Diff: rfc9307.original.xml

	rfc9307.original.xml	rfc9307.xml

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		<!-- draft submitted in xml v3 -->

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	<rfc xmlns:xi="http://www.w3.org/2001/XInclude" ipr="trust200902" docName="draft
	-iab-aid-workshop-01" category="info" sortRefs="true" symRefs="true" version="3"	<rfc xmlns:xi="http://www.w3.org/2001/XInclude" ipr="trust200902" docName="draft
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		e" xml:lang="en" version="3">

	<!-- xml2rfc v2v3 conversion 3.12.7 -->	<!-- xml2rfc v2v3 conversion 3.12.7 -->
	<front>	<front>

	<title abbrev="IAB AID Workshop 2021">Report from the IAB Workshop on Analyz
	ing IETF Data (AID), 2021</title>	<!-- [rfced] Please review the guidance for IAB documents
	<seriesInfo name="Internet-Draft" value="draft-iab-aid-workshop-01"/>	<https://www.rfc-editor.org/materials/iab-format.txt>
		and let us know if any changes are needed.

		b) We will remove each author’s affiliation unless we hear objection.

		-->

		<title abbrev="IAB AID Workshop 2021">Report from the IAB Workshop on Analyz
		ing IETF Data (AID) 2021</title>
		<seriesInfo name="RFC" value="9307"/>

	<author initials="N." surname="ten Oever" fullname="Niels ten Oever">	<author initials="N." surname="ten Oever" fullname="Niels ten Oever">
	<organization>University of Amsterdam</organization>	<organization>University of Amsterdam</organization>
	<address>	<address>
	<email>mail@nielstenoever.net</email>	<email>mail@nielstenoever.net</email>
	</address>	</address>
	</author>	</author>
	<author initials="C." surname="Cath" fullname="Corinne Cath">	<author initials="C." surname="Cath" fullname="Corinne Cath">

	<organization/>	<organization>University of Cambridge</organization>
	<address>	<address>
	<email>corinnecath@gmail.com</email>	<email>corinnecath@gmail.com</email>
	</address>	</address>
	</author>	</author>
	<author initials="M." surname="Kühlewind" fullname="Mirja Kühlewind">	<author initials="M." surname="Kühlewind" fullname="Mirja Kühlewind">
	<organization>Ericsson</organization>	<organization>Ericsson</organization>
	<address>	<address>
	<email>mirja.kuehlewind@ericsson.com</email>	<email>mirja.kuehlewind@ericsson.com</email>
	</address>	</address>
	</author>	</author>
	<author initials="C. S." surname="Perkins" fullname="Colin Perkins">	<author initials="C. S." surname="Perkins" fullname="Colin Perkins">
	<organization>University of Glasgow</organization>	<organization>University of Glasgow</organization>
	<address>	<address>
	<email>csp@csperkins.org</email>	<email>csp@csperkins.org</email>
	</address>	</address>
	</author>	</author>

	<date year="2022" month="May" day="30"/>	<date year="2022" month="August"/>
	<keyword>Internet-Draft</keyword>
		<keyword>data science</keyword>
		<keyword>data anlaysis</keyword>
		<keyword>data science</keyword>

	<abstract>	<abstract>

	<t>The 'Show me the numbers: Workshop on Analyzing IETF Data (AID)' was co	<t>The "Show me the numbers: Workshop on Analyzing IETF Data (AID)" worksh
	nvened by the Internet Architecture Board (IAB) from November 29 to December 2 a	op was convened by the Internet Architecture Board (IAB) from November 29 to Dec
	nd hosted by the IN-SIGHT.it project at the University of Amsterdam, however, co	ember 2, 2021 and hosted by the IN-SIGHT.it project at the University of Amsterd
	nverted to an online only event. The workshop was conducted based on two discuss	am; however, it was converted to an online-only event. The workshop was organize
	ion parts and a hackathon activity in between. This report summarizes the worksh	d into two discussion parts with a hackathon activity in between. This report su
	op's discussion and identifies topics that warrant future work and consideration	mmarizes the workshop's discussion and identifies topics that warrant future wor
	.</t>	k and consideration.</t>

		<!--DNE begins-->
	<t>Note that this document is a report on the proceedings of the workshop. The views and positions documented in this report are those of the workshop par ticipants and do not necessarily reflect IAB views and positions.</t>	<t>Note that this document is a report on the proceedings of the workshop. The views and positions documented in this report are those of the workshop par ticipants and do not necessarily reflect IAB views and positions.</t>


		<!--DNE ends-->

	</abstract>	</abstract>

	<note removeInRFC="true">
	<name>Discussion Venues</name>
	<t>Source for this draft and an issue tracker can be found at
	<eref target="https://github.com/intarchboard/workshop-aid"/>.</t>
	</note>
	</front>	</front>


	<middle>	<middle>
	<section anchor="introduction">	<section anchor="introduction">
	<name>Introduction</name>	<name>Introduction</name>

	<t>The IETF, as an international Standards Developing Organization (SDO),
	hosts a diverse set of data including on the organization's history, development	<t>The IETF, as an international Standards Developing Organization
	, and current standardization activities, including of Internet protocols and it	(SDO), hosts a diverse set of data about the IETF’s history and development,
	s institutions. A large portion of this data is publicly available, yet it is un	current standardisation activities, Internet protocols, and the institutions th
	derutilized as a tool to inform the work in the IETF proper or the broader resea	at comprise the IETF. A large portion of this data is publicly available, yet it
	rch community focused on topics like Internet governance and trends in ICT stand	is underutilized as a tool to inform the work in the IETF or the broader resear
	ard-setting.</t>	ch community that is focused on topics like Internet governance and trends in in
	<t>The aim of the IAB Workshop on Analyzing IETF Data (AID) 2021 was to st	formation and communication technologies (ICT) standard setting.</t>
	udy how IETF data is currently used, understand what insights can be drawn from
	that data, and to explore open questions around how that data may be further use	<t>The aim of the "IAB Workshop on Analyzing IETF Data (AID) 2021" worksho
	d in future.</t>	p was to study how IETF data is currently used, to understand what insights can
	<t>These questions can inform a research agenda drawing from IETF data, th	be drawn from that data, and to explore open questions around how that data may
	at fosters further collaborative work among interested parties, ranging from aca	be further used in the future.</t>
	demia and civil society to industry and IETF leadership.</t>	<t>These questions can inform a research agenda drawing from IETF data tha
		t fosters further collaborative work among interested parties, ranging from acad
		emia and civil society to industry and IETF leadership.</t>
	</section>	</section>
	<section anchor="workshop-scope-and-discussion">	<section anchor="workshop-scope-and-discussion">
	<name>Workshop Scope and Discussion</name>	<name>Workshop Scope and Discussion</name>

	<t>The workshop was organized with two all-group discussion slots at the b	<t>The workshop was organized with two all-group discussion slots at the b
	eginning and the end of the workshop. In between the workshop participants organ	eginning and the end of the workshop. In between, the workshop participants orga
	ized hacakthon activities, based on topics identifed during the initial discussi	nized hackathon activities based on topics identified during the initial discuss
	on and submitted position papers. The follow topic areas have been identified an	ion and in submitted position papers. The following topic areas were identified
	d discussed.</t>	and discussed.</t>

