The document discusses the impending exhaustion of the 16-bit AS number field in BGP. It analyzes historical data on IANA allocations, RIR assignments, and announced ASNs in BGP to project exhaustion between 2009-2011. While 30,000 ASNs have been assigned, only around 20,000 are currently announced in BGP. Reclaiming unused low ASNs and increasing deployment efficiency could extend the lifetime to 2011, otherwise exhaustion may occur as early as 2009. A transition to 32-bit ASNs is proposed.
ARIN 2015 IPv4 Activity, by John Curran.
A presentation given at APRICOT 2016’s "Making ends meet: IPv4 exhaustion and the transfer market" session on 24 February 2016.
APNIC Foundation, presented by Ellisha Heppner at the PNG DNS Forum 2024APNIC
Ellisha Heppner, Grant Management Lead, presented an update on APNIC Foundation to the PNG DNS Forum held from 6 to 10 May, 2024 in Port Moresby, Papua New Guinea.
Registry Data Accuracy Improvements, presented by Chimi Dorji at SANOG 41 / I...APNIC
Chimi Dorji, Internet Resource Analyst at APNIC, presented on Registry Data Accuracy Improvements at SANOG 41 jointly held with INNOG 7 in Mumbai, India from 25 to 30 April 2024.
APNIC Policy Roundup, presented by Sunny Chendi at the 5th ICANN APAC-TWNIC E...APNIC
Sunny Chendi, Senior Advisor, Membership and Policy at APNIC, presents 'APNIC Policy Roundup' at the 5th ICANN APAC-TWNIC Engagement Forum and 41st TWNIC OPM in Taipei, Taiwan from 23 to 24 April.
ARIN 2015 IPv4 Activity, by John Curran.
A presentation given at APRICOT 2016’s "Making ends meet: IPv4 exhaustion and the transfer market" session on 24 February 2016.
APNIC Foundation, presented by Ellisha Heppner at the PNG DNS Forum 2024APNIC
Ellisha Heppner, Grant Management Lead, presented an update on APNIC Foundation to the PNG DNS Forum held from 6 to 10 May, 2024 in Port Moresby, Papua New Guinea.
Registry Data Accuracy Improvements, presented by Chimi Dorji at SANOG 41 / I...APNIC
Chimi Dorji, Internet Resource Analyst at APNIC, presented on Registry Data Accuracy Improvements at SANOG 41 jointly held with INNOG 7 in Mumbai, India from 25 to 30 April 2024.
APNIC Policy Roundup, presented by Sunny Chendi at the 5th ICANN APAC-TWNIC E...APNIC
Sunny Chendi, Senior Advisor, Membership and Policy at APNIC, presents 'APNIC Policy Roundup' at the 5th ICANN APAC-TWNIC Engagement Forum and 41st TWNIC OPM in Taipei, Taiwan from 23 to 24 April.
DDoS In Oceania and the Pacific, presented by Dave Phelan at NZNOG 2024APNIC
Dave Phelan, Senior Network Analyst/Technical Trainer at APNIC, presents 'DDoS In Oceania and the Pacific' at NZNOG 2024 held in Nelson, New Zealand from 8 to 12 April 2024.
'Future Evolution of the Internet' delivered by Geoff Huston at Everything Op...APNIC
Geoff Huston, Chief Scientist at APNIC deliver keynote presentation on the 'Future Evolution of the Internet' at the Everything Open 2024 conference in Gladstone, Australia from 16 to 18 April 2024.
