The
next gold rush in Financial Markets will be driven by Big Data, the key driver
for this is the low cost to create, manage, mine and deploy big data using the
pay as you use solutions in the cloud.
Cloud
computing has democratized Big Data usage and analytics, the differentiator for
the winners will be the traders who use Big Data Analytics and Algorithmic
trading engines to churn profits from the markets.
All
markets work on information whether it is from government, corporate, industry,
social media, economical trends, sales figures, people, historical statistics
and future projections and more.
All
this data both structured and unstructured will have to be brought together under
one umbrella and made to work in tandem to provide analytics which can be piped
into an algorithmic engine which in turn
will create the upside in the markets for the bold investors who get this
technology usage right.
Big Data will allow traders to harness the energy in information to
create value in the financial markets.
Here is
a scenario on how could this happen, let
us consider the US Bond market trader who wants to use this combination of big
data analytics and an algorithmic engine , wall street data over the years, data
on government spending, SEC guidelines, the Federals positions, the various
bond gurus prophesies, the news both digital and printed, plus the market
prices and the historic data, this list is not complete and there are more
pieces in this big puzzle including the various trading strategies that will
need to be adopted.
The
trader will have an almost infinite information set which needs to be mined
with the right tools and analyzed to get the winning formula; we will need some
of the best mathematicians and statisticians in our team to prioritize and map
this data into the trading strategy and predicted outcome.
The
trader will need Big Data to hold the humongous volume of structured and
unstructured data and his analysts will need
the ability to toss and turn the data . The trader will need a team to help
managing this jumbo canister of digital data.
There
will be a need for a team to scrub and
clean this data before it can be used by the customized tools for analysing
this data. The team has to be adept at building and deploying tools to clean
and scrub data in real time.
There
will be static data streams and real time data streams which have to be merged
by the big data algorithms to give the trader an useful output to feed the algorithmic
trading engine which will connect into the digital bonds market.
Remember
all this activity of data production in
the real market will happen in nano seconds or less in a fast moving and
frenetic digital market and will be more complex in the equity and commodity
markets which are like quicksilver.
If the
trader decided on hedging, cross border correlation with other markets and also
within the domestic markets the data flows and information engines become more
complex but the upside for the winner will be take it all.
How do
we put a team together to make this happen, in
my mind it will be a global project,
Big
data and algo engines are best today in the USA so we will use the computing
infrastructure in that country and also work in the markets in the USA .
Asia could be the ideal location for data cleaning
and preparation, it has a competitive and educated work force which have shown
that it can deliver, India could be a leader in this space given its Y2k
migration track record. But other countries like China, Korea are also
excellent sources.
The algorithmic engines complemented
with mathematics and statistical engines
may come from the team in Eastern Europe who have wonderful teams who have made
significant contributions in this area.
India could provide the
expertise in building the solutions need for data analytics and algo trading
engines and other related technology engineering.
The funding for this gold rush would not be from the European nobility but from ordinary citizens who believe in the power of Big Data and its positive outcome.
The funding for this gold rush would not be from the European nobility but from ordinary citizens who believe in the power of Big Data and its positive outcome.
Once we
have the ingredients together and we will need this team of Americans, Asians,
Europeans to be connected virtually to make our gold mining expedition a
reality and to take on the global markets.
What
will be the time needed for such a project, need not be more than three months
if we use cloud computing project management methodology. We can start small
and keep improving our big data analytical engine and our algo trading engine
as we see an upside in our technology.
The
downside could be we lose our capital if this does not work, but we have a
small investment to make on cloud computing, but with the right team there will
be no looking back.
The
biggest worry in this strategy is whether the global exchanges will be able to
handle the tsunami created by the marriage of big data analytics and algo
trading. The barrier for this
project could be the exchanges and
regulators who may play spoil sport and
close this window of opportunity even before the party starts.
The early bird catches the worm, so get your
tools sharpened, put your tools together and start your Gold Mining expedition,
if you are lucky you may even strike platinum. Markets are all about slices of
opportunities like a surfer finding the perfect wave, so get your boards out
and ride the waves of this new opportunity. Nerds can change the global markets
and Big Data will the technology engine that they can harness to make the differenceThis Post appeared as an article in Information Wee, here is the link .
http://www.informationweek.in/software/13-03-18/the_next_gold_rush_in_financial_markets_will_be_driven_by_big_data.aspx
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