	<section anchor="tools-data-and-methods">	<section anchor="tools-data-and-methods">

	<name>Tools, data, and methods</name>	<name>Tools, Data, and Methods</name>
	<t>The IETF holds a wide range of data sources. The main ones used are t	<t>The IETF holds a wide range of data sources. The main ones used are the <xref
	he <eref target="https://mailarchive.ietf.org/arch/">mailinglist archives</eref>	target="Mail-Arch">mailinglist archives</xref>, <xref target="IETF-RFCs">RFCs</
	, <eref target="https://www.ietf.org/standards/rfcs/">RFCs</eref>, and <eref tar	xref>, and <xref target="Datatracker">the datatracker</xref>. The latter provide
	get="https://datatracker.ietf.org/">the datatracker</eref>. The latter provides	s information on participants, authors, meeting proceedings, minutes, <xref targ
	information on participants, authors, meeting proceedings, minutes <eref target=	et="Data-Overview">and more</xref>. Furthermore, there are <xref target="IETF-St
	"https://notes.ietf.org/iab-aid-datatracker-database-overview#">and more</eref>.	atistics">statistics for the IETF websites</xref>, the working group Github repo
	Furthermore there are <eref target="https://www.ietf.org/policies/web-analytics	sitories, and the IETF <xref target="Survey-Data">survey data</xref>. There was
	/">statistics for the IETF websites</eref>, working group Github repositories, I	discussion about the utility of download statistics for the RFCs themselves from
	ETF <eref target="https://www.ietf.org/blog/ietf-community-survey-2021/">survey	different repos.</t>
	data</eref> and there was discussion about the utility of download statistics fo
	r the RFCs itself from different repos.</t>	<t>There is a wide range of tools to analyze this data produced by IETF
	<t>There are a wide range of tools to analyze this data, produced by IET	participants or researchers interested in the work of the IETF. Two projects tha
	F participants or researchers interestested in the work of the IETF. Two project	t presented their work at the workshop were <xref target="BigBang">BigBang</xref
	s that presented their work at the workshop were <eref target="https://bigbang-p	> and Sodestream's <xref target="ietfdata">IETFdata</xref> library. The RFC Prol
	y.readthedocs.io/en/latest/">BigBang</eref> and Sodestream's <eref target="https	og Database was described in a submitted paper (see <xref target="positionpapers
	://github.com/glasgow-ipl/ietfdata">IETFdata</eref> library; the RFC Prolog Data	"/> below). These projects could provide additional insight into existing <xref
	base was described in a submitted paper (see Section <xref target="positionpaper	target="ArkkoStats">IETF statistics</xref> and <xref target="DatatrackerStats">d
	s"/> below). These projects could be used to add additional insights to the exis	atatracker statistics</xref>, e.g., gender-related information. Privacy issues
	ting <eref target="https://www.arkko.com/tools/docstats.html">IETF statistics</e	and the implications of making such data publicly available were discussed as we
	ref> page and the <eref target="https://datatracker.ietf.org/stats/">datatracker	ll.</t>
	statistics</eref>, e.g., related to gender questions, however, privacy issues a
	ndd implication of making such data publicly available were discussed as well.</	<t>The datatracker itself is a community tool that welcomes contribution
	t>	s; for example, for additions to the existing interfaces or the statistics page
	<t>The datatracker itself is a community tool that welcomes contribution	directly, see the <xref target="Data-Overview">Datatracker Database Overview</xr
	s, e.g. for additions to the existing interfaces or the statistics page directly	ef>. At the time of the workshop, instructions about how to set up a local devel
	(see <eref target="https://notes.ietf.org/iab-aid-datatracker-database-overview	opment environment could be found at <xref target="DataResources"> IAB AID Works
	">https://notes.ietf.org/iab-aid-datatracker-database-overview</eref>). Instruct	hop Data Resources</xref>. Questions or discussion about the datatracker and pos
	ions how to set up a local development environment can be found, at the time of	sible enhancements can be sent to tools-discuss@ietf.org.</t>
	the workshop, at <eref target="https://notes.ietf.org/iab-aid-data-resources">ht
	tps://notes.ietf.org/iab-aid-data-resources</eref>. Questions or any discussion
	can be issued to tools-discuss@ietf.org.</t>
	</section>	</section>


	<section anchor="observations-on-affiliation-and-industry-control">	<section anchor="observations-on-affiliation-and-industry-control">

	<name>Observations on affiliation and industry control</name>	<name>Observations on Affiliation and Industry Control</name>
	<t>A large portion of the submitted position papers indicated interest i	<t>A large portion of the submitted position papers indicated interest i
	n researching questions about industry control in the standardization process (v	n researching questions about industry control in the standardization process (a
	s. individual contributions in personal capacity), where industry control covers	s opposed to individual contributions in a personal capacity), where industry co
	both, technical contribution and the ability to successfully standardize these	ntrol covers both a) technical contributions and the ability to successfully sta
	contribution as well as competition on leadership roles. To assess these questio	ndardize these contributions and b) competition on leadership roles. To assess t
	n it has ben discussed to investigate participant's affiliations including "indi	hese questions, investigating participant affiliations, including "indirect" aff
	rect" affiliation e.g. by funding and changes in affiliation as well as the ness	iliations (e.g., by tracking funding and changes in affiliation) was discussed.
	ecarity to model company characteristics or stakeholder groups.</t>	The need to model company characteristics or stakeholder groups was also discus
	<t>Discussions about the analysis of IETF data shows that affiliation dy	sed. </t>
	namics are hard to capture, due to the specifics of how the data is entered but	<t>Discussion about the analysis of IETF data shows that affiliation dyn
	also because of larger social dynamics. On the side of IETF data capture, affili	amics are hard to capture due to the specifics of how the data is entered and be
	ation is an open text field, which causes people to write their affiliation down	cause of larger social dynamics. On the side of IETF data capture, affiliation i
	in different ways (capitilization, space, word seperation, etc). A common data	s an open text field that causes people to write their affiliation down in diffe
	format could contribute to analyses that compare SDO performance and behavior of	rent ways (e.g., capitalization, space, word separation, etc). A common data for
	actors inside and across standards bodies. To help this a draft data model has	mat could contribute to analyses that compare SDO performance and behavior of ac
	been developed during hackathon portion of the workshop which can found as Annex	tors inside and across standards bodies. To help with this, a draft data model w
	1 - Data Taxonomy.</t>	as developed during the hackathon portion of the workshop; the data model can be
	<t>Furthermore, there is the issue of mergers and acquisitions and subsi	found in <xref target="appendix-a"/>.</t>
	diary companies. There is no authorotative exogenous source of variation for aff	<t>Furthermore, there is the issue of mergers, acquisitions, and subsidi
	iliation changes, so hand-collected and curated data is used to analyze changes	ary companies. There is no authoritative exogenous source of variation for affil
	in affiliation over time. While this approach is imperfect, conclusions can be d	iation changes, so hand-collected and curated data is used to analyze changes in
	rawn from the data. For example, in the case of mergers or acquisition where a s	affiliation over time. While this approach is imperfect, conclusions can be dra
	mall organizations joins a large organization, this results in a statistically s	wn from the data. For example, in the case of mergers or acquisition where a sma
	ignificant increase in liklihood of an individual being put in a working group c	ll organization joins a large organization, this results in a statistically sign
	hair position (see <eref target="https://www.iab.org/wp-content/IAB-uploads/2021	ificant increase in likelihood of an individual being put in a working group cha
	/11/Baron.pdf">BaronKanevskaia</eref>).</t>	ir position (see the document by <xref target="LEADERSHIP-POSITIONS">Baron and K
		anevskaia</xref>).</t>
	</section>	</section>
	<section anchor="community-and-diversity">	<section anchor="community-and-diversity">

