In particular, the RMySQL package [ 15] was used to communicate with the database running on the data-partitioning server, and the 'ff' package [ 16] was used to store data partitions as memory-mapped, disk-based data frames to enable efficient use of compute node system memory.
The cost of this improvement is an increase in computational complexity of each model, that could be efficiently parallelized in the cloud or by an efficient use of high performance computing (HPC) infrastructures, which usually exist in telecommunication and energy companies.
So how can we make a more economic and efficient use of all the computing power that's going to waste?
It is aimed at fitting requirements and constraints of nanotechnologies, in an effort to achieve efficient use of the huge computing power promised by them.
The centers are designed to provide the most efficient use of all storage and computing power, avoiding costly downtime and lulls typical of smaller businesses.
Zander wrote that the Avere technology could also be useful in life sciences, education, oil and gas, financial services and manufacturing or anywhere companies could benefit from more efficient use of high performance storage and compute resources.
In addition, some algorithms can make efficient use of multi-threaded processors or cluster computing, effectively reducing their wall-clock run time.
The high-performance computing infrastructure (HPCI) system research project was started in Japan in 2012 to promote the efficient use of the national flagship K computer.
Cloud computing promises a more efficient use of information technology resources by tapping into large amounts of data storage and computational power via the Internet.
