[Music]
[Music]
it was exactly 10 years ago the first
Once I heard the words
computation and not in the same sentence and
since I understood that it was the
cloud computing I started to
study it I am passionate about it to the
point that my wife frequently
says my head goes through the clouds and
I’m going to admit, maybe I’ll have a lot of
reason part what my invasions have
thrown out however is to understand that in
the Latin American region and on the coast
rich in particular we are not taking out
as much benefit to the cloud as we should
which brings me to the question that
I bring for you today because no
we are using the cloud now
before entering because we use it or
because it is not worth discussing what is
the cloud the first thing I would like
to clarify is that the cloud is not a place
with us we say that our data
are in the cloud we do not mean that
they are up there in the stratosphere to
some celestial place we do not mean to
that our data is in the hands of
some cloud service provider
and this provider has data centers
and what this program sells us that
storage space processing
ram memory and in all this sense what
that we are going to get a cloud
it’s not a new technology it ‘s the same
hardware the same software that we have
been consuming for decades
now well if it’s not a technology something
to have new in the cloud such that I
have I advocated the last ten years to
study it and the best way to express
for me that cloud is to say the cloud is
a service and here I mean with this
a service something that is consumed not something
which is bought and a good analogy for
understand how we consume a service is
the water service that we have in
our homes
us when we require water in
our homes for example for
show us what we do we open the key
when we finished showering we closed
the key if we are washing the dishes
the dishes if we require more water
we open a little more the key and in everything
moment we consume exactly the
amount of water we require at the end
of the month the test will charge us
then exactly for the amount of
resources that we consume not a drop more
not a drop less in the same way what
that the cloud allows us to consume
computational resources and pay
only for those resources that
we need to play
I think it’s soft compare this with the
traditional model
that model where we buy the
equipment with traction to and everything is in
our data center and a decision
very important to take is what size
requires me this server how much
ability I need to do an exercise
blackboard brief
what an engineer would do is estimate
throughout the year what is the demand that
for resources that I have ups and downs
around the year and a good engineer goes
to estimate the peak and buy a little
more we pay a hypothetical situation of
for the moment where the capacity
installed does not always exceed the demand
what happens in time during a
good part of the year we have capacity
idle busy spaces
this means that my server is so
baggy and I can keep working but
there will be demand peaks where suddenly
I have unsatisfied demand that means
satisfied demand this is that the
system is braking the system is
saturated that I can not process
transactions that my company can not
Check that visitors to my site
e- commerce web site
find the website this is
really serious and soon that the
engineers very wisely always
we buy more than we need
because we think it’s better than about
that not to what is missing yet
with this foresight we really are
making a big mistake because the
statistics suggest that the servers
computational usually use
between 16 15% that capacity that wants
say that there are 85 percent of the
server capacity that is in
disuse
just for this over estimate that
we make the engineers this has very
little sense because I think this is like
have bought a gigantic plane and
fly it with all the costs that
talking about it entails and yet only
have 10 to 15 percent seats
fill all the rest of the money that
we are wasting now because it is
that we overestimate because I can not
buy resources I can not open the key
whenever he needs it but what
I have to have bought in advance
and this what the cloud comes to change to
I can open and it will be the key god
have the ability to equate my
demand for computational resources with
my installed capacity some examples
of national companies that have done
this national entity is one is the
supreme court elections when they were
the elections that Don Guillermo won
solís they estimated that they occupied
two servers to attend to
inquiries from citizens who wanted
see me in the elections without
But when the event arrived they did not
requires a 2 but they just require
70% of the first servers for
luck of them they were running
on a platform not and then they could
off or on servers
they saved basically half of the
costs then came the elections
municipal and something very interesting happened
I said I already learned that I just need
a server but system behaves
different way to citizens we
we behave differently and more
well we require between 10 and 15 times the
capacity that we had installed
again the court that was
making use of an infrastructure
provider here in costa rica from the cloud
called the provider I say please
get up 10 15 is the amount of
servers that I have were opening the
key and the citizens we did not even tell
account that those that gave by class the
system works perfectly
another company here in costa rica that
uses the semac cloud or week that
uses another problem not in and in the
industry that is being marketed to
detail we all know that there are very
clear in the Christmas season san
valentine day mothers and others out there
they know when they are going to have these
peaks at nothing sends call their operator
of the cloud lifts in the infrastructure
necessary to withstand all the traffic of