	<name>Community and diversity</name>	<name>Community and Diversity</name>
	<t>High interest from the workshop participants was also on using existi	<t>The workshop participants were highly interested in using existing da
	ng data to better understand who the current IETF community is, especially in te	ta to better understand who the current IETF community is. They were also intere
	rms of diversity, and how to potentially increase diversity and thereby inclusiv	sted in the community's diversity and how to potentially increase it and thereby
	ity, e.g. understanding if are there certain groups or lists that "drive people	increase inclusivity, e.g., understanding if there are certain factors that "dr
	away" and why. Inclusivity and transparency about the standardization process ar	ive people away" and why. Inclusivity and transparency about the standardization
	e generally important to keep the Internet and its development process viable. A	process are generally important to keep the Internet and its development proces
	s commented during the workshop discussion, when measuring and evaluating differ	s viable. As commented during the workshop discussion, when measuring and evalua
	ent angles of diversity it is also important to understand the actual goals that	ting different angles of diversity, it is also important to understand the actua
	are intended when increasing diversity, e.g. in order to increase competence (m	l goals that are intended when increasing diversity, e.g., in order to increase
	ainly technical diversity from different companies and stakeholder groups) or re	competence (mainly technical diversity from different companies and stakeholder
	levance (also regional diversity and international footprint).</t>	groups) or relevance (also regional diversity and international footprint).</t>
	<t>The discussion on community and diversity spanned from methods that d	<t>The discussion on community and diversity spanned from methods that d
	raw from novel text mining, time series clustering, graph mining and psycholingu	raw from novel text mining, time series clustering, graph mining, and psycholing
	istic approaches to understand the consensus mechanism to more speculative appro	uistic approaches to understand the consensus mechanism to more speculative appr
	aches about what it would take to build a feminist Internet. The discussion also	oaches about what it would take to build a feminist Internet. The discussion als
	covered the data needed to measure who is in the community and how diverse it i	o covered the data needed to measure who is in the community and how diverse it
	s.</t>	is.</t>
	<t>The discussion highlighted that part of the challenge is defining wha	<t>The discussion highlighted that part of the challenge is defining wha
	t diversity means, how to measure it, or as one participant highlighted to defin	t diversity means and how to measure it, or as one participant highlighted, defi
	e "who the average IETF is". The question was also raised what to do about missi	ning "who the average IETFer is". There was a question about what to do about mi
	ng data or non-participating or underrepresented communities, like women, indivi	ssing data or non-participating or underrepresented communities, like women, ind
	duals from the African continent and network operators. In terms of how IETF dat	ividuals from the African continent, and network operators. In terms of how IETF
	a is structured, various researchers mentioned that it is hard track conversatio	data is structured, various researchers mentioned that it is hard to track conv
	ns as mail threads, split, merge and change. The ICANN-at-large model came up as	ersations because mail threads split, merge, and change. The ICANN-at-large mode
	an example of how to involve relevant stakeholders in the IETF that are current	l came up as an example of how to involve relevant stakeholders in the IETF that
	ly not present. Vice versa, it is also interesting for outside communities (espe	are currently not present. Conversely, it is also interesting for outside commu
	cially policy makers) to get a sense of who the IETF community is and keep them	nities (especially policy makers) to get a sense of who the IETF community is an
	updated.</t>	d keep them updated.</t>
	<t>The human element of the community and diversity was stressed, in ord
	er to understand the IETF community's diversity it is important to talk to peopl	<t>The human element of the community and diversity was highlighted. In
	e (beyond text analysis) and in order to ensure inclusivity individual participa	order to understand the IETF community's diversity, it is important to talk to p
	nts must make an effort to, as one participant recounted, tell them their partic	eople (beyond text analysis). In order to ensure inclusivity, individual partici
	ipation is valuable.</t>	pants must make an effort to, as one participant recounted, tell them their part
		icipation is valuable.</t>
	</section>	</section>


	<section anchor="publications-process-and-decision-making">	<section anchor="publications-process-and-decision-making">

	<name>Publications, process, and decision-making</name>	<name>Publications, Process, and Decision Making</name>
	<t>A number of submissions focussed on the RFC publication process, on t	<t>A number of submissions focused on the RFC publication process, on th
	he	e
	development of standards and other RFCs in the IETF, and on how the IETF	development of standards and other RFCs in the IETF, and on how the IETF
	makes decisions.	makes decisions.

	This included work on both technical decisions about the content of the	This included work on technical decisions about the content of the
	standards, but also procedural and process decisions, and questions around	standards, on procedural and process decisions, and on questions around
	how we can understand, model, and perhaps improve the standards process.	how we can understand, model, and perhaps improve the standards process.

	Some of the work considered what makes a successful RFC, how are RFCs	Some of the work considered what makes an RFC successful, how RFCs are
	used and referenced, and what we can learn about importance of a topic	used and referenced, and what we can learn about the importance of a topic
	by studying the RFCs, drafts, and email discussion.</t>	by studying the RFCs, Internet-Drafts, and email discussions.</t>
	<t>There were three sets of questions to consider in this area. The firs	<t>There were three sets of questions to consider in this area. The firs
	t	t question related to the success and failure of standards and considered:</t>
	related to success and failure of standards, and considered what makes	<ul spacing="normal">
	a successful/good RFC? What makes the process of RFC making successful?	<li>What makes a successful and good RFC?</li>
	And how are RFCs used and referenced once published?	<li>What makes the process of making RFCs successful?</li>
	Discussion considered how to better understand the path from an internet	<li>How are RFCs used and referenced once published?</li>
	draft to an RFC, to see if there are specific factors that lead to successful	</ul>
	development of a draft into an RFC. Participants explored the extent to
		<t>Discussion considered how to better understand the path from an Internet-Draf
		t to an RFC, to see if there are specific factors that lead to successful
		development of an Internet-Draft into an RFC. Participants explored the extent t
		o
	which this depends on the seniority and experience of the authors, on the	which this depends on the seniority and experience of the authors, on the

	topic and IETF area, extent and scope of mailing list discussion, and other	topic and IETF area, on the extent and scope of mailing list discussion, and oth
	factors, to understand whether success of a draft can be predicted, and	er
		factors, to understand whether success of an Internet-Draft can be predicted and
	whether interventions can be developed to increase the likelihood of	whether interventions can be developed to increase the likelihood of
	success for work.</t>	success for work.</t>

