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  <front>
    <title abbrev="Green BoF requirements collections">Green BoF requirements collections</title>
    <seriesInfo name="Internet-Draft" value="draft-stephan-green-bof-reqs-collections-02"/>
    <author initials="E." surname="Stephan" fullname="Emile Stephan">
      <organization>Orange</organization>
      <address>
        <postal>
          <country>France</country>
        </postal>
        <email>emile.stephan@gmail.com</email>
      </address>
    </author>
    <author initials="M." surname="Palmero" fullname="Marisol Palmero">
      <organization>Cisco Systems</organization>
      <address>
        <email>mpalmero@cisco.com</email>
      </address>
    </author>
    <date year="2024" month="September" day="03"/>
    <area>Operations and Management</area>
    <workgroup>Getting Ready for Energy-Efficient Networking</workgroup>
    <keyword>Sustainability, Ressources</keyword>
    <abstract>
      <?line 73?>

<t>This memo extracts and groups requirements from the revisit of  operator's requirements made in the last charter refinement work and from the drafts which provided material to the green BoF. The aim is to determine initial sets of requirements actionable at different levels of the framework.</t>
      <t>Discussion Venues</t>
      <t>The source of this draft and an issue tracker can be found at https://github.com/emile22/green-bof-req-collections</t>
    </abstract>
    <note removeInRFC="true">
      <name>About This Document</name>
      <t>
        The latest revision of this draft can be found at <eref target="https://emile22.github.io/green-bof-req-collections/draft-stephan-green-bof-reqs-collections.html"/>.
        Status information for this document may be found at <eref target="https://datatracker.ietf.org/doc/draft-stephan-green-bof-reqs-collections/"/>.
      </t>
      <t>
        Discussion of this document takes place on the
        Getting Ready for Energy-Efficient Networking Working Group mailing list (<eref target="mailto:green-bof@ietf.org"/>),
        which is archived at <eref target="https://mailarchive.ietf.org/arch/browse/green-bof/"/>.
        Subscribe at <eref target="https://www.ietf.org/mailman/listinfo/green-bof/"/>.
      </t>
      <t>Source for this draft and an issue tracker can be found at
        <eref target="https://github.com/emile22/green-bof-req-collections"/>.</t>
    </note>
  </front>
  <middle>
    <?line 81?>

<section anchor="introduction">
      <name>Introduction</name>
      <t>This memo extracts and groups requirements from the revisit of  operator's requirements made in the last charter refinement work <xref target="charter-refinement"/> and from the drafts which provided material <xref target="GREEN-BOF"/>, <xref target="sustainability-insights"/>, <xref target="legacy-path"/> and <xref target="rfc6988bis-green"/> to the green BoF. The aim is to determine initial sets of requirements actionable at different levels of the framework presented in <xref target="charter-refinement"/>.</t>
      <t>The tables below respect the format and the semantic of operators requirements table of <xref target="charter-refinement"/>.</t>
    </section>
    <section anchor="operatorrequirements-from-charter-refinement-document">
      <name>Operator'requirements from <xref target="charter-refinement"/> document</name>
      <t>The table below is a copy of the operator'requirements table of <xref target="charter-refinement"/>. They are based on the inputs received from operators for the GREEN BoF <xref target="operators-inputs"/>.</t>
      <table>
        <thead>
          <tr>
            <th align="left">category</th>
            <th align="left">requirements</th>
            <th align="left">note</th>
            <th align="left">Priority</th>
          </tr>
        </thead>
        <tbody>
          <tr>
            <td align="left">Observability</td>
            <td align="left">Component granularity, e.g., per line-card, per-port</td>
            <td align="left">Per component measurement</td>
            <td align="left">1</td>
          </tr>
          <tr>
            <td align="left">Observability</td>
            <td align="left">Availability of information on the power consumption of the device, without needing instrumentation connected to the infrastructure</td>
            <td align="left">Related to connected device case</td>
            <td align="left">1</td>
          </tr>
          <tr>
            <td align="left">Observability</td>
            <td align="left">Triggering of alarms when consumption deviate from a nominal usage</td>
            <td align="left">Alarm notification</td>
            <td align="left">1??</td>
          </tr>
          <tr>
            <td align="left">Observability</td>
            <td align="left">Improvement of metering solutions (finer granularity, control of the energy efficiency and saving, interoperability, exposure)</td>
