This presentation relates the results of the IPv6 Matrix crawler just over a month after the world IPv6 Launch publicised on http://www.worldipv6launch.org/
While content providers in some countries clearly took advantage of this event to launch IPv6 service, others completely missed the buzz.
This presentation relates the results of the IPv6 Matrix crawler 6 months after the world IPv6 Launch publicised on http://www.worldipv6launch.org/
While content providers in some countries clearly took advantage of this event to launch IPv6 service, others completely missed the buzz.
Check out http://www.ipv6matrix.org/ for more information.
Presentation made at the Internet and Democracy Conference in Kiev, Ukraine, 18 February 2011.
My talk focuses on:
- what is a multi-stakeholder governance process?
- what is the Internet model?
- what is ICANN?
- how is it structured?
- how is it multi-stakeholder bottom-up?
- Structure of GNSO
- Structure of At-Large
- The End-User principle (no filtering)
- The Internet is changing the world of business
- The Internet is changing the world
- The Internet economic weight on GDP
- how do you create a business climate which will take advantage of the Internet?
- Join multi-stakeholder governance processes at ICANN
- An Internet Kill Switch is a Kill Switch for your economy
This document provides an overview and results from the IPv6 Matrix Project, which tracks global IPv6 connectivity. It shows data on IPv6 penetration rates for infrastructure (DNS, web, email, NTP) and web servers alone in different regions from December 2012 to June 2013. Europe saw steady increases overall, with Estonia having the biggest growth. Slovakia and Portugal continued leading in dual-stack websites. Germany had the most dual-stack sites. Asia results showed Singapore and Hong Kong increasing slightly while others fluctuated.
Presentation made at Karunya University, Karunya Nagar, Coimbatore, India on 3 Feb 2012.
This presentation provides a summary of IPv6's main uses and main technical features.
It also includes a primer on how the Internet is changing the world - taking the music industry as an example.
Slide deck used in my presentation at the Second Ukrainian Internet Governance Forum in Kiev on 2nd September 2011.
This provides a good introduction about ICANN's bottom-up multi-stakeholder governance process, looking especially at the At-Large Advisory Committee (ALAC) process for bottom-up policy input.
Presentation at the Bharathi Dasan Institute of Management (BIM), Tiruchirappalli, 2 February 2012.
This slide deck provides a sense of the multi-stakeholder processes that have made the Internet what it is today. The presentation speaks of the support of the multi-stakeholder model, as well as user-centric Internet.
It also mentions that the Internet is a social catalyst to changing the world.
Shortly after this presentation, I was interviewed by the Hindu Newspaper for an article published on 3 February 2012.
Presentation given at the Internet Society's INET conference in London on 29 September 2010.
It contains real results of IPv6 compatible content obtained from a Crawler testing the domains of the 1 Million most popular Internet Web sites. Tests WWW, SMTP, NameServers, and NTP.
September 2010 figures for Europe and Asia are given.
This presentation relates the results of the IPv6 Matrix crawler 6 months after the world IPv6 Launch publicised on http://www.worldipv6launch.org/
While content providers in some countries clearly took advantage of this event to launch IPv6 service, others completely missed the buzz.
Check out http://www.ipv6matrix.org/ for more information.
Presentation made at the Internet and Democracy Conference in Kiev, Ukraine, 18 February 2011.
My talk focuses on:
- what is a multi-stakeholder governance process?
- what is the Internet model?
- what is ICANN?
- how is it structured?
- how is it multi-stakeholder bottom-up?
- Structure of GNSO
- Structure of At-Large
- The End-User principle (no filtering)
- The Internet is changing the world of business
- The Internet is changing the world
- The Internet economic weight on GDP
- how do you create a business climate which will take advantage of the Internet?
- Join multi-stakeholder governance processes at ICANN
- An Internet Kill Switch is a Kill Switch for your economy
This document provides an overview and results from the IPv6 Matrix Project, which tracks global IPv6 connectivity. It shows data on IPv6 penetration rates for infrastructure (DNS, web, email, NTP) and web servers alone in different regions from December 2012 to June 2013. Europe saw steady increases overall, with Estonia having the biggest growth. Slovakia and Portugal continued leading in dual-stack websites. Germany had the most dual-stack sites. Asia results showed Singapore and Hong Kong increasing slightly while others fluctuated.
Presentation made at Karunya University, Karunya Nagar, Coimbatore, India on 3 Feb 2012.
This presentation provides a summary of IPv6's main uses and main technical features.
It also includes a primer on how the Internet is changing the world - taking the music industry as an example.
Slide deck used in my presentation at the Second Ukrainian Internet Governance Forum in Kiev on 2nd September 2011.
This provides a good introduction about ICANN's bottom-up multi-stakeholder governance process, looking especially at the At-Large Advisory Committee (ALAC) process for bottom-up policy input.
Presentation at the Bharathi Dasan Institute of Management (BIM), Tiruchirappalli, 2 February 2012.
This slide deck provides a sense of the multi-stakeholder processes that have made the Internet what it is today. The presentation speaks of the support of the multi-stakeholder model, as well as user-centric Internet.
It also mentions that the Internet is a social catalyst to changing the world.
Shortly after this presentation, I was interviewed by the Hindu Newspaper for an article published on 3 February 2012.
Presentation given at the Internet Society's INET conference in London on 29 September 2010.
It contains real results of IPv6 compatible content obtained from a Crawler testing the domains of the 1 Million most popular Internet Web sites. Tests WWW, SMTP, NameServers, and NTP.
September 2010 figures for Europe and Asia are given.
Presentation distributed for World IPv6 Day, on 8 June 2011.
This contains results for IPv6 dual stack Web sites in April 2011 and compares them with results collected in September 2010.
The document summarizes an IPv6 readiness measurement BoF report from APNIC 46. It provides data on IPv6 allocation, BGP advertisement, service availability, and user availability in the Asia-Pacific region from December 2017 to August/September 2018. Key findings include an average 6.5% growth in IPv6 BGP advertisement, a 21.7% decline in IPv6 service availability, and a 34.6% growth in IPv6 user availability. Taiwan, Vietnam, Thailand and Malaysia saw particularly large growth rates in user availability. The session concluded with plans to rename future meetings to the IPv6 Deployment session.
ION Islamabad, 25 January 2017
By Pubudu Jayasinghe, APNIC & Aftab Siddiqui, Internet Society
Today, we can say that IPv6 is already happening all around the world. It’s interesting to see the main reasons that made it happen, how it’s happening, and to make the audience think about their deployment status and strategy. Statistics from different sources are showed, including data from RIPE NCC measurements.