	<t>The second question was around decision making. How does the IETF mak
	e	<t>The second question focused on decision making.</t>
	design decisions? What are the bottlenecks in effective decision making?	<ul spacing="normal">
	When is a decision made? And what is the decision? Difficulties here lie	<li>How does the IETF make design decisions?</li>
	in capturing decisions and the results of consensus calls early in the	<li>What are the bottlenecks in effective decision making?</li>
	process, and understanding the factors that lead to effective decision	<li>When is a decision made? And what is the decision?</li>
	making.</t>	</ul>
	<t>Finally, there were questions around what can be learn about protocol
	s by	<t>Difficulties here lie in capturing decisions and the results of consensus cal
	studying IETF publications, processes, and decision making? For example,	ls early in the process, and understanding the factors that lead to effective de
	are there insights to be gained around how security concerns are discussed	cision making.</t>
	and considered in the development of standards? Is it possible to verify	<t>Finally, there were questions regarding what can be learned about pro
	correctness of protocols and/or detect ambiguities? What can be learnt	tocols by
	by extracting insights from implementations and activities on implementation	studying IETF publications, processes, and decision making. For example:</t>
	efforts?</t>	<ul spacing="normal">
	<t>Answers to these questions come from analysis of IETF emails, RFCs an	<li>Are there insights to be gained around how security concerns are discussed
	d	and considered in the development of standards?</li>
		<li>Is it possible to verify correctness of protocols and detect ambiguities?</l
		i>
		<li>What can be learned by extracting insights from implementations and activiti
		es on implementation
		efforts?</li>
		</ul>

		<t>Answers to these questions will come from analysis of IETF emails, RF
		Cs and
	Internet-Drafts, meeting minutes, recordings, Github data, and external	Internet-Drafts, meeting minutes, recordings, Github data, and external
	data such as surveys, etc.</t>	data such as surveys, etc.</t>
	</section>	</section>


	<section anchor="environmental-sustainability">	<section anchor="environmental-sustainability">
	<name>Environmental Sustainability</name>	<name>Environmental Sustainability</name>

	<t>The final discussion session considered environmental sustainability.	<t>The final discussion session considered environmental sustainability.
	It	Topics included what the IETF's role with respect to climate change, both in
	discussed what is the IETF's role with respect to climate change both in	terms of what is the environmental impact of the way the IETF develops
	terms on what is the environmental impact of the way the IETF develops	standards and in terms of what is the environmental impact of the
	standards, and in terms of what is the environmental impact of the	standards the IETF develops.</t>
	standards the IETF develops?</t>
	<t>Discussion started by considering how sustainable are IETF meetings,	<t>Discussion started by considering how sustainable IETF meetings are,
	focussing on how much CO2 emissions are IETF meetings responsible for	focusing on the amount of carbon dioxide (CO2) emissions IETF meetings are respo
		nsible for
	and how can we make the IETF more sustainable. Analysis looked at the	and how can we make the IETF more sustainable. Analysis looked at the
	home locations of participants, meeting locations, and carbon footprint	home locations of participants, meeting locations, and carbon footprint

	of air travel and remote attendance, to estimate the carbon costs of an	of air travel and remote attendance to estimate the CO2 costs of an
	IETF meeting. Initial results suggest that the costs of holding multiple	IETF meeting. While the analysis is ongoing, initial results suggest that the co
	in-person IETF meetings per year are likely unsustainable in terms of carbon	sts of holding multiple
	emission, although the analysis is ongoing.</t>	in-person IETF meetings per year are likely unsustainable in terms of CO2
	<t>Discussion also considered to what extent are climate impacts conside	emission.</t>
	red in
	the development and standardization of Internet protocols? It reviewed the	<t>
	text of RFCs and active working group drafts, looking for relevant keywords	The extent to which climate impacts are
	to highlight the extent to which climate change, energy efficiency, and	considered during the development and standardization of Internet
	related topics are considered in the design of Internet protocols, to show	protocols was discussed. RFCs and Internet-Drafts of active working groups
	the limited extent to which these topics have been considered. Ongoing work	were reviewed for relevant keywords to highlight the extent to
	is considering meeting minutes and mail archives, to get a fuller picture,	which climate change, energy efficiency, and related topics were
	but initial results show only limited consideration of these important	considered in the design of Internet protocols. This review revealed the lim
	issues.</t>	ited
		extent to which these topics have been considered. There is ongoing work to
		get
		a fuller picture by reviewing meeting minutes and mail archives as well, but
		initial
		results show only limited consideration of these important issues.
		</t>

	</section>	</section>
	</section>	</section>
	<section anchor="hackathon-report">	<section anchor="hackathon-report">
	<name>Hackathon Report</name>	<name>Hackathon Report</name>

	<t>The middle two days of the workshop were organized as a hackathon. The	<t>The middle two days of the workshop were organized as a hackathon. The
	aims of the hackathon were to 1) acquaint people with the different data sources	aims of the hackathon were to 1) acquaint people with the different data sources
	and analysis methods, 2) seek to answer some of the questions that came up duri	and analysis methods, 2) seek to answer some of the questions that came up duri
	ng presentations on the first day of the workshop, 3) foster collaboration among	ng presentations on the first day of the workshop, and 3) foster collaboration a
	researchers to grow a community of IETF data researchers.</t>	mong researchers to grow a community of IETF data researchers.</t>
	<t>At the end of Day 1, the plenary presentation day, people were invited
	to divide themselves in groups who selected their own respective facilitators. A	<t>At the end of Day 1, the plenary presentation day, people were invited
	ll groups had their own work space and could use their own communication methods	to divide themselves into groups and select their own respective facilitators. A
	and channels, or use IETF's gather.town. Furthermore, daily check-ins were orga	ll groups had their own work space and could use their own communication methods
	nized during the two hackathon days. At the final day the hackathon groups prese	and channels. Furthermore, daily check-ins were organized during the two hackat
	nted their work in a plenary session.</t>	hon days. On the final day, the hackathon groups presented their work in a plena
	<t>The objectives of the hackathon, according to the co-chairs, have been	ry session.</t>
	met, and the output significantly exceeded expectations. It allowed for more int	<t>According to the co-chairs, the objectives of the hackathon have been m
	eraction then academic conferences and produced some actual research results by	et, and the output significantly exceeded expectations. It allowed more interact
	people who had not collaborated before the workshop.</t>	ion than academic conferences and produced some actual research results by peopl
	<t>Future workshops that choose to integrate a hackathon could consider to	e who had not collaborated before the workshop.</t>
	ask participants to submit groups, issues, and questions beforehand (potentiall
	y as part of the positions paper or the sign-up process) to facilitate the forma	<t>Future workshops that choose to integrate a hackathon could consider as
	tion of groups.</t>	king participants to submit issues and questions beforehand (potentially as part
		of the position papers or the sign-up process) to facilitate the formation of g
		roups.</t>
	</section>	</section>
	<section anchor="positionpapers">	<section anchor="positionpapers">
	<name>Position Papers</name>	<name>Position Papers</name>


	<section anchor="tools-data-and-methods-1">	<section anchor="tools-data-and-methods-1">