            <td align="left">Standardized metering??</td>
            <td align="left">1</td>
          </tr>
          <tr>
            <td align="left">Analysis</td>
            <td align="left">Common definition of energy efficiency in network devices/components</td>
            <td align="left">Standard metric</td>
            <td align="left">1</td>
          </tr>
          <tr>
            <td align="left">Analysis</td>
            <td align="left">Common methodology of measurements for fair comparison</td>
            <td align="left">Standard methodology</td>
            <td align="left">2</td>
          </tr>
          <tr>
            <td align="left">Analysis</td>
            <td align="left">How to provide accurate figures (context of the measurement in terms of time period, location, traffic, etc</td>
            <td align="left">Time based, location based visualization</td>
            <td align="left">2 ??</td>
          </tr>
          <tr>
            <td align="left">Analysis</td>
            <td align="left">Database for decision in case of large data transfer</td>
            <td align="left">Information Correlation</td>
            <td align="left">3</td>
          </tr>
          <tr>
            <td align="left">Analysis</td>
            <td align="left">Ability of multi-layer analysis (e.g., IP plus optical)</td>
            <td align="left">POI Use Case</td>
            <td align="left">3</td>
          </tr>
          <tr>
            <td align="left">Control&amp; Mgmt</td>
            <td align="left">To have devices with elastic power consumption according to the carried traffic</td>
            <td align="left">Dynamic Energy Saving</td>
            <td align="left">2</td>
          </tr>
          <tr>
            <td align="left">Control&amp; Mgmt</td>
            <td align="left">Support of network-wide energy saving and optimization functions</td>
            <td align="left">Network Level Mgmt</td>
            <td align="left">2</td>
          </tr>
          <tr>
            <td align="left">Control&amp; Mgmt</td>
            <td align="left">Support of network-wide control of energy optimization APIs, allowing external applications to optimize consumption</td>
            <td align="left">Network Level Mgmt</td>
            <td align="left">2</td>
          </tr>
          <tr>
            <td align="left">Control&amp; Mgmt</td>
            <td align="left">Advanced sleep mode, needing some sort of low power mode when node is lightly utilized</td>
            <td align="left">Dynamic Energy Saving</td>
            <td align="left">2</td>
          </tr>
          <tr>
            <td align="left">Control&amp; Mgmt</td>
            <td align="left">Ability to steer traffic based on power savings</td>
            <td align="left">Traffic Engineering</td>
            <td align="left">4</td>
          </tr>
          <tr>
            <td align="left">Control&amp; Mgmt</td>
            <td align="left">Comparison of decision vs optimal case</td>
            <td align="left">Intent based Concept</td>
            <td align="left">2</td>
          </tr>
          <tr>
            <td align="left">Control&amp; Mgmt</td>
            <td align="left">Synchronous query support</td>
            <td align="left">Network Level Query</td>
            <td align="left">2</td>
          </tr>
          <tr>
            <td align="left">Inventory Management</td>
            <td align="left">Inventory of power components (of devices, racks, etc) including together</td>
            <td align="left">Component &amp; Device Level</td>
            <td align="left">1</td>
          </tr>
          <tr>
            <td align="left">Interaction with other domain</td>
            <td align="left">Inclusion of data center networks in the picture</td>
            <td align="left">Data Center Case</td>
            <td align="left">3</td>
          </tr>
          <tr>
            <td align="left">Interaction with other domain</td>
            <td align="left">Inclusion of data center networks in the picture</td>
            <td align="left">Mobile Network Case</td>
            <td align="left">3</td>
          </tr>
          <tr>
            <td align="left">Sustainability &amp; Carbon Emission</td>
            <td align="left">Optimize the overall CO2 footprint (i.e., energy mix based on source type) facilitating the engineering of PoP More renewable energy</td>
            <td align="left">More renewable energy</td>
            <td align="left">4</td>
          </tr>
          <tr>
            <td align="left">Sustainability &amp; Carbon Emission</td>
            <td align="left">Support GHG units</td>
            <td align="left">Measurement Units</td>
            <td align="left">4</td>
          </tr>
          <tr>
            <td align="left">Sustainability &amp; Carbon Emission</td>
            <td align="left">Support Energy units</td>
            <td align="left">More renewable energy</td>
