Upload
jay-daley
View
389
Download
2
Embed Size (px)
Citation preview
• Small registry - Big data pioneer22 server Hadoop cluster installed in 2012Full packet capture of DNS servers
• Data science oriented research team18% of total staff
• World class registrar data portalMain business priority for new development
• Actively building data productsRecent success with broadbandmap.nz
• Open data portal for .nz data
Why is .nz presenting?
June 2016ICANN 56 Helsinki 2
• Evidence based policy
• Organisational/community development
• Cleaner and safer DNS
• Business - more, new, better
• Public trust
Why data matters
June 2016ICANN 56 Helsinki 4
• Already some excellent examplesRSTEPIANA SLE approximations by Marc Blanchet
• But data is not public and so …No reproducibilityAgenda set by those who pay the analystsVery low throughput of research
• Some people have their own dataGives them real power in the debatee.g. Root server operators and WPAD debate“data is the new oil”
• Open Data means Open Debate
Current use of data in policy
June 2016ICANN 56 Helsinki 6
Case study – hoarding?
June 2016ICANN 56 Helsinki 7
1
10
100
1000
10000
100000
10000001 2 3 4 5 6 7 8 9 10
11-2
021
-30
31-4
04
1-50
51-6
06
1-70
71-8
081
-90
91-
100
101-
200
201-
300
301-
40
04
01-
500
501-
60
06
01-
700
801-
90
09
01-
100
010
01-
200
020
01-
300
0
Num
ber
of r
egis
tran
ts
Portfolio size
Number of registrants by portfolio size
Openness and transparency
• Applied toDiversity, remuneration, expenses, etc
• Significant organisational benefitsReinforces best behaviourCreate culture of community/customer audit
Modern business principle
June 2016ICANN 56 Helsinki 9
• ICANN funds travel for some attendees• Until recently this data was hard to use
Only published in PDFsSome meetings missingNames spelled inconsistentlyNo summaries or multi-meeting analysis
• At Dublin meeting spent several hoursExtracting data from PDFsTidying up namesCreating reportsPublishing data
Case study – Travel funding
June 2016ICANN 56 Helsinki 10
Example output
June 2016ICANN 56 Helsinki 12
$-
$2,000
$4,000
$6,000
$8,000
$10,000
$12,000
$14,000
0 2 4 6 8 10 12 14 16 18 20
Average travel funds received by Number of meetings attended
• Report from AFNIC on ICANN Diversity• Based on public data – but not easy!
Case study – Diversity
June 2016ICANN 56 Helsinki 14
• Highly developed use of dataMultiple research teams, cooperative forums, NFP services and commercial providersMultiple data resources, extensive data sharingTools: Entrada, Turing, hadoop-pcap, zonemaster
• Data collection – source evidencePassive monitoring (e.g. DNSDB, PassiveTotal)Hand produced by threat researchers
• Strong sharing culture – via data feeds40+ feeds available (both NFP and commercial)Track domains, IPs, credentials, URLs, etc
Very active area
June 2016ICANN 56 Helsinki 17
• Data shared with cooperative forum – then shared with registrars
Case study – threat sharing
June 2016ICANN 56 Helsinki 18
• Market intelligence• Targeting marketing• New products, same customers• New products, new customers
Data driven business
June 2016ICANN 56 Helsinki 20
• ”Registrants prefer shorter names” – right?
Market intelligence - basic
June 2016ICANN 56 Helsinki 21
0
5000
10000
15000
20000
25000
30000
35000
40000
45000
50000
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30
Number of domain names by number of characters
• Domain name categorisation by industry
Market intelligence - advanced
June 2016ICANN 56 Helsinki 22
0% 5% 10% 15% 20% 25% 30% 35%
A — Agriculture, forestry, fishing and hunting
B — Mining
C — Manufacturing
D — Electricity, gas and water supply
E — Construction
F — Wholesale trade
G — Retail trade
H — Accommodation, Food Services
I — Transport and storage
J — Information Media and Telecommunications
K — Finance and insurance
L — Rental, Hiring and Real Estate Services
M — Professional, Scientific and Technical Services
N — Administrative and Support Services
O — Public Administration and Safety
P — Education and Training
Q — Health Care and Social Assistance
R — Arts and Recreation Services
S — Other Services
Registry Registrar
• Domains most likely to renew for 10 yearsThose in top 20% by observed traffic
• Domains in danger of cancellingNo MX record
• TLD cross-sell opportunitiesSimple data matching
• Industry verticalsMachine learning classifier using web site text
• Expiring domainsValued by algorithm
Targeted marketing
June 2016ICANN 56 Helsinki 24
• SaaS product market sizingSpecific DNS record indicators for each productCounted by regular zone scansData sold for competitor analysis
New products, new customers
June 2016ICANN 56 Helsinki 27
“Sunlight is the best disinfectant”
• Open data can prove:Effectiveness of markets and regulatorsSocial benefitWhere problems remain
Open data and public trust
June 2016ICANN 56 Helsinki 29
• Competition, Consumer Trust and Consumer Choice (CCT) Metrics Reporting
• So near but yet so far …
Case Study - CCT
June 2016ICANN 56 Helsinki 31
• ICANN F17 Strategic Plan includes:
“Deploy automated systems to collect data and compute ratio of registered domain names to active IP addresses.”“Deploy automated systems to collect data and compute ratio of registered domain names to Internet users regionally and globally.”“Publish analyses of data collected, implications of changes in data over time, and other topics relevant to the use of unique identifiers and evolution of identifier technologies”“Document growth in ratios in developing regions”
Toes in the water
June 2016ICANN 56 Helsinki 34
Data enabled community & industry
• Data openly shared by all market participants• Data is easy to find and use and can be
trusted • Strong community use of data• Authoritative publications
ICANN Industry ReportDomain Names Contribution to Society Index
A goal to consider
June 2016ICANN 56 Helsinki 35
• Commit – employ a Chief Data Officer• Begin cultural change
Broaden the principle of openness to include dataSet the vision of the benefits
• Engage community – “social license”Community expectations of openness vs privacy
• Put legal framework in placeAdjust contracts, policies and processes to support open dataDetermine privacy protection rules
Steps to make it happen
June 2016ICANN 56 Helsinki 36