	<name>Tools, data, and methods</name>	<name>Tools, Data, and Methods</name>
	<t>Sebastian Benthall <eref target="https://www.iab.org/wp-content/IAB-u	<t>Sebastian Benthall, <xref target="COMPLEX-SYSTEMS">"Using Complex Sys
	ploads/2021/11/Benthall.pdf">Using Complex Systems Analysis to Identify Organiza	tems Analysis to Identify Organizational Interventions"</xref></t>
	tional Interventions</eref></t>	<t>Stephen McQuistin and Colin Perkins, <xref target="ietfdata-Library">
	<t>Stephen McQuistin, Colin Perkins <eref target="https://www.iab.org/wp	"The ietfdata Library"</xref></t>
	-content/IAB-uploads/2021/11/McQuistin.pdf">The ietfdata Library</eref></t>	<t>Marc Petit-Huguenin, <xref target="PROLOG-DATABASE">"The RFC Prolog D
	<t>Marc Petit-Huguenin <eref target="https://www.iab.org/wp-content/IAB-	atabase"</xref></t>
	uploads/2021/11/Petit-Huguenin.txt">The RFC Prolog Database</eref></t>	<t>Jari Arkko, <xref target="MEASURING-IETF-PROCESSES">"Observations abo
	<t>Jari Arkko <eref target="https://www.iab.org/wp-content/IAB-uploads/2	ut IETF process measurements"</xref></t>
	021/11/Arkko.pdf">Observations about IETF process measurements</eref></t>
	</section>	</section>


	<section anchor="observations-on-affiliation-and-industry-control-1">	<section anchor="observations-on-affiliation-and-industry-control-1">

	<name>Observations on affiliation and industry control</name>	<name>Observations on Affiliation and Industry Control</name>
	<t>Justus Baron, Olia Kanevskaia <eref target="https://www.iab.org/wp-co	<t>Justus Baron and Olia Kanevskaia, <xref target="LEADERSHIP-POSITIONS"
	ntent/IAB-uploads/2021/11/Baron.pdf">Competition for Leadership Positions in Sta	>"Competition for Leadership Positions in Standards Development Organizations"</
	ndards Development Organizations</eref></t>	xref></t>
	<t>Nick Doty <eref target="https://www.iab.org/wp-content/IAB-uploads/20	<t>Nick Doty, <xref target="ANALYZING-AFFILIATIONS">"Analyzing IETF Data
	21/11/Doty.pdf">Analyzing IETF Data: Changing affiliations</eref></t>	: Changing affiliations"</xref> </t>
	<t>Don Le <eref target="https://www.iab.org/wp-content/IAB-uploads/2021/	<t>Don Le, <xref target="ANALYSING-IETF">"Analysing IETF Data Position P
	11/Le.pdf">Position Paper</eref></t>	aper"</xref> </t>
	<t>Elizaveta Yachmeneva <eref target="https://www.iab.org/wp-content/IAB	<t>Elizaveta Yachmeneva, <xref target="RESEARCH-PROPOSAL">"Research Prop
	-uploads/2021/11/Yachmeneva.pdf">Research Proposal</eref></t>	osal"</xref></t>
	</section>	</section>


	<section anchor="community-and-diversity-1">	<section anchor="community-and-diversity-1">

	<name>Community and diversity</name>	<name>Community and Diversity</name>
	<t>Priyanka Sinha, Michael Ackermann, Pabitra Mitra, Arvind Singh, Amit	<t>Priyanka Sinha, Michael Ackermann, Pabitra Mitra, Arvind Singh, and A
	Kumar Agrawal <eref target="https://www.iab.org/wp-content/IAB-uploads/2021/11/S	mit Kumar Agrawal, <xref target="CONSENSUS-MECHANISMS">"Characterizing the IETF
	inha.pdf">Characterizing the IETF through its consensus mechanisms</eref></t>	through its consensus mechanisms"</xref> </t>
	<t>Mallory Knodel <eref target="https://www.iab.org/wp-content/IAB-uploa	<t>Mallory Knodel, <xref target="FEMINIST-INTERNET">"Would feminists hav
	ds/2021/11/Knodel.pdf">Would feminists have built a better internet?</eref></t>	e built a better internet?"</xref></t>
	<t>Wes Hardaker, Genevieve Bartlett <eref target="https://www.iab.org/wp	<t>Wes Hardaker and Genevieve Bartlett, <xref target="TEMPORAL-TRENDS">"
	-content/IAB-uploads/2021/11/Hardaker.pdf">Identifying temporal trends in IETF p	Identifying temporal trends in IETF participation"</xref></t>
	articipation</eref></t>	<t>Lars Eggert, <xref target="AVERAGE-PARTICIPANT">"Who is the Average I
	<t>Lars Eggert <eref target="https://www.iab.org/wp-content/IAB-uploads/	ETF Participant?"</xref></t>
	2021/11/Eggert.pdf">Who is the Average IETF Participant?</eref></t>	<t>Emanuele Tarantino, Justus Baron, Bernhard Ganglmair, Nicola Persico,
	<t>Emanuele Tarantino, Justus Baron, Bernhard Ganglmair, Nicola Persico,	and Timothy Simcoe, <xref target="GENDER-DIVERSITY">"Representation is Not Suff
	Timothy Simcoe <eref target="https://www.iab.org/wp-content/IAB-uploads/2021/11	icient for Selecting Gender Diversity"</xref></t>
	/Tarantino.pdf">Representation is Not Sufficient for Selecting Gender Diversity<
	/eref></t>
	</section>	</section>


	<section anchor="publications-process-and-decision-making-1">	<section anchor="publications-process-and-decision-making-1">

	<name>Publications, process, and decision-making</name>	<name>Publications, Process, and Decision Making</name>
	<t>Michael Welzl, Carsten Griwodz, Safiqul Islam <eref target="https://w	<t>Michael Welzl, Carsten Griwodz, and Safiqul Islam, <xref target="DESI
	ww.iab.org/wp-content/IAB-uploads/2021/11/Welzl.pdf">Understanding Internet Prot	GN-DECISIONS">"Understanding Internet Protocol Design Decisions"</xref></t>
	ocol Design Decisions</eref></t>	<t>Ignacio Castro et al., <xref target="RFC-DEPLOYMENT">"Characterising
	<t>Ignacio Castro et al <eref target="https://dl.acm.org/doi/abs/10.1145	the IETF through the lens of RFC deployment"</xref> </t>
	/3487552.3487821">Characterising the IETF through the lens of RFC deployment</er	<t>Carsten Griwodz, Safiqul Islam, and Michael Welzl, <xref target="CONT
	ef></t>	INUITY">"The Impact of Continuity"</xref></t>
	<t>Carsten Griwodz, Safiqul Islam, Michael Welzl <eref target="https://w	<t>Paul Hoffman, <xref target="RFCs-CHANGE">"RFCs Change"</xref> </t>
	ww.iab.org/wp-content/IAB-uploads/2021/11/Griwodz.pdf">The Impact of Continuity<	<t>Xue Li, Sara Magliacane, and Paul Groth, <xref target="CROSS-DOC-CORE
	/eref></t>	FERENCE">"The Challenges of Cross-Document Coreference Resolution in Email"</xre
	<t>Paul Hoffman <eref target="https://www.iab.org/wp-content/IAB-uploads	f></t>
	/2021/11/Hoffman.pdf">RFCs Change</eref></t>	<t>Amelia Andersdotter, <xref target="E-MAILING-LISTS">"Project in time
	<t>Xue Li, Sara Magliacane, Paul Groth <eref target="https://www.iab.org	series analysis: e-mailing lists"</xref></t>
	/wp-content/IAB-uploads/2021/11/Groth.pdf">The Challenges of Cross-Document Core	<t>Mark McFadden, <xref target="POSITION-PAPER">"A Position Paper by Mar
	ference Resolution in Email</eref></t>	k McFadden"</xref></t>
	<t>Amelia Andersdotter <eref target="https://www.iab.org/wp-content/IAB-
	uploads/2021/11/Andersdotter.pdf">Project in time series analysis: e-mailing lis
	ts</eref></t>
	<t>Mark McFadden <eref target="https://www.iab.org/wp-content/IAB-upload
	s/2021/11/McFadden.pdf">Position Paper</eref></t>
	</section>	</section>