IPv6 - delegations, deployment and trends, SANOG 29APNIC
Presented by Pubudu Jayasinghe, from APNIC Members Services team, at the 29th South Asian Network Operators Group meeting (SANOG29) held in Islamabad, Pakistan from 23 to 30 January 2017
Traffic Analyzer for GPRS UMTS Networks (TAN)Muhannad Aulama
The document describes a Traffic Analyzer for GPRS UMTS (TAN) network tool. TAN decodes charging data records to create a database for querying and analyzing network traffic and user behavior. It features a fast decoder, database interface, ready queries, query designer, chart viewer, and GUI. TAN provides traffic analysis like volume by hour, APN, cell, and other metrics. It helps uncover user behavior and identifies top users, busy cells, traffic types, and more.
The document discusses the history and future of Java. It provides timelines of Java releases and describes some of the major features of Java 8 and Java 9. It also shares survey results about which Java, Java EE and tools versions developers currently use most as well as their level of interest in upcoming Java features. The future of Java is depicted as focusing on modularity, HTTP/2, JSON, cloud optimization and ahead-of-time compilation.
IPv6 performance was analyzed by measuring connection reliability and speed between IPv6 and IPv4 connections. Connection reliability was found to be lower for IPv6, with a 1.8% failure rate for unicast IPv6 compared to 0.2% for IPv4. 6to4 connections had an even higher 9% failure rate. Speed measurements showed that for 65% of unicast connections, IPv6 response times were within 10 milliseconds of IPv4. However, IPv6 connectivity is still not as robust as IPv4, with work remaining to improve IPv6 connection reliability.
This presentation is the full original presentation of the IPv6Matrix project.
It contains details of the hardware used, as well as the type of data that's archived.
It also contains very useful instructions and tips on how to surf the IPv6Matrix Web site for more data.
The document describes the IPv6 Matrix Project, which tracks IPv6 connectivity worldwide. The project involves running an IPv6 crawler on servers in London to test IPv6 connectivity of popular websites and services. The crawler gathers data that is stored in files and integrated into a database on a web server. This allows the results to be viewed worldwide on the project website at http://www.ipv6matrix.org. The project aims to measure adoption of IPv6 as IP addresses run out.
The document provides an update on IPv6 deployment globally and in Southeast Asia. It summarizes that global IPv6 end-user readiness has increased 7.69% over the last 12 months to 16.94%. Specific countries and mobile networks in India, Thailand, Vietnam, and Malaysia are highlighted as having seen large increases in IPv6 capability, with some mobile networks over 200% growth. Performance tests show IPv6 can be as fast or faster than IPv4 in some situations. Industry trends of growing mobile usage and native IPv6 support in newer devices are positive drivers for further IPv6 adoption.
Slides from my Ignite (20 slides, auto-advancing every 15 secs) talk at WebPerfDays, Mountain View.
Not sure they will make sense standalone but talk was recorded and will be available at some point.
Would also like to work this up into a longer talk at some point.
APNIC Senior Internet Resource Analyst Zen Ng gives an update on the status of IPv6 in South East Asia at SGNOG 10, held in Singapore on 22 September 2023.
APNIC Internet Resource Analyst, Pubudu Jayasinghe, gives an update on IPv6 deployment in the region at bdNOG 11 in Cox's Bazar, Bangladesh, from 10 to 14 January 2020.
Making the case for the consideration of network topologies on the performance of UI technologies, and presenting some sample measurements across traditional SAP GUI, WebDynpro for ABAP, and the UI5-based Fiori apps.
IPv4 and IPv6 - addressing Internet infrastructureRIPE NCC
This document discusses IPv4 and IPv6 addressing and the Internet infrastructure. It provides an overview of RIPE and the RIPE NCC, which develops addressing policies and distributes IP addresses in Europe and the Middle East. The document outlines topics like IPv4 exhaustion, policies for obtaining the last chunks of IPv4 addresses, getting IPv6 addresses, and transitioning from IPv4 to IPv6. It includes statistics on the depletion of the IPv4 address pool and levels of IPv6 adoption. Challenges to IPv6 deployment are discussed along with World IPv6 Day and implications for Internet governance.
This document summarizes the results of measuring IPv6 performance by embedding scripts in online ads. IPv6 connections were found to be about as fast as IPv4 connections, with IPv6 being faster around half the time and within 10ms of IPv4 for most connections. However, IPv6 connections were also found to be less reliable, with an average failure rate of 1.5% compared to 0.2% for IPv4. While speeds are generally comparable once established, the higher failure rate of IPv6 connections means IPv4 still has an advantage in reliability of initial connections.
The following document contains a personal interpretation by the author of the events that led
to and took place at the World Conference on International Telecommunications (“WCIT”) in
Dubai, United Arab Emirates in December 2012. All views expressed in this document are
my own, although I admit that they have been biased by years of belief in multistakeholderism.
The reader is therefore encouraged to read accounts from other independent
sources to reduce bias.
There are two parts to this document. The first part provides a recollection of the events at
WCIT. The Second part provides suggestions for avenues that the Internet community and the
ICANN At-Large Advisory Committee in particular should explore with ICANN’s support to
take proactive steps to promote the Multi-Stakeholder Internet Governance Model and
improve its reach to the edges. The suggestions stem from deep needs that were made
apparent during WCIT – including but not limited to outreach, education, capacity building
and proactive engagement.
Présentation des derniers résultats de la tortue IPv6. Cette version est en Français. Les résultats sont les mêmes que ceux présentés lors du Webinar IPv6 ISOC du 6 Juin 2012, du même auteur.
Date des résultats - 4 Juin 2012, c'est à dire 2 jours avant le "World IPv6 Launch".
Cette présentation a été faite lors du colloque de Déploiement IPv6 en Tunisie, le 19 Juin 2012. Ce colloque a été mis en place par la Fédération Méditerranéenne des Associations d'Internet (FMAI).
http://www.fmai.org/
Presentation distributed for World IPv6 Day, on 8 June 2011.
This contains results for IPv6 dual stack Web sites in April 2011 and compares them with results collected in September 2010.
