Furthermore, users will be able use their own computational resources when running jmodeltest.org.org
Multi-cell packing procedures, fine adjustment of the algorithm's parameters, as well as implementation of GA were effective tools to optimize the computational resources, to speed-up the SPA and to pack very large volumes of spherical entities.
More granularity is needed in terms of considering the multiple degrees of computational and network resources when scheduling.
Moreover, due to the massive amount of data that is usually involved in CBIR, compact descriptions are imperative when computational resources are limited.
One drawback of the approach is that Oases can be more memory-intensive than Velvet, which limits its application when computational resources are limited.
In [13], utility functions in autonomic systems are used to continually optimize the utilization of managed computational resources in a dynamic, heterogeneous environment.
Filtered fragments also retain interpretability and allow fast processing In summary, unprocessed (all) fragments are a good option if there are enough computational resources to optimize SVMs and the vast amount of (often redundant) features does not hinder interpreting predictions.
Hybrid methods can be employed to optimize the use of the computational resources in such a multi-scale environment (Jeschke and Uhrmacher, 2008).
The proposed model in this paper tackles the resource allocation challenges faced when provisioning computational resources (CPU, memory and storage) and network resources.
We introduce an algorithm that significantly reduces computational resources and is especially powerful when dealing with multi-modal distributions.
The OLC-algorithm assemblers show a wider spectrum of results, requiring less time and computational resources, making them more suitable when dealing with highly heterogeneous metagenomes.