data they need and after this
go back down this what the cloud
lets that we could not be before
because before we could only buy or
all or nothing we occupy the server
huge
now this does not only apply for cases
where we have elastic demands too
applies to the situation where we have
uncertainty and in this sense the cloud
allows us to experience
and even the most business unit
small to the smallest innovator
even the smallest individual thanks to
the cloud has access to resources
computing that used to be the
envy of large corporations this
that tells us house see well economist
from stanford and the person behind the
google cheap models someone who
he really knows what he’s talking about and
this what allows us basically
experiment and innovate without cost
because because instead of having to
buy a show of a whole license
I can subscribe for a month instead
to buy a server of five thousand
I can start paying 50 dollars
hours per month for a much more server
small if my project grows I start
to move on then I start to grow and
raised more server space 50 to 100 a
200 dollars a month if my project is
growing is because things are going well
for my project as a project that was
innovation and experimentation
can fail what I do I close the
key and an increase that I cancer the
subscribe or shut down the servers let
of paying for it in this sense what
the cloud is doing is taking out the
financial risk of innovating and I
I need to go for anything budget
need the same talk for the
lunch I take it from the box girl and
with that we started to innovate in the cloud
our government
a few years ago I had this vision and in the
2003 , a guideline was issued that
all public institutions that
they said for any new project
information technologies us
we should privilege infrastructure
in the cloud over the model
traditional that we had commented on now
if it is not so powerful one would expect
that we are all using the cloud
so that researchers really that
we are both using the cloud and with
based on a survey that had been doing the
last years I estimate that around
75% of the organizations in the
region are using infrastructure
in the cloud to the satisfaction of many
of what we are in this room today the
Costa Rican number is slightly more
high and estimated that around 85% of
the companies of costa rica are
using the cloud now for me this is
a very, very good number so good that
something weird has to have a little research
more it made me investigate what it is that
we are using in the cloud and the cloud
We can talk about different types of
services one of them are what
we know how software as a service
applications that are ready to
be used that nothing else where
we have a web page and we start
use your services
popular by far is email
when using gmail or out what online
we are really giving the cloud
because we pay based on the amount
of active users that we have or with
based on the amount stored that
each one requires those accounts
emails when I have fewer users
the des write and pay less when
I have more users registered more and payment
more applies the payment for use other
extremely popular application among
we are services like your own
google drive private storage
that potentially comes first is the
well you to the head with said my
data are to is not my data are in
raid my data is in robots this is
very popular but it really is not
exciting because it is that it is not
exciting because here I can not
create my own apps I’m not
experiencing really just I’m
consuming yes as a service paid for
I use something that someone else has already done
most exciting part the cloud has to
see with underlying infrastructure
when I start leasing resources
to innovate and if in that same
survey that I told you we excluded show
first servers and software services
the numbers the option rate drops falls
around one
40 percent for the region to
Costa Rica and 30 percent for the
region nate americana and an idea look
this is not so bad yet at the level
global in latitudes further north east
number already özil 90 percent
clearly we are falling behind and
this brings me to the next
question what are those barriers that
are preventing us from really
let’s take advantage of the cloud the
main barrier is lack training
we do not understand what the cloud is and it is a
fear that makes a lot of sense I do not
I will intuitively fear I will fear and
I will not go to what I do not know
this is how it is solved by learning a
little more and to some extent to me
I’m glad it’s a missing subject
training because it means that I
I have a job insured by the
how many more years talking about the cloud
what is the next barrier mentioned
by security companies we fear for
the security of our data in the
cloud and security has several
dimensions first in psychological theme
physical where I think the data are
more confident if they are here at my par
here if they are outside somewhere
where some of these providers I have
visited the data centers of these
suppliers in both usa
like the one of lis here in costa rica and
others private here in costa rica
and believe me they are data centers of
very first quality are so so good
that I ‘m rather afraid of having my
data only my computer only my
server and not in the centers
of data from these large corporations
we can have engineers in
security they know a lot of security and they
they studied all the books but these
companies have people who write
these books they really know what
what are they doing and that is what
to physical security another dimension
also the logical security that the
fear that someone hacked me steal my
data in the cloud what applies in this
case is a responsibility model
shared where the provider can
give me technological tools to
protect my information at very low
cost worth mentioning but in itself my
password to save my data is
