connected "shared
nothing" instances of databases
that can be brought online in no
time.
Shared Nothing
Master the Cloud
It’s all about
the Money
Use Cloud computing to get
a handle on your cost of
computing. Instead of
saving 70% of capacity for
peak traffic, procure it
on demand with Cloud based
databases and smart load
balancing middle tier.
Master working with cloud
vendors and remote
utilities.
Fully
distributed
files?
Parallel Processing
Adaptive Architecture
Data Compression
Learn from the Big Guys
Facebook DB Architecture
http://www.flickr.com/photos/ikhnaton2/533233247/
Google BigTable
"It is not a relational
database and can be
better defined as a
sparse, distributed
multi-dimensional sorted
map"
http://en.wikipedia.org/wiki/BigTable
Data Must Be Available Under
Adverse Conditions
•Redundant data pathways
•Smart middle layer
•Fully meshed topology
Distributed data is more exposed
yet
Data Must Be Secured
•Encrypt anything you can
•Automate Certificate
management
•Know how to secure data in
and out of the cloud and in
between
•Distribute “meaningless” data
and assemble it as needed
Data Must Not be Lost
• Smart transaction control built into
the data access tier
•Make sure you can get data out of
local cache if something goes wrong
•Watch data replication latency. Make
sure everyone is comfortable with it
and that it doesn’t deteriorate.
•Set up alerts so that you detect a
problem before it’s too late.
Automate Everything
source
control
deployment
automation
scripting
Automation for Input Management
When the peak traffic
comes rushing at you,
it's not the time to
think. Have everything
automated and scripted
so that capacity can be
added with a click of a
button.
Want to Talk
Databases?
Contact us with your ideas and
suggestions
Mordechai Danielov
www.bitwiseMnm.com

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Internet of Things (IOT) - impact on databases and DBAs

  • 1. The Impact of The Internet of Things (IOT) On Databases The Stuff CIO’s and DBA’s should prepare for Mordechai Danielov bitwiseMnm.com
  • 2. “The Internet of Things will augment your brain” Eric Schmidt "The Internet of Things is reaching a tipping point that will make it a sustainable paradigm for practical applications." Massimiliano Claps, research director, IDC EMEA Government Insights
  • 3.
  • 4. In 2008, the number of devices on the Internet already exceeded the number of people. By 2020, it will reach 50 billion devices.
  • 5. Today, IT is dependent on data created by people. With IoT, computers will gather data independently of humans and track and count everything. The next generation of Internet applications using (IPv6) will communicate with devices attached to virtually all human-made objects enabled by the extremely large address space of the IPv6 protocol.
  • 6. Big Data DB Cloud Servers Devices & “Things” Technologies that make IoT Possible Sensors (like RFID, pressure etc) Send out information Applications analyze and send instructions back to devices
  • 7. With IoT, “Big Data” will turn to “Huge Data” IDC projects that the digital universe will reach 40 zettabytes 40 ZB is equivalent to 57 times the amount of all the grains of sand on all the beaches on earth. http://www.digitalnewsasia.com/digital-economy/massive-amounts-of-data-but-only-05percent-being-analyzed#sthash.1W4wJcp9.dpuf
  • 8. Processing Power Even if only a fraction of all of the huge data will need to be processed, that’s a lot of processing power that will need to be available for organizations. Decoding the data generated by the Human Genome took 10 years. Today, it would take less than 1 week. http://wikibon.org/blog/big-data-statistics/
  • 9. Peaks and Valleys Transaction Rate Fluctuations can create inadvertent DoS situations Scenarios: An alarm company hooked up to many home devices may get “sensory overload” during an earthquake from multiple endpoints. Servers and Databases will get a high volume surge of data that requires speedy processing.
  • 10. When Scaling up is just not Good Enough Scale Out Your Resources -Smart distribution of read/write activity -Design smart: writing hubs and reading spokes -Spread out your databases and replicate Read Only DB
  • 11. Know Thy Peak 30%-70% rule Utilize no more than 30% of your resources in “off-peak” time and reserve 70% for peaks. 30%
  • 12. Distribute, Cache and Share Nothing Sharing is caring? Not with data Data must be available everywhere in the world and fast -- highly distributed databases with local application caching. The most popular approach is to build loosely connected "shared nothing" instances of databases that can be brought online in no time. Shared Nothing
  • 13. Master the Cloud It’s all about the Money Use Cloud computing to get a handle on your cost of computing. Instead of saving 70% of capacity for peak traffic, procure it on demand with Cloud based databases and smart load balancing middle tier. Master working with cloud vendors and remote utilities. Fully distributed files?
  • 14. Parallel Processing Adaptive Architecture Data Compression Learn from the Big Guys Facebook DB Architecture http://www.flickr.com/photos/ikhnaton2/533233247/ Google BigTable "It is not a relational database and can be better defined as a sparse, distributed multi-dimensional sorted map" http://en.wikipedia.org/wiki/BigTable
  • 15. Data Must Be Available Under Adverse Conditions •Redundant data pathways •Smart middle layer •Fully meshed topology
  • 16. Distributed data is more exposed yet Data Must Be Secured •Encrypt anything you can •Automate Certificate management •Know how to secure data in and out of the cloud and in between •Distribute “meaningless” data and assemble it as needed
  • 17. Data Must Not be Lost • Smart transaction control built into the data access tier •Make sure you can get data out of local cache if something goes wrong •Watch data replication latency. Make sure everyone is comfortable with it and that it doesn’t deteriorate. •Set up alerts so that you detect a problem before it’s too late.
  • 18. Automate Everything source control deployment automation scripting Automation for Input Management When the peak traffic comes rushing at you, it's not the time to think. Have everything automated and scripted so that capacity can be added with a click of a button.
  • 19. Want to Talk Databases? Contact us with your ideas and suggestions Mordechai Danielov www.bitwiseMnm.com