            <td align="left">2 ??</td>
          </tr>
          <tr>
            <td align="left">Sustainability &amp; Carbon EmissiCarbon, renewable</td>
            <td align="left">4</td>
            <td align="left"> </td>
            <td align="left"> </td>
          </tr>
          <tr>
            <td align="left">Sustainability &amp; Carbon Emission</td>
            <td align="left">Accounting of legacy installed based GHG/energy</td>
            <td align="left">Accounting Cost</td>
            <td align="left">4</td>
          </tr>
          <tr>
            <td align="left">Sustainability &amp; Carbon Emission</td>
            <td align="left">Track device/network Energy Consumption Before Operation</td>
            <td align="left">Manufacturing, transport(weight, volume, package)</td>
            <td align="left">4</td>
          </tr>
        </tbody>
      </table>
    </section>
    <section anchor="requirements-extracted-from-legacy-path">
      <name>Requirements extracted from <xref target="legacy-path"/></name>
      <table>
        <thead>
          <tr>
            <th align="left">category</th>
            <th align="left">requirements</th>
            <th align="left">note</th>
            <th align="left">Priority</th>
          </tr>
        </thead>
        <tbody>
          <tr>
            <td align="left">Inventory Management</td>
            <td align="left">component control capacity (aka component max on/off frequency supported)</td>
            <td align="left">Per component control</td>
            <td align="left">1 (i)</td>
          </tr>
          <tr>
            <td align="left">Analysis</td>
            <td align="left">assess the gains of introducing eco-designed components in a device</td>
            <td align="left">Device Level Mgmt</td>
            <td align="left">1 (ii)</td>
          </tr>
          <tr>
            <td align="left">Control&amp; Mgmt</td>
            <td align="left">comprehensive support of network-wide energy efficiency includes legacy devices</td>
            <td align="left">Network Level Mgmt</td>
            <td align="left">1 (iii)</td>
          </tr>
        </tbody>
      </table>
      <t>(i) Avoid control to break the component</t>
      <t>(ii) the gain must be measurable</t>
      <t>(iii) network-wide solution must include legacy devices and green-wg ready devices</t>
    </section>
    <section anchor="requirements-from-rfc6988bis-green-draft-open-issues">
      <name>Requirements from <xref target="rfc6988bis-green"/> draft Open Issues</name>
      <table>
        <thead>
          <tr>
            <th align="left">category</th>
            <th align="left">requirements</th>
            <th align="left">note</th>
            <th align="left">Priority</th>
          </tr>
        </thead>
        <tbody>
          <tr>
            <td align="left">Control&amp; Mgmt</td>
            <td align="left">Distinguish backup sources</td>
            <td align="left">rfc6988bis battery</td>
            <td align="left">2</td>
          </tr>
          <tr>
            <td align="left">Inventory Management</td>
            <td align="left">Reporting on Other Entities, typically smart PDU or PoE</td>
            <td align="left">Fit in "Inventory of power components (of devices, racks, etc) including together"</td>
            <td align="left">2</td>
          </tr>
          <tr>
            <td align="left">Observability or Interaction with Other domain</td>
            <td align="left">Room sensor (hvac...)</td>
            <td align="left">Data Center Case</td>
            <td align="left">4</td>
          </tr>
          <tr>
            <td align="left">Observability</td>
            <td align="left">flexible (future-proof) description of the nature of the sources of the energy used</td>
            <td align="left">Standard metric</td>
            <td align="left">2</td>
          </tr>
        </tbody>
      </table>
    </section>
    <section anchor="requirements-extracted-from-sustainability-insights-uses-cases">
      <name>Requirements extracted from <xref target="sustainability-insights"/> uses cases</name>
      <t>There are limited to energy consumption vs sustainability</t>
      <table>
        <thead>
          <tr>
            <th align="left">category</th>
            <th align="left">requirements</th>
            <th align="left">note</th>
            <th align="left">Priority</th>
          </tr>
        </thead>
        <tbody>
          <tr>
            <td align="left">Observability</td>
            <td align="left">Provide near-real-time energy consumption to different device types, service types, and individual users</td>
            <td align="left">Helps identify which devices or network functions are consuming more energy.</td>
            <td align="left">2</td>
          </tr>
          <tr>
            <td align="left">Migration or Upgrade</td>