	<section anchor="environmental-sustainability-1">	<section anchor="environmental-sustainability-1">
	<name>Environmental Sustainability</name>	<name>Environmental Sustainability</name>

	<t>Christoph Becker <eref target="https://www.iab.org/wp-content/IAB-upl	<t>Christoph Becker, <xref target="ENVIRONMENTAL">"Towards Environmental
	oads/2021/11/Becker.pdf">Towards Environmental Sustainability with the IETF</ere	Sustainability with the IETF"</xref></t>
	f></t>	<t>Daniel Migault, <xref target="CO2eq">"CO2eq: Estimating Meetings' Air
	<t>Daniel Migault <eref target="https://www.iab.org/wp-content/IAB-uploa	Flight CO2 Equivalent Emissions: An Illustrative Example with IETF meetings"</x
	ds/2021/11/Migault.pdf">CO2eq: Estimating Meetings' Air Flight CO2 Equivalent Em	ref></t>
	issions: An Illustrative Example with IETF meetings</eref></t>
	</section>	</section>
	</section>	</section>

	<section anchor="participants">
	<name>Workshop participants</name>	</middle>
	<t>Bernhard Ganglmair,	<back>
	Carsten Griwodz,
	Christoph Becker,	<references>
	Colin Perkins,	<name>Informative References</name>
	Corinne Cath,
	Daniel Migault,	<reference anchor="COMPLEX-SYSTEMS" target="https://www.iab.org/wp-content/IAB-u
	Don Le,	ploads/2021/11/Benthall.pdf">
	Effy Xue Li,	<front>
	Elizaveta Yachmeneva,	<title>Using Complex Systems Analysis to Identify Organizational Interven
	Francois Ortolan,	tions</title>
	Greg Wood,	<author initials="S." surname="Benthall">
	Ignacio Castro,	<organization>Information Law Institute</organization>
	Jari Arkko,	</author>
	Justus Baron,	<date year="2021"/>
	Karen O'Donoghue,	</front>
	Lars Eggert,	</reference>
	Mallory Knodel,
	Marc Petit-Huguenin,	<reference anchor="ietfdata-Library" target="https://www.iab.org/wp-content/IAB-
	Mark McFadden,	uploads/2021/11/McQuistin.pdf">
	Michael Welzl,	<front>
	Mirja Kuehlewind,	<title>The ietfdata Library</title>
	Nick Doty,	<author initials="S." surname="McQuistin">
	Niels ten Oever,	<organization></organization>
	Priyanka Sinha,	</author>
	Safiqul Islam,	<author initials="C." surname="Perkins">
	Sebastian Benthall,	<organization></organization>
	Stephen McQuistin,	</author>
	Wes Hardaker, and	</front>
	Zhenbin Li.</t>	</reference>
	</section>
	<section anchor="program-committee">	<!-- relook at this - it's an I-D that I could not be found in the database; ma
	<name>Program Committee</name>	y need to be formatted differently.
	<t>The workshop Program Committee members were Niels ten Oever (chair, Uni	-->
	versity of Amsterdam), Colin Perkins (chair, IRTF, University of Glasgow), Corin	<reference anchor="PROLOG-DATABASE" target="https://www.iab.org/wp-content/IA
	ne Cath (chair, Oxford Internet Institute), Mirja Kuehlewind (IAB, Ericsson), Zh	B-uploads/2021/11/Petit-Huguenin.txt">
	enbin Li (IAB, Huawei), and Wes Hardaker (IAB, USC/ISI).</t>	<front>
	</section>	<title>The RFC Prolog Database</title>
	<section anchor="acknowledgments">	<author initials="P." surname="Huguenin">
	<name>Acknowledgments</name>	<organization></organization>
	<t>The Program Committee wishes to extend its thanks to Cindy Morgan for l	</author>
	ogistics support and to Kate Pundyk for notetaking.</t>	<date month="September" year="2021"/>
	<t>Efforts put in this workshop by Niels ten Oever was made possible throu	</front>
	gh funding from the Dutch Research Council (NWO) through grant MVI.19.032 as par	</reference>
	t of the programme 'Maatschappelijk Verantwoord Innoveren (MVI)'.</t>
	<t>We would like to thank the Ford Foundation for their support that made	<reference anchor="MEASURING-IETF-PROCESSES" target="https://www.iab.org/wp-con
	participation of Corinne Cath, Kate Pundyk, and Mallory Knodel possible (grant n	tent/IAB-uploads/2021/11/Arkko.pdf">
	umber, 136179, 2020).</t>	<front>
	<t>Efforts in the organization of this workshop by Niels ten Oever were su	<title>Observations about IETF process measurements</title>
	pported in part by the UK Engineering and Physical Sciences Research Council und	<author initials="J." surname="Arkko">
	er grant EP/S036075/1.</t>	<organization></organization>
	</section>	</author>
	<section anchor="annexes">	</front>
	<name>Annexes</name>	</reference>
	<section anchor="annex-1-data-taxonomy">
	<name>Annex 1 - Data Taxonomy</name>	<reference anchor="LEADERSHIP-POSITIONS" target="https://www.iab.org/wp-content
		/IAB-uploads/2021/11/Baron.pdf">
		<front>
		<title>Competition for Leadership Positions in Standards Development Orga
		nizations</title>
		<author initials="J." surname="Baron">
		<organization></organization>
		</author>
		<author initials="O." surname="Kanevskaia">
		<organization></organization>
		</author>
		<date month="October" year="2021"/>
		</front>
		</reference>

		<reference anchor="ANALYZING-AFFILIATIONS" target="https://www.iab.org/wp-conte
		nt/IAB-uploads/2021/11/Doty.pdf">
		<front>
		<title>Analyzing IETF Data: Changing affiliations</title>
		<author initials="N." surname="Doty">
		<organization></organization>
		</author>
		<date month="September" year="2021"/>
		</front>
		</reference>

		<reference anchor="ANALYSING-IETF" target="https://www.iab.org/wp-content/IAB-u
		ploads/2021/11/Le.pdf">
		<front>
		<title>Analysing IETF Position Paper</title>
		<author>
		<organization>Article 19</organization>
		</author>
		</front>
		</reference>

		<reference anchor="RESEARCH-PROPOSAL" target="https://www.iab.org/wp-content/IA
		B-uploads/2021/11/Yachmeneva.pdf">
		<front>
		<title>Research Proposal</title>
		<author initials="E." surname="Yachmeneva">
		<organization></organization>
		</author>
		</front>
		</reference>

		<reference anchor="CONSENSUS-MECHANISMS" target="https://www.iab.org/wp-content/
		IAB-uploads/2021/11/Sinha.pdf">
		<front>
		<title>Characterizing the IETF through its consensus mechanisms</title>
		<author initials="P." surname="Sinha">
		<organization></organization>
		</author>
		<author initials="M." surname="Ackermann">
		<organization></organization>
		</author>
		<author initials="P." surname="Mitra">
		<organization></organization>
		</author>
		<author initials="A." surname="Singh">
		<organization></organization>
		</author>
		<author initials="A." surname="Kumar Agrawal">
		<organization></organization>
		</author>
		</front>
		</reference>