123456 there really is nothing that the
supplier can do for us
then the same policies now that
I have locally I can take them
the cloud and so really protect my
data
another barrier mentioned by companies
it’s a high cost and it makes a lot of sense
if we try to lift the
same server that we use today in
our data center in the cloud but
we are committing a very serious error to the
think so because I’m trying
basically use the same plane
gigantic that I fly to a great extent
unoccupied that is locally I’m
trying to talk the cloud when to the cloud
call time to go buy a
small plane a plane of these
little girls that go to the leader since I
carry enough for most
of the year and when I have more passengers what
What I do is get more light aircraft and
I’m escalating my claim then
taking advantage of the ladder of the cloud
we can lower the costs and
really take advantage of the benefits
of the cloud is worth mentioning
issues of economy of scale even
maybe the same Serbian himself
big plane or the same plane
it costs us really less in the cloud
that if we buy another locally by
an issue of economy of scale
following barriers that I am going to
mention are barriers that concern us
much to us as a country
the first is a limitation of
telecommunications which has
very much felt throughout the region
Latin American Unfortunately we have
deficiencies in themes
telecommunications what does this mean
means that I do not trust the
internet means that I can not
bet my company my applications of
mission critical what I
but day by day I can not bet on a
Internet link that could fail but
not all applications really are
critical vision now in systems like
generation of reports that if I drop
the internet and I could not report in
this moment but I have to
wait one hour
really nothing happens the world does not
just a solution then it is to bring
the cloud out there just applications
that are not mission critical
another alternative is to see again towards
in whether our problem is access
to the internet what if, rather,
we begin to take advantage of it there are
cloud providers that exist within
from our national territory to the
which we can connect taking advantage
the vast network of fiber optic rings
that we have in the country with much greater
reliability that the external link
internet and then we can take advantage
the benefits of is to wire from the cloud
but within the national territory
very related to this the next
barrier mentioned by companies is
a subject of regulatory rigidity and
territoriality of the territorial
data what do we mean by this we
we refer to laws like 89 68 that
we have here in costa rica that
expressly prohibit any
company to host customer data
outside the national territory without
written consent of the clients
Well, to companies that have this
fear I have 33 flats three edges
to consider a first is not everything
that we do in our
companies have to do with data from the
customers think of things like a
catalog of products like videos of
training as promotions
marketing for these matters I do not
I need information that identifies
my clients and therefore there is no law that
limit the one that I have this data out
of the national territory on the other hand
this law said that I can not do it without
the written consent which he wants
say that we got that
consent well we can go outside and
finally with the previous point
I mentioned that there are nine products
local that we can use that too
they are alternative to take advantage of
scalability of the new migration
minimization of financial risk without
have to take data from our
customers of the national territory and a
last barrier mentioned by the
companies as relevant to them is the
absence of a local provider and this is
something very cultural very latin very
Costa Rican we feel that
we have to get to call juan pérez and
scream on the phone because if I do not
I can call him to shout at him
They are giving good service
we need this this close person
there’s a good fake out there that’s
He needed to be able to reach the neck to
hang it in case I have to
leave for my service and if I do not have this
Closeness to the client I do not feel that I
can provide good service
I see several tests seeing what he wants
say that there is someone that encompassed
surely or someone has shouted for
phone
this I see it as an opportunity
opportunity for companies wishing
innovate and start offering this type
of services within the territory
national
so while there is a series of
barriers that in many cases are fine
founded are reasonable varied that no
we want to cross because we put at risk
the operation of our companies
really if we think a little bit more they are
surmountable barriers what does this imply
implies that the economic benefits of
the cloud are really there the scale of
the cloud the possibility of not having to
invest in idle capacity the
possibility of being able to innovate and
experiment without financial risk and
is that how nice it is that I can the cloud
and with only my intellect with only my
ideas I can start to try them
little by little and if something did not work
turn off the key and then return to
open the key the cloud really we
allows to innovate however there are some
details that again for maybe because
knowledge and training topics
we have to turn and cope
in another way and person and I love
say that the cloud is for everyone if not
we are doing we are wasting
a very great opportunity and we are
leaving behind as a country as a region without
board
is for everything so what I hope
that we take our homes and
our companies after the talk
today is that the next time we are
thinking about a new technology project
of information the question that we
let’s do it’s not because we can not to the
cloud but also look and why not
we consider the cloud I leave you with
this invitation many thanks
[Music]