IP addressing and IPv6, presented by Paul Wilson at IETF 119APNIC
Paul Wilson, Director General of APNIC delivers a presentation on IP addressing and IPv6 to the Policymakers Program during IETF 119 in Brisbane Australia from 16 to 22 March 2024.
draft-harrison-sidrops-manifest-number-01, presented at IETF 119APNIC
Tom Harrison, Product and Delivery Manager at APNIC presents at the Registration Protocols Extensions working group during IETF 119 in Brisbane, Australia from 16-22 March 2024
Benefits of doing Internet peering and running an Internet Exchange (IX) pres...APNIC
Che-Hoo Cheng, Senior Director, Development at APNIC presents on the "Benefits of doing Internet peering and running an Internet Exchange (IX)" at the Communications Regulatory Commission of Mongolia's IPv6, IXP, Datacenter - Policy and Regulation International Trends Forum in Ulaanbaatar, Mongolia on 7 March 2024
APNIC Update and RIR Policies for ccTLDs, presented at APTLD 85APNIC
APNIC Senior Advisor, Membership and Policy, Sunny Chendi presented on APNIC updates and RIR Policies for ccTLDs at APTLD 85 in Goa, India from 19-22 February 2024.
Lao Digital Week 2024: It's time to deploy IPv6APNIC
APNIC Development Director Che-Hoo Cheng presents on the importance of deploying IPv6 at the Lao Digital Week 2024, held in Vientiane, Lao PDR from 10 to 14 January 2024.
APNIC Chief Scientist Geoff Huston presents on the increasing adoption of privacy-related mechanisms that obscure how the network can observe user traffic at AINTEC 2023, held in Bangkok, Thailand from 12 to 14 December 2023.
AFSIG 2023: APNIC Foundation and support for Internet developmentAPNIC
APNIC Acting CEO Sylvia Cadena introduced the APNIC Foundation, it's projects and future funding opportunities at AFSIG 2023, held online on 6 December 2023.
APNIC Network Analyst/Technical Trainer Sherafzal Yousifzai gives and update on the status of IPv6 deployment in Afghanistan at the inaugural AFNOG, held online on 6 December 2023.
DDoS In Oceania and the Pacific, presented by Dave Phelan at NZNOG 2024APNIC
Dave Phelan, Senior Network Analyst/Technical Trainer at APNIC, presents 'DDoS In Oceania and the Pacific' at NZNOG 2024 held in Nelson, New Zealand from 8 to 12 April 2024.
'Future Evolution of the Internet' delivered by Geoff Huston at Everything Op...APNIC
Geoff Huston, Chief Scientist at APNIC deliver keynote presentation on the 'Future Evolution of the Internet' at the Everything Open 2024 conference in Gladstone, Australia from 16 to 18 April 2024.
IP addressing and IPv6, presented by Paul Wilson at IETF 119APNIC
Paul Wilson, Director General of APNIC delivers a presentation on IP addressing and IPv6 to the Policymakers Program during IETF 119 in Brisbane Australia from 16 to 22 March 2024.
draft-harrison-sidrops-manifest-number-01, presented at IETF 119APNIC
Tom Harrison, Product and Delivery Manager at APNIC presents at the Registration Protocols Extensions working group during IETF 119 in Brisbane, Australia from 16-22 March 2024
Benefits of doing Internet peering and running an Internet Exchange (IX) pres...APNIC
Che-Hoo Cheng, Senior Director, Development at APNIC presents on the "Benefits of doing Internet peering and running an Internet Exchange (IX)" at the Communications Regulatory Commission of Mongolia's IPv6, IXP, Datacenter - Policy and Regulation International Trends Forum in Ulaanbaatar, Mongolia on 7 March 2024
APNIC Update and RIR Policies for ccTLDs, presented at APTLD 85APNIC
APNIC Senior Advisor, Membership and Policy, Sunny Chendi presented on APNIC updates and RIR Policies for ccTLDs at APTLD 85 in Goa, India from 19-22 February 2024.
Lao Digital Week 2024: It's time to deploy IPv6APNIC
APNIC Development Director Che-Hoo Cheng presents on the importance of deploying IPv6 at the Lao Digital Week 2024, held in Vientiane, Lao PDR from 10 to 14 January 2024.
APNIC Chief Scientist Geoff Huston presents on the increasing adoption of privacy-related mechanisms that obscure how the network can observe user traffic at AINTEC 2023, held in Bangkok, Thailand from 12 to 14 December 2023.
AFSIG 2023: APNIC Foundation and support for Internet developmentAPNIC
APNIC Acting CEO Sylvia Cadena introduced the APNIC Foundation, it's projects and future funding opportunities at AFSIG 2023, held online on 6 December 2023.