The document summarizes an IPv6 readiness measurement BoF report from APNIC 46. It provides data on IPv6 allocation, BGP advertisement, service availability, and user availability in the Asia-Pacific region from December 2017 to August/September 2018. Key findings include an average 6.5% growth in IPv6 BGP advertisement, a 21.7% decline in IPv6 service availability, and a 34.6% growth in IPv6 user availability. Taiwan, Vietnam, Thailand and Malaysia saw particularly large growth rates in user availability. The session concluded with plans to rename future meetings to the IPv6 Deployment session.
ION Islamabad, 25 January 2017
By Pubudu Jayasinghe, APNIC & Aftab Siddiqui, Internet Society
Today, we can say that IPv6 is already happening all around the world. It’s interesting to see the main reasons that made it happen, how it’s happening, and to make the audience think about their deployment status and strategy. Statistics from different sources are showed, including data from RIPE NCC measurements.
IPv6 - delegations, deployment and trends, SANOG 29APNIC
Presented by Pubudu Jayasinghe, from APNIC Members Services team, at the 29th South Asian Network Operators Group meeting (SANOG29) held in Islamabad, Pakistan from 23 to 30 January 2017
Traffic Analyzer for GPRS UMTS Networks (TAN)Muhannad Aulama
The document describes a Traffic Analyzer for GPRS UMTS (TAN) network tool. TAN decodes charging data records to create a database for querying and analyzing network traffic and user behavior. It features a fast decoder, database interface, ready queries, query designer, chart viewer, and GUI. TAN provides traffic analysis like volume by hour, APN, cell, and other metrics. It helps uncover user behavior and identifies top users, busy cells, traffic types, and more.
The document discusses the history and future of Java. It provides timelines of Java releases and describes some of the major features of Java 8 and Java 9. It also shares survey results about which Java, Java EE and tools versions developers currently use most as well as their level of interest in upcoming Java features. The future of Java is depicted as focusing on modularity, HTTP/2, JSON, cloud optimization and ahead-of-time compilation.
IPv6 performance was analyzed by measuring connection reliability and speed between IPv6 and IPv4 connections. Connection reliability was found to be lower for IPv6, with a 1.8% failure rate for unicast IPv6 compared to 0.2% for IPv4. 6to4 connections had an even higher 9% failure rate. Speed measurements showed that for 65% of unicast connections, IPv6 response times were within 10 milliseconds of IPv4. However, IPv6 connectivity is still not as robust as IPv4, with work remaining to improve IPv6 connection reliability.
This presentation is the full original presentation of the IPv6Matrix project.
It contains details of the hardware used, as well as the type of data that's archived.
It also contains very useful instructions and tips on how to surf the IPv6Matrix Web site for more data.
The document describes the IPv6 Matrix Project, which tracks IPv6 connectivity worldwide. The project involves running an IPv6 crawler on servers in London to test IPv6 connectivity of popular websites and services. The crawler gathers data that is stored in files and integrated into a database on a web server. This allows the results to be viewed worldwide on the project website at http://www.ipv6matrix.org. The project aims to measure adoption of IPv6 as IP addresses run out.
The document provides an update on IPv6 deployment globally and in Southeast Asia. It summarizes that global IPv6 end-user readiness has increased 7.69% over the last 12 months to 16.94%. Specific countries and mobile networks in India, Thailand, Vietnam, and Malaysia are highlighted as having seen large increases in IPv6 capability, with some mobile networks over 200% growth. Performance tests show IPv6 can be as fast or faster than IPv4 in some situations. Industry trends of growing mobile usage and native IPv6 support in newer devices are positive drivers for further IPv6 adoption.
Slides from my Ignite (20 slides, auto-advancing every 15 secs) talk at WebPerfDays, Mountain View.
Not sure they will make sense standalone but talk was recorded and will be available at some point.
Would also like to work this up into a longer talk at some point.
APNIC Senior Internet Resource Analyst Zen Ng gives an update on the status of IPv6 in South East Asia at SGNOG 10, held in Singapore on 22 September 2023.
APNIC Internet Resource Analyst, Pubudu Jayasinghe, gives an update on IPv6 deployment in the region at bdNOG 11 in Cox's Bazar, Bangladesh, from 10 to 14 January 2020.
Making the case for the consideration of network topologies on the performance of UI technologies, and presenting some sample measurements across traditional SAP GUI, WebDynpro for ABAP, and the UI5-based Fiori apps.
IPv4 and IPv6 - addressing Internet infrastructureRIPE NCC
This document discusses IPv4 and IPv6 addressing and the Internet infrastructure. It provides an overview of RIPE and the RIPE NCC, which develops addressing policies and distributes IP addresses in Europe and the Middle East. The document outlines topics like IPv4 exhaustion, policies for obtaining the last chunks of IPv4 addresses, getting IPv6 addresses, and transitioning from IPv4 to IPv6. It includes statistics on the depletion of the IPv4 address pool and levels of IPv6 adoption. Challenges to IPv6 deployment are discussed along with World IPv6 Day and implications for Internet governance.
This document summarizes the results of measuring IPv6 performance by embedding scripts in online ads. IPv6 connections were found to be about as fast as IPv4 connections, with IPv6 being faster around half the time and within 10ms of IPv4 for most connections. However, IPv6 connections were also found to be less reliable, with an average failure rate of 1.5% compared to 0.2% for IPv4. While speeds are generally comparable once established, the higher failure rate of IPv6 connections means IPv4 still has an advantage in reliability of initial connections.
Similar to IPv6 Matrix Presentation - August 2012 (20)
The following document contains a personal interpretation by the author of the events that led
to and took place at the World Conference on International Telecommunications (“WCIT”) in
Dubai, United Arab Emirates in December 2012. All views expressed in this document are
my own, although I admit that they have been biased by years of belief in multistakeholderism.
The reader is therefore encouraged to read accounts from other independent
sources to reduce bias.
There are two parts to this document. The first part provides a recollection of the events at
WCIT. The Second part provides suggestions for avenues that the Internet community and the
ICANN At-Large Advisory Committee in particular should explore with ICANN’s support to
take proactive steps to promote the Multi-Stakeholder Internet Governance Model and
improve its reach to the edges. The suggestions stem from deep needs that were made
apparent during WCIT – including but not limited to outreach, education, capacity building
and proactive engagement.
Présentation des derniers résultats de la tortue IPv6. Cette version est en Français. Les résultats sont les mêmes que ceux présentés lors du Webinar IPv6 ISOC du 6 Juin 2012, du même auteur.
Date des résultats - 4 Juin 2012, c'est à dire 2 jours avant le "World IPv6 Launch".
