Systems which manipulate important volumes of data need to be managed with Real-Time (RT) databases.
To achieve an accurate forecast, large volumes of data need to be collected over a wide range of regions to act as forecast model boundary conditions.
We chose PWMs to summarize TFBSs because validated PWMs are available from several sources [3], [4], and because PWMs are suitable for de novo discovery as they provide a good tradeoff between binding site prediction accuracy and the required volume of training data needed [11].
In trading "production" environment, the vast volumes of streaming data need to be received, captured, processed, stored and turned into trading communication.
What he did do was point me to MtGox's developer page on the service, first quietly posted about two weeks ago, which notes that it opted for PubNub "due to the difficulty to cope with the kind of volumes of data [needed] to broadcast real-time while keeping a reliable service".
The greatest challenge is the increasing volume of data that needed to be analysed.
Internalizing the bootstrap creation would simultaneously reduce the amount of message passing data that needs to be distributed as well as greatly reducing the volume of data that needs to be read by the programs.
Indeed, it might be argued that what truly distinguishes Big Science from the small stuff as astronomers and physicists have known for decades and biologists discovered in the aftermath of the Human Genome Project is not the amount of money involved but the volume of data that needs to be processed.
We're not competing with telecom providers, but the volume of data we need to move around the world has grown to the point where in some cases we've exceeded the ability traditional players can offer.
You need a certain scale in search to generate good results, particularly for more obscure queries - and in Europe, Bing has never had the volume of data it needs to really put a dent in Google's lead.
The continuing decline in the cost-per-megabyte of hard disk storage has inevitably led to a ballooning volume of data that needs to be reviewed in digital investigations.