APNIC Network Analyst/Technical Trainer Sherafzal Yousifzai gives and update on the status of IPv6 deployment in Afghanistan at the inaugural AFNOG, held online on 6 December 2023.
Understanding User Behavior with Google Analytics.pdfSEO Article Boost
Unlocking the full potential of Google Analytics is crucial for understanding and optimizing your website’s performance. This guide dives deep into the essential aspects of Google Analytics, from analyzing traffic sources to understanding user demographics and tracking user engagement.
Traffic Sources Analysis:
Discover where your website traffic originates. By examining the Acquisition section, you can identify whether visitors come from organic search, paid campaigns, direct visits, social media, or referral links. This knowledge helps in refining marketing strategies and optimizing resource allocation.
User Demographics Insights:
Gain a comprehensive view of your audience by exploring demographic data in the Audience section. Understand age, gender, and interests to tailor your marketing strategies effectively. Leverage this information to create personalized content and improve user engagement and conversion rates.
Tracking User Engagement:
Learn how to measure user interaction with your site through key metrics like bounce rate, average session duration, and pages per session. Enhance user experience by analyzing engagement metrics and implementing strategies to keep visitors engaged.
Conversion Rate Optimization:
Understand the importance of conversion rates and how to track them using Google Analytics. Set up Goals, analyze conversion funnels, segment your audience, and employ A/B testing to optimize your website for higher conversions. Utilize ecommerce tracking and multi-channel funnels for a detailed view of your sales performance and marketing channel contributions.
Custom Reports and Dashboards:
Create custom reports and dashboards to visualize and interpret data relevant to your business goals. Use advanced filters, segments, and visualization options to gain deeper insights. Incorporate custom dimensions and metrics for tailored data analysis. Integrate external data sources to enrich your analytics and make well-informed decisions.
This guide is designed to help you harness the power of Google Analytics for making data-driven decisions that enhance website performance and achieve your digital marketing objectives. Whether you are looking to improve SEO, refine your social media strategy, or boost conversion rates, understanding and utilizing Google Analytics is essential for your success.
Italy Agriculture Equipment Market Outlook to 2027harveenkaur52
Agriculture and Animal Care
Ken Research has an expertise in Agriculture and Animal Care sector and offer vast collection of information related to all major aspects such as Agriculture equipment, Crop Protection, Seed, Agriculture Chemical, Fertilizers, Protected Cultivators, Palm Oil, Hybrid Seed, Animal Feed additives and many more.
Our continuous study and findings in agriculture sector provide better insights to companies dealing with related product and services, government and agriculture associations, researchers and students to well understand the present and expected scenario.
Our Animal care category provides solutions on Animal Healthcare and related products and services, including, animal feed additives, vaccination
Gen Z and the marketplaces - let's translate their needsLaura Szabó
The product workshop focused on exploring the requirements of Generation Z in relation to marketplace dynamics. We delved into their specific needs, examined the specifics in their shopping preferences, and analyzed their preferred methods for accessing information and making purchases within a marketplace. Through the study of real-life cases , we tried to gain valuable insights into enhancing the marketplace experience for Generation Z.
The workshop was held on the DMA Conference in Vienna June 2024.
Bridging the Digital Gap Brad Spiegel Macon, GA Initiative.pptxBrad Spiegel Macon GA
Brad Spiegel Macon GA’s journey exemplifies the profound impact that one individual can have on their community. Through his unwavering dedication to digital inclusion, he’s not only bridging the gap in Macon but also setting an example for others to follow.
Meet up Milano 14 _ Axpo Italia_ Migration from Mule3 (On-prem) to.pdfFlorence Consulting
Quattordicesimo Meetup di Milano, tenutosi a Milano il 23 Maggio 2024 dalle ore 17:00 alle ore 18:30 in presenza e da remoto.
Abbiamo parlato di come Axpo Italia S.p.A. ha ridotto il technical debt migrando le proprie APIs da Mule 3.9 a Mule 4.4 passando anche da on-premises a CloudHub 1.0.