Cette présentation a été faite lors du colloque de Déploiement IPv6 en Tunisie, le 19 Juin 2012. Ce colloque a été mis en place par la Fédération Méditerranéenne des Associations d'Internet (FMAI).
http://www.fmai.org/
Short presentation made at attempting to demonstrate the fast growth of the Internet.
Includes pictures of early ArpaNet diagrams, reproduced without permission but found openly on the Internet.
Most of the other material (host files as well as screen captures of early browser activity) is mine.
This presentation looks at many of the main features of IPv6 and how IPv6 differs with IPv4. It is a good starter for people not knowing about IPv6 and was presented at ICCA 2012 in Pondicherry, India on 31st January 2012.
Many thanks to Dr. Alaa Al Din Al Radhi for many of the visuals used in this slide deck.
This document describes the IPv6 Matrix Project, which tracks IPv6 connectivity worldwide. It crawls major websites and tests their DNS, web servers, email, and NTP servers for IPv6 support. This data is stored and analyzed to determine penetration rates for IPv6 infrastructure and content over time. Maps and data on European IPv6 adoption rates are presented as examples. The goal is to promote IPv6 adoption by providing transparency into connectivity and identifying areas still relying primarily on IPv4.
April 2011 Update of the IPv6 Matrix Project results, specifically focused on the situation in Europe.
This presentation was given at the EuroDIG Conference in Belgrade, Serbia, on Tuesday 31 May 2011. It contains a comparison of results from September 2010 to April 2011.
Full version of IPv6 Matrix project presentation, in French, as given at INET Tunis.
Includes a section focusing on the last IPv4 address blocks available, and another section on African IPv6 connectivity - with a parallel to the spread on Internet in Africa between 1994-1997, thanks to my archives on International Connectivity.
La version intégrale de la présentation du projet IPv6 Matrix, en français, comme présentée au congrès INET Tunis.
Comprend une section consacrée au dernier blocs d'adresses IPv4 disponibles, et une autre section sur la connectivité IPv6 en Afrique - avec un parallèle de propagation Internet en Afrique entre 1994-1997, grâce à mes archives sur la connectivité internationale.
This is a copy of a presentation I gave at IGF Ukraine in Kiev on 4 September 2010.
It provides a few leads to participants on where we're heading as far as the Future of the Internet is concerned.
This is a presentation containing slides which I borrowed from several other presentations, and which I found very useful in explaining how ISOC and ICANN work.
I gave this talk at IGF Ukraine in Kiev, on 4 September 2010, speaking on my own behalf, and making sure it is understood that ICANN and ISOC are two organisations I am a member of, in the same way someone is a member of a tennis club and a football club.
This long paper started out as a small experiment which was supposed to last an afternoon - a play-around with softwares NetDraw and yEd.
It ended up being a huge paper - too long to publish in a printed publication.
Results are not that significant, in that in the IETF (Internet Engineering Task Force) community, it appears that people really mingle a lot with each other, but the matter of interest is to discover the power of the analysis which can be performed using the software used.
I really believe that Social Network Analysis using Netdraw, yEd, and other SNA and visualisation software, should be mandatory for any bottom-up organisation. I also think that corporations and organisations would really benefit from:
1. having their internal social networks analysis in the same manner.
2. using this type of analysis on their external professional social networks
This pinpoints who are the movers and shakers in the organization. This also pinpoints areas/departments where information flow might not be optimal, thus having a lesser contribution to the organization as a whole.
Feedback/discussion very welcome.
A staged approach to rolling out IPv6/IPv4 dual stack is proposed, starting with easier services like DNS and email that are already IPv6 compatible, and testing the dual stack backbone. This allows costs to be spread out over time while gaining experience with IPv6. The suggested approach aims to make the transition to IPv6 seamless if started immediately.
Discover top-tier mobile app development services, offering innovative solutions for iOS and Android. Enhance your business with custom, user-friendly mobile applications.
The Microsoft 365 Migration Tutorial For Beginner.pptxoperationspcvita
This presentation will help you understand the power of Microsoft 365. However, we have mentioned every productivity app included in Office 365. Additionally, we have suggested the migration situation related to Office 365 and how we can help you.
You can also read: https://www.systoolsgroup.com/updates/office-365-tenant-to-tenant-migration-step-by-step-complete-guide/
5th LF Energy Power Grid Model Meet-up SlidesDanBrown980551
5th Power Grid Model Meet-up
It is with great pleasure that we extend to you an invitation to the 5th Power Grid Model Meet-up, scheduled for 6th June 2024. This event will adopt a hybrid format, allowing participants to join us either through an online Mircosoft Teams session or in person at TU/e located at Den Dolech 2, Eindhoven, Netherlands. The meet-up will be hosted by Eindhoven University of Technology (TU/e), a research university specializing in engineering science & technology.
Power Grid Model
The global energy transition is placing new and unprecedented demands on Distribution System Operators (DSOs). Alongside upgrades to grid capacity, processes such as digitization, capacity optimization, and congestion management are becoming vital for delivering reliable services.
Power Grid Model is an open source project from Linux Foundation Energy and provides a calculation engine that is increasingly essential for DSOs. It offers a standards-based foundation enabling real-time power systems analysis, simulations of electrical power grids, and sophisticated what-if analysis. In addition, it enables in-depth studies and analysis of the electrical power grid’s behavior and performance. This comprehensive model incorporates essential factors such as power generation capacity, electrical losses, voltage levels, power flows, and system stability.
Power Grid Model is currently being applied in a wide variety of use cases, including grid planning, expansion, reliability, and congestion studies. It can also help in analyzing the impact of renewable energy integration, assessing the effects of disturbances or faults, and developing strategies for grid control and optimization.
What to expect
For the upcoming meetup we are organizing, we have an exciting lineup of activities planned:
-Insightful presentations covering two practical applications of the Power Grid Model.
-An update on the latest advancements in Power Grid -Model technology during the first and second quarters of 2024.
-An interactive brainstorming session to discuss and propose new feature requests.
-An opportunity to connect with fellow Power Grid Model enthusiasts and users.
Conversational agents, or chatbots, are increasingly used to access all sorts of services using natural language. While open-domain chatbots - like ChatGPT - can converse on any topic, task-oriented chatbots - the focus of this paper - are designed for specific tasks, like booking a flight, obtaining customer support, or setting an appointment. Like any other software, task-oriented chatbots need to be properly tested, usually by defining and executing test scenarios (i.e., sequences of user-chatbot interactions). However, there is currently a lack of methods to quantify the completeness and strength of such test scenarios, which can lead to low-quality tests, and hence to buggy chatbots.
