<p>As the scale of multiprocessor systems expands, link failures between processors become inevitable. Therefore, analyzing the reliability of the underlying topological graph <i>G</i> of an interconnection network is of crucial importance for the design and maintenance of such systems. To rigorously evaluate the fault tolerance of multiprocessor systems, the <i>h</i>-extra edge connectivity of a graph <i>G</i>, denoted by <InlineEquation ID="IEq4"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq4.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="44" /> </InlineMediaObject> <EquationSource Format="TEX">\(\lambda _h(G)\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <msub> <mi>λ</mi> <mi>h</mi> </msub> <mrow> <mo stretchy="false">(</mo> <mi>G</mi> <mo stretchy="false">)</mo> </mrow> </mrow> </math></EquationSource> </InlineEquation>, was introduced to assess their resilience. As a generalization of traditional edge connectivity, <InlineEquation ID="IEq5"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq5.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="44" /> </InlineMediaObject> <EquationSource Format="TEX">\(\lambda _h(G)\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <msub> <mi>λ</mi> <mi>h</mi> </msub> <mrow> <mo stretchy="false">(</mo> <mi>G</mi> <mo stretchy="false">)</mo> </mrow> </mrow> </math></EquationSource> </InlineEquation> is defined as the minimum number of edges whose removal splits a network of <i>N</i> processors with the underlying topological graph <i>G</i> into several components, each containing at least <i>h</i> processors, with <InlineEquation ID="IEq6"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq6.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="83" /> </InlineMediaObject> <EquationSource Format="TEX">\(h\le \left\lfloor N/2\right\rfloor \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>h</mi> <mo>≤</mo> <mfenced close="⌋" open="⌊"> <mi>N</mi> <mo stretchy="false">/</mo> <mn>2</mn> </mfenced> </mrow> </math></EquationSource> </InlineEquation>. This specific parameter provides a refined quantitative analysis for the reliability of multiprocessor systems under link failures. The augmented 3-ary <i>n</i>-cube <InlineEquation ID="IEq7"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq7.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="44" /> </InlineMediaObject> <EquationSource Format="TEX">\(AQ_{n,3}\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>A</mi> <msub> <mi>Q</mi> <mrow> <mi>n</mi> <mo>,</mo> <mn>3</mn> </mrow> </msub> </mrow> </math></EquationSource> </InlineEquation>, an interconnection network with <InlineEquation ID="IEq8"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq8.gif" Format="GIF" Height="14" Rendition="HTML" Resolution="72" Type="Linedraw" Width="55" /> </InlineMediaObject> <EquationSource Format="TEX">\(N=3^n\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>N</mi> <mo>=</mo> <msup> <mn>3</mn> <mi>n</mi> </msup> </mrow> </math></EquationSource> </InlineEquation> processors, extends the 3-ary <i>n</i>-cube <InlineEquation ID="IEq9"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq9.gif" Format="GIF" Height="20" Rendition="HTML" Resolution="72" Type="Linedraw" Width="24" /> </InlineMediaObject> <EquationSource Format="TEX">\(Q_{n}^{3}\)</EquationSource> <EquationSource Format="MATHML"><math> <msubsup> <mi>Q</mi> <mrow> <mi>n</mi> </mrow> <mn>3</mn> </msubsup> </math></EquationSource> </InlineEquation> by introducing complementary edges. This paper determines the values of <InlineEquation ID="IEq10"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq10.gif" Format="GIF" Height="20" Rendition="HTML" Resolution="72" Type="Linedraw" Width="76" /> </InlineMediaObject> <EquationSource Format="TEX">\(\lambda _h\left( AQ_{n,3}\right) \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <msub> <mi>λ</mi> <mi>h</mi> </msub> <mfenced close=")" open="("> <mi>A</mi> <msub> <mi>Q</mi> <mrow> <mi>n</mi> <mo>,</mo> <mn>3</mn> </mrow> </msub> </mfenced> </mrow> </math></EquationSource> </InlineEquation> for all integers <InlineEquation ID="IEq11"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq11.