it was exactly 10 years ago the first
Once I heard the words
computation and not in the same sentence and
since I understood that it was the
cloud computing I started to
study it I am passionate about it to the
point that my wife frequently
says my head goes through the clouds and
I’m going to admit, maybe I’ll have a lot of
reason part what my invasions have
thrown out however is to understand that in
the Latin American region and on the coast
rich in particular we are not taking out
as much benefit to the cloud as we should
which brings me to the question that
I bring for you today because no
we are using the cloud now
before entering because we use it or
because it is not worth discussing what is
the cloud the first thing I would like
to clarify is that the cloud is not a place
with us we say that our data
are in the cloud we do not mean that
they are up there in the stratosphere to
some celestial place we do not mean to
that our data is in the hands of
some cloud service provider
and this provider has data centers
and what this program sells us that
storage space processing
ram memory and in all this sense what
that we are going to get a cloud
it’s not a new technology it ‘s the same
hardware the same software that we have
been consuming for decades
now well if it’s not a technology something
to have new in the cloud such that I
have I advocated the last ten years to
study it and the best way to express
for me that cloud is to say the cloud is
a service and here I mean with this
a service something that is consumed not something
which is bought and a good analogy for
understand how we consume a service is
the water service that we have in
our homes
us when we require water in
our homes for example for
show us what we do we open the key
when we finished showering we closed
the key if we are washing the dishes
the dishes if we require more water
we open a little more the key and in everything
moment we consume exactly the
amount of water we require at the end
of the month the test will charge us
then exactly for the amount of
resources that we consume not a drop more
not a drop less in the same way what
that the cloud allows us to consume
computational resources and pay
only for those resources that
we need to play
I think it’s soft compare this with the
traditional model
that model where we buy the
equipment with traction to and everything is in
our data center and a decision
very important to take is what size
requires me this server how much
ability I need to do an exercise
blackboard brief
what an engineer would do is estimate
throughout the year what is the demand that
for resources that I have ups and downs
around the year and a good engineer goes
to estimate the peak and buy a little
more we pay a hypothetical situation of
for the moment where the capacity
installed does not always exceed the demand
what happens in time during a
good part of the year we have capacity
idle busy spaces
this means that my server is so
baggy and I can keep working but
there will be demand peaks where suddenly
I have unsatisfied demand that means
satisfied demand this is that the
system is braking the system is
saturated that I can not process
transactions that my company can not
Check that visitors to my site
e- commerce web site
find the website this is
really serious and soon that the
engineers very wisely always
we buy more than we need
because we think it’s better than about
that not to what is missing yet
with this foresight we really are
making a big mistake because the
statistics suggest that the servers
computational usually use
between 16 15% that capacity that wants
say that there are 85 percent of the
server capacity that is in
disuse
just for this over estimate that
we make the engineers this has very
little sense because I think this is like
have bought a gigantic plane and
fly it with all the costs that
talking about it entails and yet only
have 10 to 15 percent seats
fill all the rest of the money that
we are wasting now because it is
that we overestimate because I can not
buy resources I can not open the key
whenever he needs it but what
I have to have bought in advance
and this what the cloud comes to change to
I can open and it will be the key god
have the ability to equate my
demand for computational resources with
my installed capacity some examples
of national companies that have done
this national entity is one is the
supreme court elections when they were
the elections that Don Guillermo won
solís they estimated that they occupied
two servers to attend to
inquiries from citizens who wanted
see me in the elections without
But when the event arrived they did not
requires a 2 but they just require
70% of the first servers for
luck of them they were running
on a platform not and then they could
off or on servers
they saved basically half of the
costs then came the elections
municipal and something very interesting happened
I said I already learned that I just need
a server but system behaves
different way to citizens we
we behave differently and more
well we require between 10 and 15 times the
capacity that we had installed
again the court that was
making use of an infrastructure
provider here in costa rica from the cloud
called the provider I say please
get up 10 15 is the amount of
servers that I have were opening the
key and the citizens we did not even tell
account that those that gave by class the
system works perfectly
another company here in costa rica that
uses the semac cloud or week that
uses another problem not in and in the
industry that is being marketed to
detail we all know that there are very
clear in the Christmas season san
valentine day mothers and others out there
they know when they are going to have these
peaks at nothing sends call their operator
of the cloud lifts in the infrastructure
necessary to withstand all the traffic of
data they need and after this
