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<title data-rh="true">Maximum Bandwidth for Global Adoption | Waku Documentation</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://docs.waku.org/research/research-and-studies/maximum-bandwidth"><meta data-rh="true" name="docusaurus_locale" content="en-GB"><meta data-rh="true" name="docsearch:language" content="en-GB"><meta data-rh="true" name="keywords" content="waku, web3"><meta data-rh="true" name="image" content="theme/image/preview-image.png"><meta data-rh="true" name="docusaurus_version" content="current"><meta data-rh="true" name="docusaurus_tag" content="docs-default-current"><meta data-rh="true" name="docsearch:version" content="current"><meta data-rh="true" name="docsearch:docusaurus_tag" content="docs-default-current"><meta data-rh="true" property="og:title" content="Maximum Bandwidth for Global Adoption | Waku Documentation"><meta data-rh="true" name="description" content="TLDR//github.com/waku-org/research/issues/22 to specify how this maximum will be enforced."><meta data-rh="true" property="og:description" content="TLDR//github.com/waku-org/research/issues/22 to specify how this maximum will be enforced."><link data-rh="true" rel="icon" href="/theme/image/favicon.ico"><link data-rh="true" rel="canonical" href="https://docs.waku.org/research/research-and-studies/maximum-bandwidth"><link data-rh="true" rel="alternate" href="https://docs.waku.org/research/research-and-studies/maximum-bandwidth" hreflang="en-GB"><link data-rh="true" rel="alternate" href="https://docs.waku.org/research/research-and-studies/maximum-bandwidth" hreflang="x-default"><link rel="alternate icon" type="image/png" href="/theme/image/favicon.png">
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4.83875L3.5 8.33875Z" fill="black"></path></svg></a></div><ul style="display:block;overflow:visible;height:auto" class="menu__list"><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/research/research-and-studies/capped-bandwidth">Capped Bandwidth in Waku</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/research/research-and-studies/incentivisation">Incentivisation</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link menu__link--active" aria-current="page" tabindex="0" href="/research/research-and-studies/maximum-bandwidth">Maximum Bandwidth for Global Adoption</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/research/research-and-studies/message-propagation">Message Propagation Times With Waku-RLN</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/research/research-and-studies/rln-key-benchmarks">RLN Key Benchmarks</a></li></ul></li></ul></nav></div></div></aside><main class="docMainContainer_gTbr"><div class="container padding-top--md padding-bottom--lg"><div class="row docItemGrid_SzoZ"><div class="docItemCol_F52z"><div class="docItemContainer_hrrU"><article><div class="theme-doc-markdown markdown"><header><h1>Maximum Bandwidth for Global Adoption</h1><div class="tocMobile_imaF"><div class="tocCollapsible_ROek theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_dxRj"><div></div><span class="lsd-typography lsd-typography--body2">On this page</span><svg width="14" height="14" viewBox="0 0 14 14" fill="none" xmlns="http://www.w3.org/2000/svg" class="lsd-icon lsd-icon--small lsd-icon--filled"><path d="M10.5 5.66125L9.6775 4.83875L7 7.51041L4.3225 4.83874L3.5 5.66125L7 9.16125L10.5 5.66125Z" fill="black"></path></svg></button></div></div></header><p><strong>TLDR</strong>: This issue aims to <strong>set the maximum bandwidth</strong> in <code>x Mbps</code> that each waku shard should consume so that the <strong>maximum amount of people can run a full waku node</strong>. It is up to <a href="https://github.com/waku-org/research/issues/22" target="_blank" rel="noopener noreferrer">https://github.com/waku-org/research/issues/22</a> to specify how this maximum will be enforced.</p><p><strong>Conclusion:</strong> Limit to <code>10 Mbps</code> each waku shard.</p><h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="introduction">Introduction<a href="#introduction" class="hash-link" aria-label="Direct link to Introduction" title="Direct link to Introduction">​</a></h2><p>Waku is designed in a way that everyone should be able to run a full node on an average laptop with a residential Internet connection, at least in one shard. This will enable true decentralization and give power to the users, since they won&#x27;t need to rely on third parties to send/receive messages. Professional node operators running in data centers, can of course contribute to multiple shards, but we should keep the bandwidth/hardware requirements of single shard rather low.