To fill this gap, we propose adapting mutation testing (MuT) for task-oriented chatbots. To this end, we introduce a set of mutation operators that emulate faults in chatbot designs, an architecture that enables MuT on chatbots built using heterogeneous technologies, and a practical realisation as an Eclipse plugin. Moreover, we evaluate the applicability, effectiveness and efficiency of our approach on open-source chatbots, with promising results.
zkStudyClub - LatticeFold: A Lattice-based Folding Scheme and its Application...Alex Pruden
Folding is a recent technique for building efficient recursive SNARKs. Several elegant folding protocols have been proposed, such as Nova, Supernova, Hypernova, Protostar, and others. However, all of them rely on an additively homomorphic commitment scheme based on discrete log, and are therefore not post-quantum secure. In this work we present LatticeFold, the first lattice-based folding protocol based on the Module SIS problem. This folding protocol naturally leads to an efficient recursive lattice-based SNARK and an efficient PCD scheme. LatticeFold supports folding low-degree relations, such as R1CS, as well as high-degree relations, such as CCS. The key challenge is to construct a secure folding protocol that works with the Ajtai commitment scheme. The difficulty, is ensuring that extracted witnesses are low norm through many rounds of folding. We present a novel technique using the sumcheck protocol to ensure that extracted witnesses are always low norm no matter how many rounds of folding are used. Our evaluation of the final proof system suggests that it is as performant as Hypernova, while providing post-quantum security.
Paper Link: https://eprint.iacr.org/2024/257
Driving Business Innovation: Latest Generative AI Advancements & Success StorySafe Software
Are you ready to revolutionize how you handle data? Join us for a webinar where we’ll bring you up to speed with the latest advancements in Generative AI technology and discover how leveraging FME with tools from giants like Google Gemini, Amazon, and Microsoft OpenAI can supercharge your workflow efficiency.
During the hour, we’ll take you through:
Guest Speaker Segment with Hannah Barrington: Dive into the world of dynamic real estate marketing with Hannah, the Marketing Manager at Workspace Group. Hear firsthand how their team generates engaging descriptions for thousands of office units by integrating diverse data sources—from PDF floorplans to web pages—using FME transformers, like OpenAIVisionConnector and AnthropicVisionConnector. This use case will show you how GenAI can streamline content creation for marketing across the board.
Ollama Use Case: Learn how Scenario Specialist Dmitri Bagh has utilized Ollama within FME to input data, create custom models, and enhance security protocols. This segment will include demos to illustrate the full capabilities of FME in AI-driven processes.
Custom AI Models: Discover how to leverage FME to build personalized AI models using your data. Whether it’s populating a model with local data for added security or integrating public AI tools, find out how FME facilitates a versatile and secure approach to AI.
We’ll wrap up with a live Q&A session where you can engage with our experts on your specific use cases, and learn more about optimizing your data workflows with AI.
This webinar is ideal for professionals seeking to harness the power of AI within their data management systems while ensuring high levels of customization and security. Whether you're a novice or an expert, gain actionable insights and strategies to elevate your data processes. Join us to see how FME and AI can revolutionize how you work with data!
For the full video of this presentation, please visit: https://www.edge-ai-vision.com/2024/06/how-axelera-ai-uses-digital-compute-in-memory-to-deliver-fast-and-energy-efficient-computer-vision-a-presentation-from-axelera-ai/
Bram Verhoef, Head of Machine Learning at Axelera AI, presents the “How Axelera AI Uses Digital Compute-in-memory to Deliver Fast and Energy-efficient Computer Vision” tutorial at the May 2024 Embedded Vision Summit.
As artificial intelligence inference transitions from cloud environments to edge locations, computer vision applications achieve heightened responsiveness, reliability and privacy. This migration, however, introduces the challenge of operating within the stringent confines of resource constraints typical at the edge, including small form factors, low energy budgets and diminished memory and computational capacities. Axelera AI addresses these challenges through an innovative approach of performing digital computations within memory itself. This technique facilitates the realization of high-performance, energy-efficient and cost-effective computer vision capabilities at the thin and thick edge, extending the frontier of what is achievable with current technologies.
In this presentation, Verhoef unveils his company’s pioneering chip technology and demonstrates its capacity to deliver exceptional frames-per-second performance across a range of standard computer vision networks typical of applications in security, surveillance and the industrial sector. This shows that advanced computer vision can be accessible and efficient, even at the very edge of our technological ecosystem.
Your One-Stop Shop for Python Success: Top 10 US Python Development Providersakankshawande
Simplify your search for a reliable Python development partner! This list presents the top 10 trusted US providers offering comprehensive Python development services, ensuring your project's success from conception to completion.
HCL Notes and Domino License Cost Reduction in the World of DLAUpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-notes-and-domino-license-cost-reduction-in-the-world-of-dlau/
The introduction of DLAU and the CCB & CCX licensing model caused quite a stir in the HCL community. As a Notes and Domino customer, you may have faced challenges with unexpected user counts and license costs. You probably have questions on how this new licensing approach works and how to benefit from it. Most importantly, you likely have budget constraints and want to save money where possible. Don’t worry, we can help with all of this!
We’ll show you how to fix common misconfigurations that cause higher-than-expected user counts, and how to identify accounts which you can deactivate to save money. There are also frequent patterns that can cause unnecessary cost, like using a person document instead of a mail-in for shared mailboxes. We’ll provide examples and solutions for those as well. And naturally we’ll explain the new licensing model.
Join HCL Ambassador Marc Thomas in this webinar with a special guest appearance from Franz Walder. It will give you the tools and know-how to stay on top of what is going on with Domino licensing. You will be able lower your cost through an optimized configuration and keep it low going forward.
These topics will be covered
- Reducing license cost by finding and fixing misconfigurations and superfluous accounts
- How do CCB and CCX licenses really work?
- Understanding the DLAU tool and how to best utilize it
- Tips for common problem areas, like team mailboxes, functional/test users, etc
- Practical examples and best practices to implement right away
Monitoring and Managing Anomaly Detection on OpenShift.pdfTosin Akinosho
Monitoring and Managing Anomaly Detection on OpenShift
Overview
Dive into the world of anomaly detection on edge devices with our comprehensive hands-on tutorial. This SlideShare presentation will guide you through the entire process, from data collection and model training to edge deployment and real-time monitoring. Perfect for those looking to implement robust anomaly detection systems on resource-constrained IoT/edge devices.