Meet up Milano 14 _ Axpo Italia_ Migration from Mule3 (On-prem) to.pdf
BGP ASN exhaustion
1. BGP AS Number Exhaustion
Geoff Huston
Research activity
supported by APNIC
March 2003
2. The Problem
The 16 bit AS number field in BGP has
64,510 available values to use in the
Internet’s public routing space
Some 30,000 AS numbers have already
been assigned by the RIRs
This BGP protocol field will be
exhausted at some point in the future
3. The Solution
Use a 32 bit field for this value
draft-ietf-idr-as4bytes-06.txt describes how
This is proposed for publication as an
experimental RFC
4. The Issue
At some point we will need to start
testing various transition plans and
vendor implementations, set up a new
AS number registry, and commence
deployment of these extended length
protocol objects in BGP
5. When?
Before we run completely out of 16 bit AS
numbers!
Need to allow a lead time for testing,
deployment of 4-byte AS BGP implementations
and development of appropriate transition
arrangements
Allow 2 – 3 years to undertake this smoothly
So we’d like to know when we have 3 years to
go before we run out of AS numbers
6. When?
A number of views can be used to make
forward projections:
The growth of the number of announced
AS’s in the BGP routing table
The rate at which AS number blocks are
passed from IANA to the RIRs
The rate at which RIRs undertake
assignments of As’s to LIRs and end users
15. Observations
RIRs operate with an allocation buffer of
around 5,000 numbers
10,000 AS numbers (40% of the
assigned AS numbers) are not
announced in the BGP table.
Is this the result of old AS assignments
falling into disuse?
Or recent AS assignments being hoarded?
This pool creates uncertainty in 2 byte AS
number pool exhaustion predictions
20. Distribution by AS Number Range
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
1 11 21 31 41 51 61 71 81 91 101 111 121 131 141 151 161 171 181 191 201 211 221 231 241 251 261 271 281
Unassigned
NOT Announced
Announced
21. Observations
Low AS number ranges have the highest
unannounced / announced ratios
Reclamation of unused AS numbers in the low
number ranges is likely to be a useful exercise
Recent assignments show a 60%
announcement utilization ratio for AS
numbers
LIR staging point factors
Inadequate incentives to return if no immediate
requirement for deployment
24. Current AS Forecast
The available AS number pool will exhaust in
the timeframe of 2009-2011 if current AS use
trends continue
2009
no significant reclamation in old AS number space
No coordinated effort to increase utilization density of
AS numbers
2011
reclamation and increased deployment efficiency
Editor's Notes
This work is looking at the trends in consumption of the AS number pool in the Internet
The AS number pool of 65536 numbers has 64.510 non-reserved numbers
Currently the AS number pool is around 48% allocated.
The question is how long will the remaining 52% last in terms of meeting Internet demands and what should we do when we get close to exhaustion
The technical solution developed in the IETF is to extend the AS number field to 32 bits. This solution has been developed in the Inter Domain Routing Working Group of the IETF and is documented in the draft. This draft is on track for publication as an experimental RFC
Transition cannot be undertaken in an instant. A prudent approach to this requires examination of transition plans, as well as testing of various vendor implementations for operational reliability and interoperability. Also there is a requirement for a new registry, and associated processes for deployment.
How long would this pre-deployment phase take the global Internet industry? Estimates are difficult to make, but in considering allowing time for testing, experimental deployments, and completion of transition plans a 2 – 3 year timeframe does not appear unreasonable.
So its reasonable to conclude that it would be useful to know when we have around 3 years prior to pool exhaustion of the 16 bit number space, and particularly useful to know if the three year time is some time in the immediate future!
Lets look at ways to determine forward projections of AS number use. There are three sources of data regarding AS number use.
The first is the number of ASes announced in the global BGP routing table.