</p><p>This vision opposes the federated approach, where a few nodes requiring vast amounts of resources (cpu, memory, bandwidth) run in data centres, taking the power from the user. While federated approaches are an improvement from traditional client-server architectures, waku envisions a fully peer-to-peer architecture where anyone should be able to run a node.</p><p>In order to ensure that anyone can run a node <strong>in desktop</strong>, there are two main <strong>limiting factors</strong>:</p><ol><li>Bandwidth consumption in Mbps</li><li>CPU/memory resources (mainly limited by RLN proof verification)</li></ol><p>This issue focuses on i) bandwidth consumption and <a href="https://github.com/waku-org/research/issues/30" target="_blank" rel="noopener noreferrer">https://github.com/waku-org/research/issues/30</a> on ii) CPU/memory resources. Note that on <a href="https://github.com/waku-org/research/issues/23" target="_blank" rel="noopener noreferrer">https://github.com/waku-org/research/issues/23</a> an analysis on the impact on RLN was already made, but wasn&#x27;t focused on scalability. Said issues do.</p><p>In <a href="https://github.com/waku-org/research/issues/22" target="_blank" rel="noopener noreferrer">https://github.com/waku-org/research/issues/22</a> we discussed <strong>why</strong> and <strong>how</strong> to limit the maximum bandwidth per shard, but we haven&#x27;t come up with a specific number in Mbps. <strong>This issue i) presents data from the available bandwidth at different locations and ii) suggests a maximum bandwidth in Mbps that waku should enforce</strong>.</p><h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="bandwidth-availability-and-usage">Bandwidth availability and usage<a href="#bandwidth-availability-and-usage" class="hash-link" aria-label="Direct link to Bandwidth availability and usage" title="Direct link to Bandwidth availability and usage">​</a></h2><p>The following tables show:</p><ul><li>Table <!-- -->[1]<!-- --> The Q25, Q75 and average bandwidth (upload/download) in Mbps available on different continents. Raw data is available <a href="https://www.measurementlab.net/data/" target="_blank" rel="noopener noreferrer">here</a> and credits to <a href="https://github.com/leobago" target="_blank" rel="noopener noreferrer">@leobago</a> for the summarized version. Note: The below numbers were rounded to the nearest integer.</li><li>Table <!-- -->[2]<!-- --> The median global bandwidth (upload/download) in Mbps, taken from <a href="https://www.speedtest.net/global-index" target="_blank" rel="noopener noreferrer">speedtest</a> (accessed 12 Oct 2023). </li><li>Table <!-- -->[3]<!-- --> Download bandwidth requirements in Mbps for Netflix video streaming, <a href="https://www.comparethemarket.com/broadband/content/broadband-for-streaming/" target="_blank" rel="noopener noreferrer">source</a>.</li></ul><table><thead><tr><th><em>Table <!-- -->[1]</em></th><th>Download (Mbps)</th><th></th><th></th><th>Upload (Mbps)</th><th></th><th></th></tr></thead><tbody><tr><td></td><td><strong>Q25</strong></td><td><strong>Average</strong></td><td><strong>Q75</strong></td><td><strong>Q25</strong></td><td><strong>Average</strong></td><td><strong>Q75</strong></td></tr><tr><td>North-America</td><td>58</td><td>107</td><td>137</td><td>38</td><td>68</td><td>85</td></tr><tr><td>South-America</td><td>21</td><td>54</td><td>72</td><td>13</td><td>33</td><td>44</td></tr><tr><td>Europe</td><td>49</td><td>93</td><td>119</td><td>30</td><td>56</td><td>72</td></tr><tr><td>Asia</td><td>23</td><td>53</td><td>71</td><td>15</td><td>37</td><td>50</td></tr><tr><td>Oceania</td><td>44</td><td>84</td><td>108</td><td>27</td><td>50</td><td>63</td></tr><tr><td>Africa</td><td>12</td><td>26</td><td>33</td><td>7</td><td>17</td><td>22</td></tr></tbody></table><table><thead><tr><th><em>Table <!-- -->[2]</em></th><th>Median Download (Mbps)</th><th>Median Upload (Mbps)</th></tr></thead><tbody><tr><td>Global</td><td>83</td><td>38</td></tr></tbody></table><table><thead><tr><th><em>Table <!