Not only do most of them actually not have Big Data in terms of data complexity or volume, but most of them actually have Crappy Data, and it's probably hurting their business.
So cloud computing was all about achieving flexibility and connectivity in the face of data complexity and increasing complex IT workloads that connect to services emanating from all sorts of different service providers -- who knew?
The increase in data complexity may make classical statistical inference less tractable.
The goal of the Workshop was to explore new problems in Astronomical data analysis that arise from data complexity.
Huge volume of data and high data complexity are the main challenges in metagenomic assembly.
Applying principal component analysis reduces the data complexity while preserving sufficient data variance.
New sequencing technologies pose significant challenges in terms of data complexity and magnitude.
However, their efficient exploitation involves new challenges, especially for adapting traditional classification schemes to data complexity.
More advanced statistical methods capture the data complexity better, but are difficult to apply appropriately and correctly by investigators who do not have advanced training in statistics.
They are guided by the values of some data complexity measures, which evaluate the difficulty of the binary sub-problems.
Because the controller is designed directly from data, complexity in building the model and modeling error are avoided.
