This will become especially necessary as we generate more and more data and discover new complexities in the genome that make powerful bioinformatics research strategies even more critical for identifying genetic risk factors for common human diseases.
As we generate more cellular genomics data, we will improve our understanding of the impact of PTVs on gene function.
As the transformation accelerated, teams were asked to do more with less, generate more data, and make decisions faster.
Even as we as a species generate more data points than ever before, Moore's Law and its corollaries (such as Kryder's Law of hard disks) are creating a computational fabric which enables that data to be processed more cost-effectively than ever before.
Now, as more traditional companies generate more data, DataStax is finding no lack of customers.
Facebook finds value in relationships and data about them and it doesn't sell content but does use content as a tool to generate more data about users and their interests.
As global surveillance efforts continue to generate more data on the distribution of wildlife hosts and as new hosts are discovered, the modeling framework presented here can be used to anticipate regions with flavivirus emergence vulnerability and better inform on the impact of sylvatic transmission on global health.
With the active adoption of ADSL and cable modem broadband accesses in the SOHO and residential markets, these markets generate more data traffic as well.
As companies move towards business applications in the cloud, and generate more data in the cloud, we're going to see the rise of startups like EdgeSpring who are trying to actually make sense of all of this data.
And since data products generate more data as they are used, the greater the character of data imbalance would become over time.
There is little doubt that evolutionary theory will continue to be at the center stage in analyses of somatic mutations as the ongoing large-scale sequencing efforts generate more data (see the International Cancer Genome C onsortium 2010 for data efforts and F rank 2010 for a discussion on the time evolution of somatic variation).
