Containers/Guarantees for resources

This page describes how guarantees for resources can be implemented.

comment4,

Providing a guarantee through limiting

The idea of getting a guarantee is simple:

if any group Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle g_i} requires a $G_{i}$ units of resource from Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle R} units available then limiting all the rest groups with Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle R - G_i} units provides a desired guarantee

For Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle N} groups in the system this implies solving a linear equation set to get limits Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle L_i} like this:

Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle \begin{cases} L_2 + L_3 + \ldots + L_N = R - G_1 \\ L_1 + L_3 + \ldots + L_N = R - G_2 \\ \ldots \\ L_1 + L_2 + \ldots + L_{N-1} = R - G_N \\ \end{cases} }

In a matrix form this looks like

Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle A L = G\; }

where

Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle A = \begin{bmatrix} 0 & 1 & 1 & \cdots & 1 & 1 \\ 1 & 0 & 1 & \cdots & 1 & 1 \\ & & \cdots \\ 1 & 1 & 1 & \cdots & 1 & 0 \\ \end{bmatrix} , L = \begin{bmatrix} L_1 \\ L_2 \\ \vdots \\ L_N \end{bmatrix} , G = \begin{bmatrix} R - G_1 \\ R - G_2 \\ \vdots \\ R - G_N \end{bmatrix} }

and thus the solution is

Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle L = A^{-1}G\; }

Skipping boring calculations, the reverse matrix Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle A^{-1}\;} is

Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle A^{-1} = \frac {1} {N - 1} \left( A - (N - 2) E \right) }

This solutions looks huge, but the Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle L} vector is calculated in Failed to parse (MathML with SVG or PNG fallback (recommended for modern browsers and accessibility tools): Invalid response ("Math extension cannot connect to Restbase.") from server "https://wikimedia.org/api/rest_v1/":): {\displaystyle O(N)} time:

void calculate_limits(int N, int *g, int *l)
{
        int sum;
        int i;

        if (N == 1) {
                l[0] = R;
                return;
        }

        sum = 0;
        for (i = 0; i < N; i++)
                sum += R - g[i];
        for (i = 0; i < N; i++)
                l[i] = (sum - (R - g[i]) - (N - 2) * (R - g[i]))/(N - 1);
}

Disadvantages of this approach

This approach has only one disadvantage: O(n) time needed to start a new container.