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="104" /> </InlineMediaObject> <EquationSource Format="TEX">\(h\in \left[ 1,\left\lfloor 3^n/2 \right\rfloor \right] \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>h</mi> <mo>∈</mo> <mfenced close="]" open="["> <mn>1</mn> <mo>,</mo> <mfenced close="⌋" open="⌊"> <msup> <mn>3</mn> <mi>n</mi> </msup> <mo stretchy="false">/</mo> <mn>2</mn> </mfenced> </mfenced> </mrow> </math></EquationSource> </InlineEquation> by finding the optimal solution of the edge isoperimetric problem of <InlineEquation ID="IEq12"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq12.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="44" /> </InlineMediaObject> <EquationSource Format="TEX">\(AQ_{n,3}\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>A</mi> <msub> <mi>Q</mi> <mrow> <mi>n</mi> <mo>,</mo> <mn>3</mn> </mrow> </msub> </mrow> </math></EquationSource> </InlineEquation>, thereby refining the fault tolerance accuracy of <InlineEquation ID="IEq13"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq13.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="44" /> </InlineMediaObject> <EquationSource Format="TEX">\(AQ_{n,3}\)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>A</mi> <msub> <mi>Q</mi> <mrow> <mi>n</mi> <mo>,</mo> <mn>3</mn> </mrow> </msub> </mrow> </math></EquationSource> </InlineEquation>-based interconnection networks. The interval <InlineEquation ID="IEq14"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq14.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="73" /> </InlineMediaObject> <EquationSource Format="TEX">\(\left[ 1,\left\lfloor 3^n/2 \right\rfloor \right] \)</EquationSource> <EquationSource Format="MATHML"><math> <mfenced close="]" open="["> <mn>1</mn> <mo>,</mo> <mfenced close="⌋" open="⌊"> <msup> <mn>3</mn> <mi>n</mi> </msup> <mo stretchy="false">/</mo> <mn>2</mn> </mfenced> </mfenced> </math></EquationSource> </InlineEquation> is partitioned into several subintervals, and key properties of <InlineEquation ID="IEq15"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq15.gif" Format="GIF" Height="20" Rendition="HTML" Resolution="72" Type="Linedraw" Width="76" /> </InlineMediaObject> <EquationSource Format="TEX">\(\lambda _h\left( AQ_{n,3}\right) \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <msub> <mi>λ</mi> <mi>h</mi> </msub> <mfenced close=")" open="("> <mi>A</mi> <msub> <mi>Q</mi> <mrow> <mi>n</mi> <mo>,</mo> <mn>3</mn> </mrow> </msub> </mfenced> </mrow> </math></EquationSource> </InlineEquation> are analyzed through this partitioning. Furthermore, the derivation of a recursive relation for <InlineEquation ID="IEq16"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq16.gif" Format="GIF" Height="20" Rendition="HTML" Resolution="72" Type="Linedraw" Width="76" /> </InlineMediaObject> <EquationSource Format="TEX">\(\lambda _h\left( AQ_{n,3}\right) \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <msub> <mi>λ</mi> <mi>h</mi> </msub> <mfenced close=")" open="("> <mi>A</mi> <msub> <mi>Q</mi> <mrow> <mi>n</mi> <mo>,</mo> <mn>3</mn> </mrow> </msub> </mfenced> </mrow> </math></EquationSource> </InlineEquation> enables the design of an <InlineEquation ID="IEq17"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq17.