Exploring the evolution of IPv6: topology, performance, and traffic
This project (in collaboration with Robert Beverly, Naval Postgraduate School) seeks to characterize the status of IPv6 deployment while simultaneously advancing the state-of-the-art in network measurement science and technology.
Principal Investigator: kc claffy
Funding source: CNS-1111449 Period of performance: May 1, 2012 - April 30, 2016.
Outcomes Report
Broad industry awareness of IPv4 address scarcity has driven universal support for IPv6 in most modern operating systems and network equipment. Although the uptake of IPv6 is still slow, its adoption renders many existing methods to measure and monitor the Internet ineffective. In this project, we improved the fidelity, scope, and usability of IPv6 measurement technology and collected vast amounts of data on IPv6 topology and performance. We expanded our Ark measurement infrastructure, deploying more monitors capable of IPv6 probing all over the world. We designed and tested measurement primitives for adaptive and intelligent probing, boosting the efficiency of IPv6-scale topology measurements. We developed, implemented, and validated the first Internet-scale alias resolution technique and the first Internet-scale AS routing relationship inference technique for IPv6. We also created a completely new system for bulk lookups of DNS mappings for IPv4 and IPv6 addresses.
We also developed and applied novel analysis methodologies. We investigated the AS-level congruency of IPv4 and IPv6 paths in the Internet and found that more than 60% of the current IPv4 and IPv6 AS-paths were non-congruent at the AS-level. Multi-Path TCP can exploit this condition to improve application performance in addition to providing resilience. We compared stability, and RTT performance of IPv4 and IPv6 paths and found that in both control and data plane experiments, IPv6 exhibited less stability than IPv4. We also found evidence of correlated performance degradation over IPv4 and IPv6 caused by shared infrastructure.
Finally, we correlated address allocation patterns with observable traffic and geopolitical factors examining per-country allocation and deployment rates through the lens of the annual "Day in the Life of the Internet" snapshots collected at the DNS roots by the DNS Operations, Analysis, and Research Center from 2009-2014. Our interactive data analysis is in the page Dataset Comparison: IPv4 vs IPv6 traffic seen at the DNS Root Servers.
Our analysis methodologies and research results provide much needed insights to network operators, governments, and Internet policy makers about the status, progress, challenges, and future of the IPv6 in the global Internet.
Intellectual Merit. The project advanced the state-of-the-art in network measurement and technology while providing empirically grounded understanding of the crucial architectural transition that the Internet is currently undergoing. Our rigorous approach to the study of IPv6 deployment not only represents a compelling case study of transformations in the current Internet, but is applicable to technology transfer challenges in other domains as well.
Broader Impact. We widely disseminated our results to research, commercial, and government sectors, helping to inform communications and technology policies. We published 12 papers, organized and hosted 4 workshops, and released 3 ongoing and 2 one-time snapshot data sets. In order to advance community interest and involvement in IPv6 research, all our IPv6 related data sets are publicly available for download.
Publications
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Tracking the deployment of IPv6: Topology, routing and performance.
S. Jia, M. Luckie, B. Huffaker, A. Elmokashfi, E. Aben, k. claffy, A. Dhamdhere.
Computer Networks, Dec 2019. -
Inferring Carrier-Grade NAT Deployment in the Wild.
I. Livadariu, K. Benson, A. Elmokashfi, A. Dainotti, A. Dhamdhere.
IEEE Conference on Computer Communications (INFOCOM), Apr 2018. -
On IPv4 transfer markets: Analyzing reported transfers and inferring transfers in the wild.
I. Livadariu, A. Dhamdhere, A. Elmokashfi.
Elsevier Computer Communications Journal, Oct 2017. -
Adding Enhanced Services to the Internet: Lessons from History.
k. claffy, D. Clark.
Journal of Information Policy, Jul 2016. -
Characterizing IPv6 control and data plane stability.
I. Livadariu, A. Elmokashfi, A. Dhamdhere.
IEEE Conference on Computer Communications (INFOCOM), Apr 2016. -
NAT Revelio: Detecting NAT444 in the ISP.
A. Lutu, M. Bagnulo, A. Dhamdhere, k. claffy.
Passive and Active Network Measurement Workshop (PAM), Mar 2016. -
Don't Forget to Lock the Back Door! A Characterization of IPv6 Network Security Policy.
J. Czyz, M. Luckie, M. Allman, M. Bailey.
Network and Distributed Systems Security (NDSS), Feb 2016. -
Adding Enhanced Services to the Internet: Lessons from History.
k. claffy, D. Clark.