However there are two other data sources that are also relevant to this question: the rate at which AS number blocks (a block size is 1024 numbers) are passed from IANA to the RIRs and the rate at which RIRs undertake assignments to LIRs and end users
The number of Ass announced in the routing table is shown here. The circled point appears to be an inflexion point corresponding to the end of the Internet boom
From this data there are two potential growth curves. The pre-2002 data was showing a strong exponential growth trend, with AS number exhaustion appearing in late 2005. The 2002 – 2003 data can be fitted to both a linear and an exponential growth curve. An exponential growth curve would see exhaustion in around 10 years from now in 2013, and a linear trend would see exhaustion occurring in 25 years, in around 2027
The IANA block allocation data does not have the same point of inflexion, and shows a more consistent growth pattern that appears to have an exponential component.
Using the same 2002-2003 data as the base line there are again 2 possible trends: an exponential trend would see exhaustion of the IANA pool in 4 years from now (2007) and a linear trend would project exhaustion in 7 years (2010)
This data is based on the RIR stats files, which show the data of assignment. Here there is also a point of inflexion, although not as pronounced as in the BGP table.
Again taking 2002-2003 data and extrapolating forward, the exponential trend predicts exhaustion in 5 years time (2008) and the linear trend sees exhaustion in 2013
This graph shows all three data sets and their projections
The process here is that a number block is passed from IANA to the RIRs, and the RIRs undertake assignments to LIRs and end users, and, ultimately the AS numbers are advertised in the routing table.
The orange jagged line shows the amount of AS numbers held by the RIRs pending assignment. With 4 RIRs active the pool of AS numbers held by the RIRs is currently steady at 5000
The red line shows the number of assigned ASes that are not advertised. This number is increasing, and is currently 10000
This pool of 10,000 unannounced AS numbers is interesting, and as the slide indicates there are a number of reasons why there are so many unannounced ASes
This graph shows the number of announced (blue) and unannounced (green) ASes
The question is whether the ratio of announced : unannounced is constant or changing…next slide
The ratio was historically high. In 1996 it appears that two thirds of assigned AS numbers were not visible in the BGP routing table. This has been reduced to the current ration of 0.7, which has been relatively stable for the past 1 ½ years (with a slight growth component – next slide)
A slight growth pattern is visible in this ratio at present.
This shows the AS ordered by date of assignment as listed in the RIR stats files. There is a strong peak visible in the 2001 timeframe and, interestingly, another peak at the start of 2003.
This graph orders the ASes numericall in groups of 100. The rationale for this is that, in general, AS numbers have been assigned in numerical order, and the smaller valued numbers have been in circulation for a longer period.
The green shows the number of ASes in each block that have been returned to the RIR or nopt yet assigned by the RIR.
The red shows the number of ASes in each block of 100 that are listed as assigned, but are not visible in the BGP routing table
The blue shows assigned advertised ASes.
One interpretation of this graph is that:
- There is some reclamation of unused ASes, but it ius not significant
Older AS numbers have a sigificant propotion of numbers that are in a ‘zombie’ state
More recent AS numbers show a 70% advertisement rate.
We take the three data series (IANA, RIR and BGP table) and place them into a model
This model includes an RIR holding pool with a 1024 cycle rate and a median pool value.
i.e. whenever the RIR pool falls to 4,500 ASes the IANA pool is decremented by 1024 and the RIR pool is augmented by the same amount.
The BGP table is assumed to consume AS numbers at an exponentially growing rate, using the past 18 months data as the trend base for the exponential projection
The assumption here is that the ratio of announced to unannounced ASes will decline, and older unused ASes will be recycled.
This model predicts exhaustion of the AS number pool in 2011 (8 years from now)
This model is the same as the previous slide, with the exception that the unannounced AS number pool will remain at a level of 70% of the announced AS number pool – i.e. there is no reclamation of unannounced unused ASes.
In this model AS number exhaustion will occur in 2009, 6 years from now.
Summarizing the information in the previous 2 slides, it appears that there is little benefit in reclamation of unused AS numbers. It also indicates that there is currently a 6 year lifetime in the 16 bit AS number pool.
Given the earlier comments about a 3 years industry lead time, it would appear that there is still some time before we need to concentrate effort in transitioning BGP in our deployed networks to versions that will support a larger AS number space.