-- -->[3]</em> <strong>Video resolution</strong></th><th><strong>Recommended Bandwidth</strong></th></tr></thead><tbody><tr><td>HD</td><td>3 Mbps</td></tr><tr><td>Full HD</td><td>5 Mbps</td></tr><tr><td>4K/UHD</td><td>15 Mbps</td></tr></tbody></table><h2 class="anchor anchorWithHideOnScrollNavbar_WYt5" id="selecting-a-maximum-bandwidth">Selecting a maximum bandwidth<a href="#selecting-a-maximum-bandwidth" class="hash-link" aria-label="Direct link to Selecting a maximum bandwidth" title="Direct link to Selecting a maximum bandwidth">​</a></h2><p>With the above data, we should be informed to take a decision on the maximum bandwidth that we should enforce per shard. With this number, we will apply the techniques explained in <a href="https://github.com/waku-org/research/issues/22" target="_blank" rel="noopener noreferrer">https://github.com/waku-org/research/issues/22</a> to ensure (with some statistical confidence) that the bandwidth won&#x27;t exceed that number.</p><p>The <strong>trade-off is clear</strong>:</p><ul><li>We <strong>enforce a low bandwidth</strong>: more people can run full waku nodes, overall network throughput is less, network decentralization is easier, gives power to the user as its fully sovereign.</li><li>We <strong>don&#x27;t enforce a low bandwidth</strong>: not possible to run full waku nodes in laptops acting as a centralization force, nodes are run by few professional operators in data centers, waku users just use light clients, network throughput can scale way easier, federated approach.</li></ul><p>So it&#x27;s about where to draw this line.</p><p>Points to take into account:</p><ul><li><strong>Relay contributes to bandwidth the most</strong>: Relay is the protocol that mostly contributes to bandwidth usage, and it can&#x27;t choose to allocate fewer bandwidth resources like other protocols (eg <code>store</code> can choose to provide less resources and it will work). In other words, the network sets the relay bandwidth requirements, and if the node can&#x27;t meet them, it just wont work.</li><li><strong>Upload and download bandwidth are the same</strong>: Due to how gossipsub works, and hence <code>relay</code>, the bandwidth consumption is symmetric, meaning that upload and download bandwidth is the same. This is because of <code>D</code> and the reciprocity of the connections, meaning that one node upload is another download.</li><li><strong>Nodes not meeting requirements can use light clients</strong>. Note that nodes not meeting the bandwidth requirements can still use waku, but they will have to use light protocols, which are a great alternative, especially on mobile, but with some drawbacks (trust assumptions, less reliability, etc)</li><li><strong>Waku can&#x27;t take all the bandwidth:</strong> Waku is meant to be used in conjunction with other services, so it shouldn&#x27;t consume all the existing bandwidth. If Waku consumes <code>x Mbps</code> and someone bandwidth is <code>x Mpbs</code>, the UX won&#x27;t be good.</li><li><strong>Compare with existing well-known services:</strong> As shown in <em>Table <!-- -->[3]</em>, Netflix 4K video streaming takes 15Mbps, so that is an order of magnitude to take into account.</li></ul><p>Coming up with a number:</p><ul><li>Lowest average download speed across continents is Africa (26 Mbps)</li><li>Lowest average upload speed across continents is Africa (17 Mbps)</li><li>Since in waku the bandwidth consumption is symmetric, we are limited by the lowest (17 Mpbs)</li><li>However waku should not consume all bandwidth, leaving some room for other applications.</li><li>We could set 10 Mbps, which is between Full HD video and 4K.</li><li>With 10Mbps the % of average bandwidth waku will consume is:<ul><li>North-America 9 %</li><li>South-America 18 %</li><li>Europe 11 %</li><li>Asia 18 %</li><li>Oceania 12 %</li><li>Africa 38 %</li></ul></li></ul><p><strong>Conclusion:</strong> Limit to <code>10 Mbps</code> each waku shard. 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Not trivial, see <a href="https://github.com/waku-org/research/issues/22#issuecomment-1727795042" target="_blank" rel="noopener noreferrer">https://github.com/waku-org/research/issues/22#issuecomment-1727795042</a></p><p><em>Note:</em> This number is not set in stone and is subject to modifications, but it will most likely stay in the same order of magnitude if changed.</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="theme-doc-footer-edit-meta-row row"><div class="col"><a href="https://github.com/waku-org/docs.waku.org/tree/develop/docs/research/research-and-studies/maximum-bandwidth.md" target="_blank" rel="noreferrer noopener" class="theme-edit-this-page"><div class="icon_S7Kx m_thRi"><svg width="16" height="16" viewBox="0 0 16 16" fill="none" xmlns="http://www.w3.org/2000/svg"><path fill-rule="evenodd" clip-rule="evenodd" d="m12.707 2.393.9.9c.526.52.526 1.367 0 1.887L4.787 14H2v-2.787l6.933-6.94 1.887-1.88c.52-.52 1.367-.52 1.887 0ZM3.333 12.667l.94.04 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