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="69" /> </InlineMediaObject> <EquationSource Format="TEX">\(O\left( \log N\right) \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>O</mi> <mfenced close=")" open="("> <mo>log</mo> <mi>N</mi> </mfenced> </mrow> </math></EquationSource> </InlineEquation> algorithm to compute the exact values of <InlineEquation ID="IEq18"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq18.gif" Format="GIF" Height="20" Rendition="HTML" Resolution="72" Type="Linedraw" Width="76" /> </InlineMediaObject> <EquationSource Format="TEX">\(\lambda _h\left( AQ_{n,3}\right) \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <msub> <mi>λ</mi> <mi>h</mi> </msub> <mfenced close=")" open="("> <mi>A</mi> <msub> <mi>Q</mi> <mrow> <mi>n</mi> <mo>,</mo> <mn>3</mn> </mrow> </msub> </mfenced> </mrow> </math></EquationSource> </InlineEquation> for all integers <InlineEquation ID="IEq19"> <InlineMediaObject> <ImageObject Color="BlackWhite" FileRef="11227_2025_6952_Article_IEq19.gif" Format="GIF" Height="19" Rendition="HTML" Resolution="72" Type="Linedraw" Width="104" /> </InlineMediaObject> <EquationSource Format="TEX">\(h\in \left[ 1,\left\lfloor 3^n/2 \right\rfloor \right] \)</EquationSource> <EquationSource Format="MATHML"><math> <mrow> <mi>h</mi> <mo>∈</mo> <mfenced close="]" open="["> <mn>1</mn> <mo>,</mo> <mfenced close="⌋" open="⌊"> <msup> <mn>3</mn> <mi>n</mi> </msup> <mo stretchy="false">/</mo> <mn>2</mn> </mfenced> </mfenced> </mrow> </math></EquationSource> </InlineEquation>.</p>

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An effective \(O\left( \log N\right) \) algorithm for evaluating reliability of augmented 3-ary n-cubes via h-extra edge connectivity

  • Xianqi Shao,
  • Mingzu Zhang

摘要

As the scale of multiprocessor systems expands, link failures between processors become inevitable. Therefore, analyzing the reliability of the underlying topological graph G of an interconnection network is of crucial importance for the design and maintenance of such systems. To rigorously evaluate the fault tolerance of multiprocessor systems, the h-extra edge connectivity of a graph G, denoted by \(\lambda _h(G)\) λ h ( G ) , was introduced to assess their resilience. As a generalization of traditional edge connectivity, \(\lambda _h(G)\) λ h ( G ) is defined as the minimum number of edges whose removal splits a network of N processors with the underlying topological graph G into several components, each containing at least h processors, with \(h\le \left\lfloor N/2\right\rfloor \) h N / 2 . This specific parameter provides a refined quantitative analysis for the reliability of multiprocessor systems under link failures. The augmented 3-ary n-cube \(AQ_{n,3}\) A Q n , 3 , an interconnection network with \(N=3^n\) N = 3 n processors, extends the 3-ary n-cube \(Q_{n}^{3}\) Q n 3 by introducing complementary edges. This paper determines the values of \(\lambda _h\left( AQ_{n,3}\right) \) λ h A Q n , 3 for all integers \(h\in \left[ 1,\left\lfloor 3^n/2 \right\rfloor \right] \) h 1 , 3 n / 2 by finding the optimal solution of the edge isoperimetric problem of \(AQ_{n,3}\) A Q n , 3 , thereby refining the fault tolerance accuracy of \(AQ_{n,3}\) A Q n , 3 -based interconnection networks. The interval \(\left[ 1,\left\lfloor 3^n/2 \right\rfloor \right] \) 1 , 3 n / 2 is partitioned into several subintervals, and key properties of \(\lambda _h\left( AQ_{n,3}\right) \) λ h A Q n , 3 are analyzed through this partitioning. Furthermore, the derivation of a recursive relation for \(\lambda _h\left( AQ_{n,3}\right) \) λ h A Q n , 3 enables the design of an \(O\left( \log N\right) \) O log N algorithm to compute the exact values of \(\lambda _h\left( AQ_{n,3}\right) \) λ h A Q n , 3 for all integers \(h\in \left[ 1,\left\lfloor 3^n/2 \right\rfloor \right] \) h 1 , 3 n / 2 .