            <td align="left">Provide KPIs for energy efficiency parameters, enhance accuracy of upgrade decisions</td>
            <td align="left">Helps make informed decisions about upgrades based on actual usage data.</td>
            <td align="left"> </td>
          </tr>
          <tr>
            <td align="left">Recycling</td>
            <td align="left">Report on percentage of recycled user devices and components. Enable comprehensive reporting and recycling efforts</td>
            <td align="left">Major driver of the circular economy, transparency is key</td>
            <td align="left">4</td>
          </tr>
          <tr>
            <td align="left">Power Optimization</td>
            <td align="left">Provide KPIs for energy efficiency parameters. Perform actions to reduce energy consumption</td>
            <td align="left">Monitor network and application performance to optimize power usage</td>
            <td align="left">4</td>
          </tr>
          <tr>
            <td align="left">Control&amp; Mgmt Switch off</td>
            <td align="left">Stop and restart WiFi APs with the right time, space, and service granularity</td>
            <td align="left">Save power consumption during periods when APs are not in use.</td>
            <td align="left">2</td>
          </tr>
        </tbody>
      </table>
    </section>
    <section anchor="framework-discussed-during-the-bof">
      <name>Framework Discussed During the BoF</name>
      <t>The overall framework is shown in <xref target="green-framework"/>.</t>
      <figure anchor="green-framework">
        <name>Framework discussed during the BoF</name>
        <artwork><![CDATA[
       What needs to be standardized for Framework


(3) Network Domain Level :

(a)              (b)              (c)
Inventory        Monitor       +- DataSheets/DataBase and/or via API
Of identity      Energy        |  Metadata and other device/component
and Capability   Efficiency    |  /network related information:
     ^               ^         |
     |               |         |  .Power/Energy related metrics
     |               |         |  .information
     |               |         |  .origin of Energy Mix
     |               |         |  .carbon aware based on location
     |               |         |
     |               |         |
     |               |         |
     |               |         v
+--------------------------------------------------------------------+
|                   *                                                |
|     (2) controller   (collection, compute and aggregate?)          |
|                                                                    |
+--------------------------------------------------------------------+
             ^              ^                   ^ |
  (d)        |  (e)         |  (f)              | |(g)
  Inventory  |  Monitor     |  GREEN WG:        | |GREEN WG: Control
  Capability |  Traffic     |  Monitor power    | |(Energy saving
             |  & power     |  Proportion,      | |Functionality
             |  consumption |  Energy efficiency| |Localized mgmt/
             |              |  ratio, etc)      | |network wide mgmt)
             |              |                   | |
             |              |                   | |
             |              |                   | v
+--------------------------------------------------------------------+
|                                            *                       |
|                  (1) Device/Component Level                        |
|                                                                    |
| +---------+  +-----------+  +----------------+  +----------------+ |
| | (I)     |  | (II)      |  | (III)          |  | (IV)           | |
| | Network |  | Device    |  | Legacy Network |  | 'Attached'(PoE | |
| | Device  |  | Component |  | Device         |  | kind) Device   | |
| |         |  |           |  |                |  |                | |
| +---------+  +-----------+  +----------------+  +----------------+ |
+--------------------------------------------------------------------+

(*) Energy Efficiency Management Function is implemented inside the
device or in a controller

]]></artwork>
      </figure>
      <t>The main elements in the framework are as follows:</t>
      <t>(a),(d) Inventory</t>
      <t>(b),(c) GREEN Metrics</t>
      <t>(b),(f) Monitor energy efficiency</t>
      <t>(e) Monitor power consumption and traffic (IPPM WG throughput, traffic load, etc)</t>
      <t>(g) Control Energy Saving</t>
      <section anchor="inventory-and-discovery">
        <name>Inventory and Discovery</name>
        <t>Based on the framework discussed during the BoF, the architectural requirements for the "GREEN" Framework:</t>
        <t>From a network inventory <xref target="network-inventory"/> point of view, when discussing Energy Efficiency metrics, also known as GREEN metrics, it is important to distinguish between static and dynamic attributes:</t>
