The paper also presented a detailed analysis of both time and storage complexity of the proposed method.
Both the time and memory complexity associated with the location management of N mobile users are O(N) for the location management provided by the proposed framework, while a distributed scheme requires O N2) for both time and memory complexity.
For this purpose, Equations (2), (3) and (4) are combined into the following single equation: (8) To reduce both time and space complexity, we use a heuristic simplification that is inspired by the sparsification technique.
Both time and space complexities of stochastic alignment are O (n 2 l 2 ).
However, traditional qPCR is difficult to multiplex, and as a result, multitarget experiments require many single reactions to be conducted in parallel, either in microplate format or in the case of limited-quantity samples, using preamplification and proprietary microfluidic platforms; both approaches which add substantial cost, time, and complexity to the analysis.
Given that NPTRs are originally evolved from PTRs, Xstream [ 55] and REPfind [ 58] detect NPTRs based on the extension of exact repeats seeds, which could decrease the computational complexity of both time and space.
In this section, we analyze both the time and space complexity of our proposed approach.
For comparison to the complex joint secondary structure prediction methods with high resource consumption (both high time and memory complexity), we were only able to compare to \textsf{inteRNA}, as this is currently the only method with a sufficiently low resource consumption.
To solve the big topic modeling problem, we need to reduce both the time and space complexities of batch latent Dirichlet allocation (LDA) algorithms.