		<reference anchor="FEMINIST-INTERNET" target="https://www.iab.org/wp-content/IA
		B-uploads/2021/11/Knodel.pdf">
		<front>
		<title>Would feminists have built a better internet?</title>
		<author initials="M." surname="Knodel">
		<organization></organization>
		</author>
		<date month="September" year="2021"/>
		</front>
		</reference>

		<reference anchor="TEMPORAL-TRENDS" target="https://www.iab.org/wp-content/IAB-
		uploads/2021/11/Hardaker.pdf">
		<front>
		<title>Identifying temporal trends in IETF participation</title>
		<author initials="W." surname="Hardaker">
		<organization></organization>
		</author>
		<author initials="G." surname="Bartlett">
		<organization></organization>
		</author>
		<date month="September" year="2021"/>
		</front>
		</reference>

		<reference anchor="AVERAGE-PARTICIPANT" target="https://www.iab.org/wp-content/
		IAB-uploads/2021/11/Eggert.pdf">
		<front>
		<title>Who is the Average IETF Participant?</title>
		<author initials="L." surname="Eggert">
		<organization></organization>
		</author>
		<date month="November" year="2021"/>
		</front>
		</reference>

		<reference anchor="GENDER-DIVERSITY" target="https://www.iab.org/wp-content/IAB
		-uploads/2021/11/Tarantino.pdf">
		<front>
		<title>Representation is Not Sufficient for Selecting Gender Diversity</t
		itle>
		<author initials="J." surname="Baron">
		<organization></organization>
		</author>
		<author initials="B." surname="Ganglmair">
		<organization></organization>
		</author>
		<author initials="N." surname="Persico">
		<organization></organization>
		</author>
		<author initials="T." surname="Simcoe">
		<organization></organization>
		</author>
		<author initials="E." surname="Tarantino">
		<organization></organization>
		</author>
		<date month="August" year="2021"/>
		</front>
		</reference>

		<reference anchor="DESIGN-DECISIONS" target="https://www.iab.org/wp-content/IAB-
		uploads/2021/11/Welzl.pdf">
		<front>
		<title>Understanding Internet Protocol Design Decisions</title>
		<author initials="M." surname="Welzl">
		<organization></organization>
		</author>
		<author initials="C." surname="Griwodz">
		<organization></organization>
		</author>
		<author initials="S." surname="Islam">
		<organization></organization>
		</author>
		</front>
		</reference>

		<reference anchor="RFC-DEPLOYMENT" target="https://dl.acm.org/doi/abs/10.1145/34
		87552.3487821">
		<front>
		<title>Characterising the IETF through the lens of RFC deployment</title>
		<author initials="I." surname="Castro">
		<organization></organization>
		</author>
		<author initials="P." surname="Healey">
		<organization></organization>
		</author>
		<author initials="W." surname="Iqbal">
		<organization></organization>
		</author>
		<author initials="M." surname="Karan">
		<organization></organization>
		</author>
		<author initials="P." surname="Khare">
		<organization></organization>
		</author>
		<author initials="S." surname="McQuistin">
		<organization></organization>
		</author>
		<author initials="C." surname="Perkins">
		<organization></organization>
		</author>
		<author initials="M." surname="Purver">
		<organization></organization>
		</author>
		<author initials="J." surname="Qadir">
		<organization></organization>
		</author>
		<author initials="G." surname="Tyson">
		<organization></organization>
		</author>
		<date month="November" year="2021"/>
		</front>
		</reference>

		<reference anchor="CONTINUITY" target="https://www.iab.org/wp-content/IAB-upload
		s/2021/11/Griwodz.pdf">
		<front>
		<title>The Impact of Continuity</title>
		<author initials="C." surname="Griwodz">
		<organization></organization>
		</author>
		<author initials="S." surname="Islam">
		<organization></organization>
		</author>
		<author initials="M." surname="Welzl">
		<organization></organization>
		</author>
		</front>
		</reference>

		<reference anchor="RFCs-CHANGE" target="https://www.iab.org/wp-content/IAB-uploa
		ds/2021/11/Hoffman.pdf">
		<front>
		<title>RFCs Change</title>
		<author initials="P." surname="Hoffman">
		<organization></organization>
		</author>
		<date month="September" year="2021"/>
		</front>
		</reference>

		<reference anchor="CROSS-DOC-COREFERENCE" target="https://www.iab.org/wp-content
		/IAB-uploads/2021/11/Groth.pdf">
		<front>
		<title>The Challenges of Cross-Document Coreference Resolution in Email</
		title>
		<author initials="X." surname="Li">
		<organization></organization>
		</author>
		<author initials="S." surname="Magliacane">
		<organization></organization>
		</author>
		<author initials="P." surname="Groth">
		<organization></organization>
		</author>
		</front>
		</reference>

		<reference anchor="E-MAILING-LISTS" target="https://www.iab.org/wp-content/IAB-u
		ploads/2021/11/Andersdotter.pdf">
		<front>
		<title>Project in time series analysis: e-mailing lists</title>
		<author initials="A." surname="Andersdotter">
		<organization></organization>
		</author>
		<date month="May" year="2018"/>
		</front>
		</reference>

		<reference anchor="POSITION-PAPER" target="https://www.iab.org/wp-content/IAB-up
		loads/2021/11/McFadden.pdf">
		<front>
		<title>A Position Paper</title>
		<author initials="M." surname="McFadden">
		<organization></organization>
		</author>
		</front>
		</reference>

		<reference anchor="ENVIRONMENTAL" target="https://www.iab.org/wp-content/IAB-upl
		oads/2021/11/Becker.pdf">
		<front>
		<title>Towards Environmental Sustainability with the IETF</title>
		<author initials="C." surname="Becker">
		<organization></organization>
		</author>
		</front>
		</reference>

		<reference anchor="CO2eq" target="https://www.iab.org/wp-content/IAB-uploads/20
		21/11/Migault.pdf">
		<front>
		<title>CO2eq: Estimating Meetings' Air Flight CO2 Equivalent Emissions: A
		n Illustrative Example with IETF meeting</title>
		<author initials="D." surname="Migault">
		<organization></organization>
		</author>
		</front>
		</reference>

		<reference anchor="Mail-Arch" target="https://mailarchive.ietf.org/arch/">
		<front>
		<title>Mail Archive</title>
		<author>
		<organization>IETF</organization>
		</author>
		</front>
		</reference>

		<reference anchor="Datatracker" target="https://datatracker.ietf.org/">
		<front>
		<title>Datatracker</title>
		<author>
		<organization>IETF</organization>
		</author>
		</front>
		</reference>

		<reference anchor="Data-Overview" target="https://notes.ietf.org/iab-aid-data
		tracker-database-overview#">
		<front>
		<title>Datatracker Database Overview</title>
		<author>
		<organization></organization>
		</author>
		</front>
		<refcontent>for the IAB AID Workshop</refcontent>
		</reference>