go back down this what the cloud
lets that we could not be before
because before we could only buy or
all or nothing we occupy the server
huge
now this does not only apply for cases
where we have elastic demands too
applies to the situation where we have
uncertainty and in this sense the cloud
allows us to experience
and even the most business unit
small to the smallest innovator
even the smallest individual thanks to
the cloud has access to resources
computing that used to be the
envy of large corporations this
that tells us house see well economist
from stanford and the person behind the
google cheap models someone who
he really knows what he’s talking about and
this what allows us basically
experiment and innovate without cost
because because instead of having to
buy a show of a whole license
I can subscribe for a month instead
to buy a server of five thousand
I can start paying 50 dollars
hours per month for a much more server
small if my project grows I start
to move on then I start to grow and
raised more server space 50 to 100 a
200 dollars a month if my project is
growing is because things are going well
for my project as a project that was
innovation and experimentation
can fail what I do I close the
key and an increase that I cancer the
subscribe or shut down the servers let
of paying for it in this sense what
the cloud is doing is taking out the
financial risk of innovating and I
I need to go for anything budget
need the same talk for the
lunch I take it from the box girl and
with that we started to innovate in the cloud
our government
a few years ago I had this vision and in the
2003 , a guideline was issued that
all public institutions that
they said for any new project
information technologies us
we should privilege infrastructure
in the cloud over the model
traditional that we had commented on now
if it is not so powerful one would expect
that we are all using the cloud
so that researchers really that
we are both using the cloud and with
based on a survey that had been doing the
last years I estimate that around
75% of the organizations in the
region are using infrastructure
in the cloud to the satisfaction of many
of what we are in this room today the
Costa Rican number is slightly more
high and estimated that around 85% of
the companies of costa rica are
using the cloud now for me this is
a very, very good number so good that
something weird has to have a little research
more it made me investigate what it is that
we are using in the cloud and the cloud
We can talk about different types of
services one of them are what
we know how software as a service
applications that are ready to
be used that nothing else where
we have a web page and we start
use your services
popular by far is email
when using gmail or out what online
we are really giving the cloud
because we pay based on the amount
of active users that we have or with
based on the amount stored that
each one requires those accounts
emails when I have fewer users
the des write and pay less when
I have more users registered more and payment
more applies the payment for use other
extremely popular application among
we are services like your own
google drive private storage
that potentially comes first is the
well you to the head with said my
data are to is not my data are in
raid my data is in robots this is
very popular but it really is not
exciting because it is that it is not
exciting because here I can not
create my own apps I’m not
experiencing really just I’m
consuming yes as a service paid for
I use something that someone else has already done
most exciting part the cloud has to
see with underlying infrastructure
when I start leasing resources
to innovate and if in that same
survey that I told you we excluded show
first servers and software services
the numbers the option rate drops falls
around one
40 percent for the region to
Costa Rica and 30 percent for the
region nate americana and an idea look
this is not so bad yet at the level
global in latitudes further north east
number already özil 90 percent
clearly we are falling behind and
this brings me to the next
question what are those barriers that
are preventing us from really
let’s take advantage of the cloud the
main barrier is lack training
we do not understand what the cloud is and it is a
fear that makes a lot of sense I do not
I will intuitively fear I will fear and
I will not go to what I do not know
this is how it is solved by learning a
little more and to some extent to me
I’m glad it’s a missing subject
training because it means that I
I have a job insured by the
how many more years talking about the cloud
what is the next barrier mentioned
by security companies we fear for
the security of our data in the
cloud and security has several
dimensions first in psychological theme
physical where I think the data are
more confident if they are here at my par
here if they are outside somewhere
where some of these providers I have
visited the data centers of these
suppliers in both usa
like the one of lis here in costa rica and
others private here in costa rica
and believe me they are data centers of
very first quality are so so good
that I ‘m rather afraid of having my
data only my computer only my
server and not in the centers
of data from these large corporations
we can have engineers in
security they know a lot of security and they
they studied all the books but these
companies have people who write
these books they really know what
what are they doing and that is what
to physical security another dimension
also the logical security that the
fear that someone hacked me steal my
data in the cloud what applies in this
case is a responsibility model
shared where the provider can
give me technological tools to
protect my information at very low
cost worth mentioning but in itself my
password to save my data is
123456 there really is nothing that the
