21st
century is the golden age for all scientific and economic
developments .
Particularly
the next 30 years would be very important as they have the potential
to decide the Fate of Humanity .So presently we are living in the
most interesting age of human history , Cheers! .
Let
us explore what I mean by it .
The
world population is around 7 billion and is expected to grow
further in next few years .
This
would increase the demand of number of personal and commercial
computers and so does the amount of data that is added to the virtual
data junk every year. In today's world no matter where you are , you
are always surrounded by this cluster of invisible information web .
So
what is the purpose and advantage of this big data web ?
Obviously
to exchange information from remote computers. But this is not it ,
in today's economy extracting useful information out of these binary
data chunks is a big challenge for humans as well as computers as
there is a limit to how much computation we can perform using our
modern silicon based computers .Companies use this information to
improve their products and services.
Solving
optimization problems is another big challenge faced by data
scientists today .
To
those who are unaware about it let me explain it with an example ,
lets say you have to travel throughout the world in all the cities
and all the countries . What is the shortest route you would take so
that you cover the entire journey in minimum time and your
expenditure is minimum ? You have to consider hundreds of parameters
like fuel cost , environmental impact , duration of stay , and many
many more . This is an example of optimization problem in is a big
challenge faced by computer scientists today.
Further
the problem is divided into two components , first we don't have the
hardware to perform these complex computations , second we don't have
the perfect algorithm to solve it . In conclusion
it is
the most difficult challenge accepted by us in the 21st
century .It is in fact one of the greatest challenge of computational
mathematics.
Analysis
and making sense out of this big data collection have an interesting
application other than
profit
making . If an entity can process millions of Tera bytes of data and
if could actually compute it the way we want to ,our computers can
predict the future . For example , weather forecast ,
computers
collect satellite data of both past and present and simulate the the
expected results , which are at most times correct . Think about rank analyzers , they make use of data from previous year statistics to
predict the rank based on your score this year. You'll find numerous
such instances ; actually we're doing it since long back . Big data
analysis is just the the same thing but on a much larger scale.
And
also if we could do that , we might be able to solve more complex
problem like that of Big Bang theory and other deepest mysteries of
universe and our existence .
Any
major development in building and developing this combination of
hardware and software
or
any failure here would decide the fate of humanity.The solution to
this problem would forever change the way we live , the way we
process information, Everything is just a few decades away.
This
century will decide whether we'll rule the computers or they'll rule
over us!
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