Without the filter, RNAshapes exceeds memory for sequences as small as 130 nt (cyan colored curve in Fig. 4B).
In the SVD subtype of VCI, executive dysfunction often equals or may exceed memory impairment, but depending on location all varieties of cognitive impairment may ensue.
SPARK overcomes both limitations by performing in-memory caching for each executor, which eliminates the disk IO bottleneck on smaller datasets, while maintaining scalability to larger datasets by spilling data that exceeds memory availability to disk.
Although we have demonstrated the advantages of VARIANTSPARK over traditional methods on small datasets, such as individual chromosomes, the main advantage of SPARK is its ability to process datasets that exceed memory limits.
Recognition memory generally exceeds recall memory, and consequently, participants should perform more accurately on the recognition trial and the recall trials.
The data representation, number and range of features was selected in order to maintain a relatively high number of dimensions, while being able to create a large number of records and at the same time avoiding exceeding the memory limits of the setup (approx. 8192 MB per mapper or reducer for the Hadoop case).
Due to the large number of reads involved per experiment (tens of millions) and the information provided per read, typical file sizes can reach up to 200 GB, greatly exceeding the memory capacity of most current workstations.
> -wrap-foot> The numbers reported in the row of GA*768 search space indicate that the numbers of new nodes expanded by parallel A* search did not exceed the memory limit of GPU so that the results computed without memory restriction can be used as references for evaluating their tests with memory restriction.
Despite of their computational power, the amount of memory required by the algorithm for decoding the whole video sequence exceeded the memory capacity of the six GPUs.
However, we cannot increase the number of MPI processes exceed the memory capacity of computer, because each MPI process occupies the main memory during its computation process, resulting in an increase in the overall memory requirement.