supplier can do for us
then the same policies now that
I have locally I can take them
the cloud and so really protect my
data
another barrier mentioned by companies
it’s a high cost and it makes a lot of sense
if we try to lift the
same server that we use today in
our data center in the cloud but
we are committing a very serious error to the
think so because I’m trying
basically use the same plane
gigantic that I fly to a great extent
unoccupied that is locally I’m
trying to talk the cloud when to the cloud
call time to go buy a
small plane a plane of these
little girls that go to the leader since I
carry enough for most
of the year and when I have more passengers what
What I do is get more light aircraft and
I’m escalating my claim then
taking advantage of the ladder of the cloud
we can lower the costs and
really take advantage of the benefits
of the cloud is worth mentioning
issues of economy of scale even
maybe the same Serbian himself
big plane or the same plane
it costs us really less in the cloud
that if we buy another locally by
an issue of economy of scale
following barriers that I am going to
mention are barriers that concern us
much to us as a country
the first is a limitation of
telecommunications which has
very much felt throughout the region
Latin American Unfortunately we have
deficiencies in themes
telecommunications what does this mean
means that I do not trust the
internet means that I can not
bet my company my applications of
mission critical what I
but day by day I can not bet on a
Internet link that could fail but
not all applications really are
critical vision now in systems like
generation of reports that if I drop
the internet and I could not report in
this moment but I have to
wait one hour
really nothing happens the world does not
just a solution then it is to bring
the cloud out there just applications
that are not mission critical
another alternative is to see again towards
in whether our problem is access
to the internet what if, rather,
we begin to take advantage of it there are
cloud providers that exist within
from our national territory to the
which we can connect taking advantage
the vast network of fiber optic rings
that we have in the country with much greater
reliability that the external link
internet and then we can take advantage
the benefits of is to wire from the cloud
but within the national territory
very related to this the next
barrier mentioned by companies is
a subject of regulatory rigidity and
territoriality of the territorial
data what do we mean by this we
we refer to laws like 89 68 that
we have here in costa rica that
expressly prohibit any
company to host customer data
outside the national territory without
written consent of the clients
Well, to companies that have this
fear I have 33 flats three edges
to consider a first is not everything
that we do in our
companies have to do with data from the
customers think of things like a
catalog of products like videos of
training as promotions
marketing for these matters I do not
I need information that identifies
my clients and therefore there is no law that
limit the one that I have this data out
of the national territory on the other hand
this law said that I can not do it without
the written consent which he wants
say that we got that
consent well we can go outside and
finally with the previous point
I mentioned that there are nine products
local that we can use that too
they are alternative to take advantage of
scalability of the new migration
minimization of financial risk without
have to take data from our
customers of the national territory and a
last barrier mentioned by the
companies as relevant to them is the
absence of a local provider and this is
something very cultural very latin very
Costa Rican we feel that
we have to get to call juan pérez and
scream on the phone because if I do not
I can call him to shout at him
They are giving good service
we need this this close person
there’s a good fake out there that’s
He needed to be able to reach the neck to
hang it in case I have to
leave for my service and if I do not have this
Closeness to the client I do not feel that I
can provide good service
I see several tests seeing what he wants
say that there is someone that encompassed
surely or someone has shouted for
phone
this I see it as an opportunity
opportunity for companies wishing
innovate and start offering this type
of services within the territory
national
so while there is a series of
barriers that in many cases are fine
founded are reasonable varied that no
we want to cross because we put at risk
the operation of our companies
really if we think a little bit more they are
surmountable barriers what does this imply
implies that the economic benefits of
the cloud are really there the scale of
the cloud the possibility of not having to
invest in idle capacity the
possibility of being able to innovate and
experiment without financial risk and
is that how nice it is that I can the cloud
and with only my intellect with only my
ideas I can start to try them
little by little and if something did not work
turn off the key and then return to
open the key the cloud really we
allows to innovate however there are some
details that again for maybe because
knowledge and training topics
we have to turn and cope
in another way and person and I love
say that the cloud is for everyone if not
we are doing we are wasting
a very great opportunity and we are
leaving behind as a country as a region without
board
is for everything so what I hope
that we take our homes and
our companies after the talk
today is that the next time we are
thinking about a new technology project
of information the question that we
let’s do it’s not because we can not to the
cloud but also look and why not
we consider the cloud I leave you with
this invitation many thanks
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