Key Topics Covered
1. Introduction to Anomaly Detection
- Understand the fundamentals of anomaly detection and its importance in identifying unusual behavior or failures in systems.
2. Understanding Edge (IoT)
- Learn about edge computing and IoT, and how they enable real-time data processing and decision-making at the source.
3. What is ArgoCD?
- Discover ArgoCD, a declarative, GitOps continuous delivery tool for Kubernetes, and its role in deploying applications on edge devices.
4. Deployment Using ArgoCD for Edge Devices
- Step-by-step guide on deploying anomaly detection models on edge devices using ArgoCD.
5. Introduction to Apache Kafka and S3
- Explore Apache Kafka for real-time data streaming and Amazon S3 for scalable storage solutions.
6. Viewing Kafka Messages in the Data Lake
- Learn how to view and analyze Kafka messages stored in a data lake for better insights.
7. What is Prometheus?
- Get to know Prometheus, an open-source monitoring and alerting toolkit, and its application in monitoring edge devices.
8. Monitoring Application Metrics with Prometheus
- Detailed instructions on setting up Prometheus to monitor the performance and health of your anomaly detection system.
9. What is Camel K?
- Introduction to Camel K, a lightweight integration framework built on Apache Camel, designed for Kubernetes.
10. Configuring Camel K Integrations for Data Pipelines
- Learn how to configure Camel K for seamless data pipeline integrations in your anomaly detection workflow.
11. What is a Jupyter Notebook?
- Overview of Jupyter Notebooks, an open-source web application for creating and sharing documents with live code, equations, visualizations, and narrative text.
12. Jupyter Notebooks with Code Examples
- Hands-on examples and code snippets in Jupyter Notebooks to help you implement and test anomaly detection models.
Generating privacy-protected synthetic data using Secludy and MilvusZilliz
During this demo, the founders of Secludy will demonstrate how their system utilizes Milvus to store and manipulate embeddings for generating privacy-protected synthetic data. Their approach not only maintains the confidentiality of the original data but also enhances the utility and scalability of LLMs under privacy constraints. Attendees, including machine learning engineers, data scientists, and data managers, will witness first-hand how Secludy's integration with Milvus empowers organizations to harness the power of LLMs securely and efficiently.
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-EfficiencyScyllaDB
Freshworks creates AI-boosted business software that helps employees work more efficiently and effectively. Managing data across multiple RDBMS and NoSQL databases was already a challenge at their current scale. To prepare for 10X growth, they knew it was time to rethink their database strategy. Learn how they architected a solution that would simplify scaling while keeping costs under control.
Nordic Marketo Engage User Group_June 13_ 2024.pptx
IPv6 Matrix Presentation - August 2012
1. IPv6 Matrix Project
Tracking IPv6 connectivity Worldwide
http://www.ipv6matrix.org
Dr. Olivier MJ Crépin-Leblond – ocl@gih.com
August 2012 Update / 1 month after World IPv6 Launch
Page 1 IPv6 Matrix Project - http://www.ipv6matrix.org
2. We are running out of IP addresses
http://www.potaroo.net/tools/ipv4/index.html
When we reach this point, it will be too late since
there will be no more “free” IPv4 addresses!
Real time data collected September 2011
Page 2 IPv6 Matrix Project - http://www.ipv6matrix.org
3. World IPv6 Launch
Major Internet service providers
(ISPs), home networking
equipment manufacturers, and
web companies around the world
are coming together to
permanently enable IPv6 for their
products and services.
http://www.worldipv6launch.org
HAS THIS “WORKED”?
Page 3 IPv6 Matrix Project - http://www.ipv6matrix.org
4. IPv6 Matrix Project
ISOC England was awarded a Community
Grants Programme award in November
2009
Design and implementation of an “IPv6
Crawler,” software on a computer that
crawls through the DNS at regular intervals
in order to detect and test:
IPv6 DNS servers
IPv6 compliant Web servers
IPv6 compliant SMTP mailers
IPv6 compliant NTP servers.
Page 4 IPv6 Matrix Project - http://www.ipv6matrix.org
5. Project Rationale
Today, more than 95% of Internet traffic is generated
by a small number of data sources – i.e. the world’s
busiest Web Sites
Without IPv6 accessible content, IPv6 has no chance
of being used - ever.
Take the 1 Million most popular Web site list from
alexa.com as a starting point for the domains to be
tested. Add more domains later.
Test them for IPv6 connectivity
This is equivalent to testing about 6.3 million hosts
worldwide
Use GeoIP database to estimate real host location
Page 5 IPv6 Matrix Project - http://www.ipv6matrix.org
6. What are we tracking?
Host IPv6 penetration
Using IPv4 Geo-location coordinates
Includes generic TLD (gTLDs, .com, .net, .org) and
country code ccTLDs
Two types of information:
Infrastructure: DNS + Web + E-mail + Time server
(NTP)
This tracks all of the infrastructure required to run
IPv6 Web services
Web sites only (actual content)