        <t>"Static" attributes refer to those that do not change based on the state of the network infrastructure. The following examples are all static attributes that we can relate to the inventory, implemented in the network devices or as part of external sources:</t>
        <ul spacing="normal">
          <li>
            <t>Serial number</t>
          </li>
          <li>
            <t>Product name</t>
          </li>
          <li>
            <t>Part number</t>
          </li>
          <li>
            <t>Vendor</t>
          </li>
          <li>
            <t>Device family</t>
          </li>
          <li>
            <t>Sensor(s)</t>
          </li>
        </ul>
        <t>Static attributes also include benchmarking information related to energy consumption by design and test conditions, normally associated to PSU's, line-cards, etc.:</t>
        <ul spacing="normal">
          <li>
            <t>Idle power</t>
          </li>
          <li>
            <t>Max power</t>
          </li>
          <li>
            <t>Typical power</t>
          </li>
          <li>
            <t>Accuracy rate</t>
          </li>
          <li>
            <t>PSU efficiency (80+)</t>
          </li>
          <li>
            <t>Power allocation</t>
          </li>
          <li>
            <t>Etc.</t>
          </li>
        </ul>
        <t>These attributes might be collected from the device/component itself or they might be parameters as part of external sources, i.e., databases owned by the hardware or software providers, where API access will be preferred.</t>
        <t>Normally, the "Discovery" process will be updating static attributes that represent the up-to-date inventory of the network. The Discovery process relates primarily to the static attributes, where will consider if a device or component has been replaced or is out of service. The "Operation" process will be updating the so-called dynamic attributes.</t>
        <t>Dynamic attributes are those that are subject to change due to the running operations, including configuration and state changes, and they will need to be collected regularly.</t>
        <t>They will be updated as part of the regular operations. Dynamic attributes might be related to sensors(environmental), traffic, state, etc. They will include attributes like:</t>
        <ul spacing="normal">
          <li>
            <t>Temperature</t>
          </li>
          <li>
            <t>Current</t>
          </li>
          <li>
            <t>Voltage</t>
          </li>
          <li>
            <t>Power</t>
          </li>
          <li>
            <t>Input and output traffic</t>
          </li>
        </ul>
        <t>The data collection frequency might need to be adjusted based on the specific attributes. For example, the discovery of linecards installed on network devices will not change every hour, whereas temperature and power sensor information changes will need to be closer to real-time.</t>
        <t>Even though sensors normally are embedded in the network device/component, there are external sensors meant to measure temperature and energy consumption. The network controller will need to collect and correlate information to compose the right GREEN metric for the network device/component.</t>
        <t>!!! &lt;&lt;TBD&gt;&gt; GAP?? Definition for "Discovery" @ IETF references has not been found.</t>
      </section>
      <section anchor="green-metrics">
        <name>GREEN Metrics</name>
        <t>Based on the work initiated under <xref target="I-D.draft-cx-opsawg-green-metrics-02"/>, it might be required to prioritise the definition and data models for the metrics relevant to the components and network elements, as they will be the ones influencing the most to the metrics related to flows, path and network.</t>
      </section>
      <section anchor="monitor-and-performance">
        <name>Monitor and Performance</name>
        <t>Monitor and Performance will include the guidelines for the association of the different attributes that defined the GREEN metrics to compose and aggregate the data collection to formed the reporting</t>
        <t>The architecture could define a prefer interface, based in YANG as the preferred data model, but should allow enough freedom in the implementation, where any kind of quantity can be measured, any kind of collection protocol and mechanism employed, and the telemetry data flows aggregated using any kind of operation.</t>
      </section>
      <section anchor="control-energy-saving">
        <name>Control Energy Saving</name>
        <t>Control will consider how to improve GREEN metrics with the final goal to automate the monitoring, performance and remediation in case of a fault or deviation of the performance defined for the metrics.</t>
      </section>
    </section>
    <section anchor="security">
      <name>Security</name>
      <t>Adding new interfaces on devices increase attack surfaces.
