On the other hand, the time required for updating search index is increasing proportionally.
On the other hand, the time required for updating the search index increases in proportion to the total number of the registered metadata.
The numbers have been plotted as a percentage of the computational effort required for full filter update, i.e., the effort required for updating the MAEC filters using the PUNLMS algorithm with Q=1.
The knowledge of systems internal dynamics (i.e. matrix A) is not needed for evaluation of cost or the update of control policy; only the knowledge of input matrix B is required for updating the control policy.
In the same experiment, we introduce 100 new policies each test until reach the maximum limit 10,000, and measure the time required for updating the previous constructed belief network.
From the graph, it is clear that when the number of applications is 40 and above, the computational time of O-IDM increases exponentially because of its checking on all possible combinations required for updating the matrix for historical usage statistics.
In a nutshell, our AL based framework was able to better induce an updated detection model on a daily basis, outperforming all the anti-virus tools and managing to accomplish this using only a fraction of the new PDF files (25%%)—the most informative portion, consisting of the most valuable information required for updating the knowledge stores of the detection model and anti-virus tools.
Therefore solutions that either infuse additional resources or greatly reduce the work required for updating seem most needed.
This presents a challenge for reviewers in terms of the time and resources required for updates, as well as the end-users of the reviews or those wanting to synthesize the reviews (e.g., in overviews of reviews) as a basis for decision-making.
It uses software management solution specific Data Collectors to gather the information required for the Update Checker, sends it to the machine the Update Checker is running on and triggers the registration process.
In addition, the computation time required for the update of the coefficients is investigated.