This tracks the Web services themselves. Usually this
percentage is lower than the figure for the
infrastructure
Page 6 IPv6 Matrix Project - http://www.ipv6matrix.org
7. What are we archiving?
Everything that we are tracking on the previous page,
plus:
Testing of connectivity to the above services in case
IPv6 addresses are advertised but no service runs on
them
Tracing of route from London Docklands to each one
of these hosts both using IPv4 and IPv6 – and
archiving all of this information in text format
A lot more data, accessible from the Web site archive
In August, the size of this database in text format is
approx 160Gb and continually increasing (the testing
software runs 24/7)
Page 7 IPv6 Matrix Project - http://www.ipv6matrix.org
8. Results
August 2012
1 month after IPv6 Launch Day
Page 8 IPv6 Matrix Project - http://www.ipv6matrix.org
13. Europe Trends
Luxembourg, Norway and Germany see a
significant rise in infrastructure
Likely to be caused by a main hosting
provider, installing dual-stack Name-servers
Slovakia & Portugal still leading with dual-
stack Web sites
Czech Republic has highest growth in dual-
stack Web sites
Country with largest number of dual stack
Web sites in Europe: Germany
Page 13 IPv6 Matrix Project - http://www.ipv6matrix.org
14. Asia Data snapshot
IPv6 Host Penetration 6.96%
7.42%
22.42%
Infrastructure 25.14%
- DNS or
- Web or
- E-mail or 0.22% 2.02%
0.47% 0.23% 2.07%
- NTP 0.48%
3.70% 0.22%
4.26% 0.90% 0.22%
0.89% 2.66%
2.51% 2.69% HK: 2.49%
2.67% HK: 2.53%
Low Sample 0.00% 3.81%
0.95% 3.72%
Low accuracy
0.63% 12.79%
1.89% 0.64% 13.30%
1.86% 3.12% 26.32%
4 June 2012 3.12% 7.74% 26.32%
8.24%
0.27% 4.57% 0.47%
0.51% 4.66% 0.58% 3.84%
August 2012 3.96%
4.32%
4.34%
SG: 24.52%
SG: 23.75%
Page 14 IPv6 Matrix Project - http://www.ipv6matrix.org
16. Previous Country DNS+WEB+E-mail+NTP % change
Order 4 June 2012 August 2012
1 Fiji (*) 26.32% 26.32% 0.00%
3 Armenia (*) 22.42% 25.14% 2.72%
2 Singapore 24.52% 23.75% -0.77%
4 Sri Lanka (*) 12.79% 13.30% 0.51%
5 Indonesia 7.74% 8.24% 0.50%
6 Russia 6.96% 7.42% 0.46%
7 Malaysia 4.57% 4.66% 0.09%
8 New Zealand 4.32% 4.34% 0.02%
11 Saudi Arabia (*) 3.70% 4.26% 0.56%
9 Australia 3.84% 3.96% 0.12%
IPv6 Host Penetration 10 Philippines (*) 3.81% 3.72% -0.09%
12 Oman (*) 3.12% 3.12% 0.00%
13 Taiwan 2.66% 2.69% 0.03%
14 Thailand 2.51% 2.67% 0.16%
Infrastructure 15 Hong Kong 2.49% 2.53% 0.04%
- DNS or 16 Japan 2.02% 2.07% 0.05%
- Web or 17 Qatar (*) 1.89% 1.86% -0.03%
25 Kuwait (*) 0.00% 0.95% 0.95%
- E-mail or 18 India 0.90% 0.89% -0.01%
- NTP 19 United Arab Emirates (*) 0.63% 0.64% 0.01%
21 Vietnam (*) 0.47% 0.58% 0.11%
22 Pakistan 0.27% 0.51% 0.24%
(*) Low Sample 20 Iran 0.47% 0.48% 0.01%
Low accuracy 24 China 0.22% 0.23% 0.01%
23 South Korea 0.22% 0.22% 0.00%
Page 16 IPv6 Matrix Project - http://www.ipv6matrix.org
17. Previous Country WEB % change
Order 4 June 2012 August 2012
1 Fiji (*) 50.00% 50.00% 0.00%
2 Sri Lanka (*) 11.85% 13.43% 1.58%
3 Armenia (*) 5.95% 5.81% -0.14%
4 Philippines (*) 4.56% 5.58% 1.02%
7 Saudi Arabia (*) 3.06% 4.39% 1.33%
5 Qatar (*) 3.45% 3.45% 0.00%
6 Oman (*) 3.12% 3.12% 0.00%
8 Taiwan 1.59% 1.67% 0.08%
10 Indonesia 1.40% 1.67% 0.27%
IPv6 Host Penetration 9 Malaysia 1.55% 1.64% 0.09%
11 Russia 1.22% 1.26% 0.04%
13 Singapore 0.90% 1.26% 0.36%
12 Australia 0.98% 1.09% 0.11%
14 New Zealand 0.89% 1.00% 0.11%
Web only 16 Thailand 0.69% 0.82% 0.13%
15 Hong Kong 0.77% 0.76% -0.01%
17 United Arab Emirates (*) 0.64% 0.67% 0.03%
19 India 0.40% 0.52% 0.12%
21 Pakistan 0.27% 0.45% 0.18%
(*) Low Sample
18 Iran 0.40% 0.41% 0.01%
Low accuracy 20 Japan 0.29% 0.32% 0.03%
24 Vietnam (*) 0.07% 0.24% 0.17%
22 China 0.18% 0.19% 0.01%
23 South Korea 0.08% 0.11% 0.03%
25 Kuwait (*) 0.00% 0.00% 0.00%
Page 17 IPv6 Matrix Project - http://www.ipv6matrix.org
18. Asia Trends
Singapore still leading by far in
infrastructure but trailing in dual-stack Web
Site content
Armenia growth in infrastructure
China results abnormally very low – content
not dual stacked or IPv6 behind firewall?
India also low both in infrastructure and
most popular Web sites with dual stack
Less reliability of results due to smaller
sample size in many countries of the region
Page 18 IPv6 Matrix Project - http://www.ipv6matrix.org
19. Africa Data snapshot
IPv6 Host Penetration 43.01%
42.93%
Infrastructure
- DNS or
- Web or
- E-mail or
- NTP
9.38%
10.00% 7.17%
7.37%
Low Sample
9.43%
Low accuracy 10.42%
4 June 2012
August 2012
1.01%
3.98%
Page 19 IPv6 Matrix Project - http://www.ipv6matrix.org
20. Africa Data snapshot
IPv6 Host Penetration 0.00%
0.00%
Web only
0.00%
0.00% 2.56%
4.88%
Low Sample
14.29%
Low accuracy 16.67%
4 June 2012
August 2012
0.46%
0.51%
Page 20 IPv6 Matrix Project - http://www.ipv6matrix.org
21. Country DNS+WEB+E-mail+NTP % change
4 June 2012 August 2012
IPv6 Host Penetration
1 Tunisia (*) 43.01% 42.93% -0.08%
2 Tanzania (*) 9.43% 10.42% 0.99%
3 Senegal (*) 9.38% 10.00% 0.62%
Infrastructure 4 Kenya (*) 7.17% 7.37% 0.20%
- DNS or 5 South Africa 1.01% 3.98% 2.97%
- Web or 6 Algeria 0.96% 0.00% -0.96%
- E-mail or
- NTP The small number of hosts tested make the results
for most of Africa appear higher than they really are
(*) Low Sample
Low accuracy
Page 21 IPv6 Matrix Project - http://www.ipv6matrix.org
22. Country WEB % change
4 June 2012 August 2012