Devices have brief variation of power consumption due their internal works. Reducing the power available may reduce their routing capacity which may reduce network performance and resiliency.</t>
    </section>
    <section anchor="iana-considerations">
      <name>IANA Considerations</name>
      <t>This document has no IANA actions.</t>
    </section>
  </middle>
  <back>
    <references anchor="sec-informative-references">
      <name>Informative References</name>
      <reference anchor="GREEN-BOF" target="https://github.com/marisolpalmero/GREEN-bof">
        <front>
          <title>BOF proposal for GREEN WG Creation</title>
          <author>
            <organization/>
          </author>
          <date year="2024" month="May" day="10"/>
        </front>
      </reference>
      <reference anchor="rfc6988bis-green" target="https://datatracker.ietf.org/doc/draft-eman-green-rfc6988bis">
        <front>
          <title>Requirements for Energy Efficiency Management, 11 years after the EMAN RFC6988</title>
          <author>
            <organization/>
          </author>
          <date year="2024" month="July" day="21"/>
        </front>
      </reference>
      <reference anchor="sustainability-insights" target="https://datatracker.ietf.org/doc/html/draft-almprs-sustainability-insights">
        <front>
          <title>Sustainability Insights</title>
          <author>
            <organization/>
          </author>
          <date year="2024" month="May" day="07"/>
        </front>
      </reference>
      <reference anchor="legacy-path" target="https://datatracker.ietf.org/doc/draft-stephan-legacy-path-eco-design">
        <front>
          <title>Requirements for Energy Efficiency Management</title>
          <author>
            <organization/>
          </author>
          <date year="2024" month="July" day="21"/>
        </front>
      </reference>
      <reference anchor="charter-refinement" target="https://github.com/marisolpalmero/GREEN-bof/blob/main/Meetings/Meeting_0820_2024/GREEN%20BOF%20Charter%20Refining%20discussion-2024-8-20.pdf">
        <front>
          <title>GREEN BOF Charter Refinement discussion</title>
          <author>
            <organization/>
          </author>
          <date year="2024" month="August" day="20"/>
        </front>
      </reference>
      <reference anchor="operators-inputs" target="https://datatracker.ietf.org/meeting/120/materials/slides-120-green-input-from-operators-to-green-bof-01">
        <front>
          <title>Input from Operators to GREEN BoF</title>
          <author>
            <organization/>
          </author>
          <date year="2024" month="July" day="20"/>
        </front>
      </reference>
      <reference anchor="network-inventory" target="https://datatracker.ietf.org/doc/draft-ietf-ivy-network-inventory-yang">
        <front>
          <title>YANG Data Model for Network Inventory</title>
          <author>
            <organization/>
          </author>
          <date year="2024" month="July" day="20"/>
        </front>
      </reference>
      <reference anchor="I-D.draft-cx-opsawg-green-metrics-02">
        <front>
          <title>Green Networking Metrics</title>
          <author fullname="Alexander Clemm" initials="A." surname="Clemm">
            <organization>Futurewei</organization>
          </author>
          <author fullname="Lijun Dong" initials="L." surname="Dong">
            <organization>Futurewei</organization>
          </author>
          <author fullname="Greg Mirsky" initials="G." surname="Mirsky">
            <organization>Ericsson</organization>
          </author>
          <author fullname="Laurent Ciavaglia" initials="L." surname="Ciavaglia">
            <organization>Nokia</organization>
          </author>
          <author fullname="Jeff Tantsura" initials="J." surname="Tantsura">
            <organization>Nvidia</organization>
          </author>
          <author fullname="Marie-Paule Odini" initials="M." surname="Odini">
         </author>
          <author fullname="Eve Schooler" initials="E." surname="Schooler">
         </author>
          <author fullname="Ali Rezaki" initials="A." surname="Rezaki">
            <organization>Nokia</organization>
          </author>
          <author fullname="Carlos Pignataro" initials="C." surname="Pignataro">
            <organization>North Carolina State University</organization>
          </author>
          <date day="4" month="March" year="2024"/>
          <abstract>
            <t>   This document explains the need for network instrumentation that
   allows to assess a number of sustainability-related attributes such
   as power consumption, energy efficiency, and carbon footprint
   associated with a network, its equipment, and the services that are
   provided over it.  It also suggests a set of related metrics that,
   when provided visibility into, can help to optimize a network's
   "greenness" accordingly.

            </t>
          </abstract>
        </front>
        <seriesInfo name="Internet-Draft" value="draft-cx-opsawg-green-metrics-02"/>
      </reference>
    </references>
    <?line 308?>

<section numbered="false" anchor="acknowledgments">
      <name>Acknowledgments</name>
      <t>This version collectes works from the Green Bof proponents: Luis, Marisol, Tony, Qin and Emile, from our coachs Jari, Adrian and Benoit, and from our supporter Tobe</t>
    </section>
  </back>
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