		<reference anchor="Survey-Data" target="https://www.ietf.org/blog/ietf-commun
		ity-survey-2021/">
		<front>
		<title>IETF Community Survey 2021</title>
		<author>
		<organization>IETF</organization>
		</author>
		<date year="2021" month="August" day="11"/>
		</front>
		</reference>

		<reference anchor="BigBang" target="https://bigbang-py.readthedocs.io/en/late
		st/">
		<front>
		<title>Welcome to BigBang’s documentation!</title>
		<author>
		<organization>BigBang</organization>
		</author>
		</front>
		</reference>

		<reference anchor="ietfdata" target="https://github.com/glasgow-ipl/ietfdata"
		>
		<front>
		<title>IETF Data </title>
		<author>
		<organization></organization>
		</author>
		<date year="2022" month="August"/>
		</front>
		<refcontent>Internet Protocols Laboratory</refcontent>
		<refcontent>commit c53bf15</refcontent>
		</reference>

		<reference anchor="ArkkoStats" target="https://www.arkko.com/tools/docstats.h
		tml">
		<front>
		<title>Document Statistics</title>
		<author>
		<organization></organization>
		</author>
		</front>
		</reference>

		<reference anchor="DatatrackerStats" target="https://datatracker.ietf.org/sta
		ts/">
		<front>
		<title>Statistics</title>
		<author>
		<organization>IETF</organization>
		</author>
		</front>
		</reference>

		<reference anchor="DataResources" target="https://notes.ietf.org/iab-aid-data
		-resources#">
		<front>
		<title>IAB AID Workshop Data Resources</title>
		<author>
		<organization></organization>
		</author>
		</front>
		</reference>

		<reference anchor="IETF-Statistics" target="https://www.ietf.org/policies/web-a
		nalytics/">
		<front>
		<title>Web analytics</title>
		<author>
		<organization>IETF</organization>
		</author>
		</front>
		</reference>

		<reference anchor="IETF-RFCs" target="https://www.ietf.org/standards/rfcs/">
		<front>
		<title>RFCs</title>
		<author>
		<organization>IETF</organization>
		</author>
		</front>
		</reference>
		</references>

		<section anchor="appendix-a" numbered="true">
		<name>Data Taxonomy</name>
	<artwork><![CDATA[	<artwork><![CDATA[
	A Draft Data Taxonomy for SDO Data:	A Draft Data Taxonomy for SDO Data:

	Organization:	Organization:
	Organization Subsidiary	Organization Subsidiary
	Time	Time
	Email domain	Email domain
	Website domain	Website domain
	Size	Size
	Revenue, annual	Revenue, annual

	skipping to change at line 277 ¶	skipping to change at line 681 ¶
	Regulatory Body	Regulatory Body
	Research and Development Institution	Research and Development Institution
	Software Provider	Software Provider
	Testing and Certification	Testing and Certification
	Telecommunications Provider	Telecommunications Provider
	Satellite Operator	Satellite Operator

	Org - Stakeholder Group : 1 - 1	Org - Stakeholder Group : 1 - 1
	Academia	Academia
	Civil Society	Civil Society

	Private Sector -- including industry consortia and associations; state-owned	Private Sector -- including industry consortia and associations;
	and government-funded businesses	state-owned and government-funded businesses
	Government	Government
	Technical Community (IETF, ICANN, ETSI, 3GPP, oneM2M, etc)	Technical Community (IETF, ICANN, ETSI, 3GPP, oneM2M, etc)
	Intergovernmental organization	Intergovernmental organization

	SDO:	SDO:
	Membership Types (SDO)	Membership Types (SDO)

	Members (Organizations for some, individuals for others…)	Members (Organizations for some, individuals for others...)
	Membership organization	Membership organization
	Regional SDO	Regional SDO
	ARIB	ARIB
	ATIS	ATIS
	CCSA	CCSA
	ETSI	ETSI
	TSDSI	TSDSI
	TTA	TTA
	TTC	TTC
	Consortia	Consortia

	skipping to change at line 352 ¶	skipping to change at line 757 ¶
	Meeting	Meeting
	Time	Time
	Place	Place
	Agenda	Agenda
	Registrations	Registrations
	Name	Name
	Email	Email
	Affiliation	Affiliation
	]]></artwork>	]]></artwork>
	</section>	</section>


		<section anchor="program-committee">
		<name>Program Committee</name>
		<t>The workshop Program Committee members were <contact fullname="Niels te
		n Oever"/> (Chair, University of Amsterdam), <contact fullname="Colin Perkins"/>
		(Chair, IRTF, University of Glasgow), <contact fullname="Corinne Cath"/> (Chair
		, Oxford Internet Institute), <contact fullname="Mirja Kuehlewind"/> (IAB, Erics
		son), <contact fullname="Zhenbin Li"/> (IAB, Huawei), and <contact fullname="Wes
		Hardaker"/> (IAB, USC/ISI).</t>
	</section>	</section>

	</middle>
	<back>


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		<section anchor="IAB_members" numbered="false">
		<name>IAB Members at the Time of Approval</name>

		<t> Internet Architecture Board members at the time this document was
		approved for publication were:</t>

		<ul empty="true" spacing="compact" bare="false" indent="3">
		<li><t><contact fullname="Jari Arkko"/></t>
		</li>
		<li>
		<t><contact fullname="Deborah Brungard"/></t>
		</li>
		<li>
		<t><contact fullname="Lars Eggert"/></t>
		</li>
		<li>
		<t><contact fullname="Wes Hardaker"/></t>
		</li>
		<li>
		<t><contact fullname="Cullen Jennings"/></t>
		</li>
		<li>
		<t><contact fullname="Mallory Knodel"/></t>
		</li>
		<li>
		<t><contact fullname="Mirja Kühlewind"/></t>
		</li>
		<li>
		<t><contact fullname="Zhenbin Li"/></t>
		</li>
		<li>
		<t><contact fullname="Tommy Pauly"/></t>
		</li>
		<li>
		<t><contact fullname="David Schinazi"/></t>
		</li>
		<li>
		<t><contact fullname="Russ White"/></t>
		</li>
		<li>
		<t><contact fullname="Quin Wu"/></t>
		</li>
		<li>
		<t><contact fullname="Jiankang Yao"/></t>
		</li>
		</ul>

		</section>

		<section anchor="acknowledgments" numbered="false">
		<name>Acknowledgments</name>
		<t>The Program Committee wishes to extend its thanks to <contact fullname=
		"Cindy Morgan"/> for logistics support and to <contact fullname="Kate Pundyk"/>
		for note-taking.</t>
		<t>We would like to thank the Ford Foundation for their support that made
		participation of <contact fullname="Corinne Cath"/>, <contact fullname="Kate Pun
		dyk"/>, and <contact fullname="Mallory Knodel"/> possible (grant number, 136179,
		2020).</t>
		<t>Efforts put in this workshop by <contact fullname="Niels ten Oever"/> w
		ere made possible through funding from the Dutch Research Council (NWO) through
		grant MVI.19.032 as part of the program 'Maatschappelijk Verantwoord Innoveren (
		MVI)'.</t>
		<t>Efforts in the organization of this workshop by <contact fullname="Coli
		n Perkins"/> were supported in part by the UK Engineering and Physical Sciences
		Research Council under grant EP/S036075/1.</t>
		</section>

		</back>

	</rfc>	</rfc>

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