1 Tanzania (*) 14.29% 16.67% 2.38%
IPv6 Host Penetration
2 Kenya (*) 2.56% 4.88% 2.32%
3 Algeria 1.28% 0.00% -1.28%
4 South Africa 0.46% 0.51% 0.05%
5 Senegal (*) 0.00% 0.00% 0.00%
Web only 6 Tunisia (*) 0.00% 0.00% 0.00%
(*) Low Sample The small number of hosts tested make the results
Low accuracy for most of Africa appear higher than they really are
Page 22 IPv6 Matrix Project - http://www.ipv6matrix.org
23. Africa Trends
Many countries now have IPv6
capability, some through tunnels
South Africa has fastest growth in
infrastructure in this period
Dual Stack Islands starting to appear
Can be compared with the growth of
Internet connectivity in the nineties
Page 23 IPv6 Matrix Project - http://www.ipv6matrix.org
24. Compare Historical data on
African Internet Connectivity
June 1994 May 1997
Source: Internetology - http://www.nsrc.org/codes/bymap/ntlgy/ntlgy.htm
Page 24 IPv6 Matrix Project - http://www.ipv6matrix.org
25. North/South America
3.30%
4.64%
IPv6 Host Penetration
Infrastructure 6.17% 3.57%
11.46% 3.53%
- DNS or PR: 6.67%
PR: 9.09%
- Web or 0.80% 4.35%
- E-mail or 0.86% 4.60%
- NTP
1.09%
1.40%
Low Sample 1.14% 5.89%
1.17% 5.92%
Low accuracy
4.44%
4.09%
4 June 2012 0.72%
1.60%
3.42% 5.36%
August 2012 3.48% 0.49% 5.63%
0.89%
0.56%
5.95%
Page 25 IPv6 Matrix Project - http://www.ipv6matrix.org
27. Previous Country DNS+WEB+E-mail+NTP % change
Order 4 June 2012 August 2012
2 United States 6.17% 11.46% 5.29%
1 Puerto Rico (*) 6.67% 9.09% 2.42%
14 Chile 0.56% 5.95% 5.39%
3 Brasil 5.89% 5.92% 0.03%
4 Uruguay (*) 5.36% 5.63% 0.27%
9 Canada 3.30% 4.64% 1.34%
IPv6 Host Penetration 6 Venezuela (*) 4.35% 4.60% 0.25%
5 Ecuador (*) 4.44% 4.09% -0.35%
7 Cuba (*) 3.57% 3.53% -0.04%
Infrastructure 8 Peru (*) 3.42% 3.48% 0.06%
- DNS or 13 Colombia (*) 0.72% 1.60% 0.88%
11 Costa Rica 1.09% 1.40% 0.31%
- Web or
10 Panama (*) 1.14% 1.17% 0.03%
- E-mail or 15 Argentina 0.49% 0.89% 0.40%
- NTP 12 Mexico 0.80% 0.86% 0.06%
16 Guatemala (*) 0.00% 0.00% 0.00%
(*) Low Sample
Low accuracy For (*) the small number of hosts tested make the results
in many countries appear higher than they really are
Page 27 IPv6 Matrix Project - http://www.ipv6matrix.org
28. Previous Country WEB % change
Order 4 June 2012 August 2012
14 United States 0.20% 11.79% 11.59%
1 Ecuador (*) 8.75% 8.00% -0.75%
2 Puerto Rico (*) 6.67% 7.14% 0.47%
3 Uruguay (*) 2.73% 4.63% 1.90%
4 Peru (*) 2.71% 2.78% 0.07%
5 Brasil 2.66% 2.64% -0.02%
IPv6 Host Penetration 6 Venezuela (*) 1.83% 2.50% 0.67%
7 Costa Rica 1.45% 1.51% 0.06%
8 Mexico 1.03% 1.13% 0.10%
Web only 9 Colombia (*) 0.95% 0.95% 0.00%
11 Panama (*) 0.58% 0.59% 0.01%
10 Canada 0.61% 0.58% -0.03%
12 Chile 0.56% 0.56% 0.00%
13 Argentina 0.35% 0.51% 0.16%
(*) Low Sample
15 Guatemala (*) 0.00% 0.00% 0.00%
Low accuracy
16 Cuba (*) 0.00% 0.00% 0.00%
For (*) the small number of hosts tested make the results
in many countries appear higher than they really are
Page 28 IPv6 Matrix Project - http://www.ipv6matrix.org
29. America Trends
USA has a significant jump in growth both in
infrastructure and also in dual-stack Web
sites. This appears to be directly related to
the World IPv6 Launch
Chile shows significant growth in
infrastructure
Canada trailing in dual-stack Web sites
Elsewhere, data based on low number of
Web sites, needs to be taken in moderation
(the restricted number of hosting providers
can make figures jump several percentage
points)
Page 29 IPv6 Matrix Project - http://www.ipv6matrix.org
30. Worldwide Trends
We are still seeing a slow growth in dual stack IPv4-IPv6
implementation
A decrease in percentage in some countries, points to
unstable peering agreements (the IPv6 network is less
closely meshed than the IPv4 network)
The USA has shown the fasted growth in this period, a
direct result of World IPv6 Launch.
Some small countries like Luxembourg have had their
main ISPs switch onto dual stack thus showing growth in
dual-stack infrastructure
Bearing in mind the Asia Pacific Regional Internet
Registry has run out of IPv4 addresses, it is still alarming
to see so few Web sites up and running IPv6 in that
region, especially in countries where Internet growth is
high, such as India. World IPv6 Day appears to have had
no impact on those countries.
Page 30 IPv6 Matrix Project - http://www.ipv6matrix.org
31. Possible errors / Caveats
Lots of errors in the DNS – commas, no A, no AAAA
record, looping MX, etc.
Firewalls and security software:
Blocking of network segments
detecting denial of service attack (DoS) by error:
• Unusual UDP traffic. Trace-path / ping, SMTP, HTTP,
Secure HTTP, NTP port testing.
Internet snapshot from one location only
Less accurate results with small input data size (small
number of domains tested)
Disputed accuracy of Geographical IP database
Page 31 IPv6 Matrix Project - http://www.ipv6matrix.org
32. Future work / funding required
Current front end Web Pages are only
an example of possible analysis
Develop new data visualisation
Perform further analysis
Perform historical/time analysis from
archives
Develop an engine to write automated
reports
Duplication of Crawler to other regions
Page 32 IPv6 Matrix Project - http://www.ipv6matrix.org
33. Thank you
Contact: ISOC England – contact@isoc-e.org
CTM
International
Page 33 IPv6 Matrix Project - http://www.ipv6matrix.org