Telecommunications Policy Research Conference (TPRC), Sep 2015. -
Anchoring policy development around stable points: an approach to regulating the co-evolving ICT ecosystem.
D. Clark, k. claffy.
Telecommunications Policy, Aug 2015. -
Experience in using MTurk for Network Measurement.
G. Huz, S. Bauer, k. claffy, R. Beverly.
ACM SIGCOMM Workshop on Crowdsourcing and crowdsharing of Big (Internet) Data (C2B(I)D), Aug 2015. -
Workshop on Internet Economics (WIE2014) Report.
k. claffy, D. Clark.
ACM SIGCOMM Computer Communication Review (CCR), Jul 2015. -
Comments on Cybersecurity Research and Development Strategic Plan.
D. Clark, k. claffy.
Networking and Information Technology Research and Development (NITRD) Program, Jun 2015. -
An Inventory of Aspirations for the Internet's future.
D. Clark, k. claffy.
Center for Applied Internet Data Analysis (CAIDA), Apr 2015. -
Leveraging the IPv4/IPv6 Identity Duality by using Multi-Path Transport.
I. Livadariu, S. Ferlin, Ö. Alay, T. Dreibholz, A. Dhamdhere, A. Elmokashfi.
IEEE Global Internet Symposium (GI), Apr 2015. -
IPv6 AS Relationships, Cliques, and Congruence.
V. Giotsas, M. Luckie, B. Huffaker, k. claffy.
Passive and Active Network Measurement Workshop (PAM) , Mar 2015. -
Measuring and Characterizing IPv6 Router Availability.
R. Beverly, M. Luckie, L. Mosley, k. claffy.
Passive and Active Network Measurement Workshop (PAM) , Mar 2015. -
The 6th Workshop on Active Internet Measurements (AIMS6) Report.
k. claffy, D. Clark, M. Wittie.
ACM SIGCOMM Computer Communication Review (CCR), Oct 2014. -
Approaches to transparency aimed at minimizing harm and maximizing investment.
D. Clark, S. Bauer, k. claffy.
Federal Communications Commission (FCC) Commission Documents, Sep 2014. -
Platform Models for Sustainable Internet Regulation.
k. claffy, D. Clark.
Journal of Information Policy, Sep 2014. -
DRoP:DNS-based Router Positioning.
B. Huffaker, M. Fomenkov, k. claffy.
ACM SIGCOMM Computer Communication Review (CCR), Jul 2014. -
Workshop on Internet Economics (WIE2013) Report.
k. claffy, D. Clark.
ACM SIGCOMM Computer Communication Review (CCR), Jul 2014. -
Open Peering by Internet Transit Providers: Peer Preference or Peer Pressure?.
A. Lodhi, A. Dhamdhere, C. Dovrolis.
IEEE Conference on Computer Communications (INFOCOM), Apr 2014. -
Using PeeringDB to Understand the Peering Ecosystem.
A. Lodhi, N. Larson, A. Dhamdhere, C. Dovrolis, k. claffy.
ACM SIGCOMM Computer Communication Review (CCR), Apr 2014. -
A First Look at IPv4 Transfer Markets.
I. Livadariu, A. Elmokashfi, A. Dhamdhere, k. claffy.
ACM SIGCOMM Conference on emerging Networking EXperiments and Technologies (CoNEXT), Dec 2013. -
Applying Ethical Principles to Information and Communication Technology Research: A Companion to the Menlo Report.
D. Dittrich, M. Bailey, E. Kenneally.
U.S. Department of Homeland Security, Oct 2013. -
Platform Models for Sustainable Internet Regulation.
k. claffy, D. Clark.
Telecommunications Policy Research Conference (TPRC), Aug 2013. -
IPv6 Alias Resolution via Induced Fragmentation.
R. Beverly, W. Brinkmeyer, M. Luckie, J. Rohrer.
Passive and Active Network Measurement Workshop (PAM), Mar 2013. -
Measuring the Deployment of IPv6: Topology, Routing and Performance.
A. Dhamdhere, M. Luckie, B. Huffaker, k. claffy, A. Elmokashfi, E. Aben.
ACM Internet Measurement Conference (IMC), Nov 2012.
Additional Content
Exploring the evolution of IPv6: topology, performance, and traffic
This project (in collaboration with Robert Beverly, Naval Postgraduate School) seeks to characterize the status of IPv6 deployment while simultaneously advancing the state-of-the-art in network measurement science and technology.
Exploring the evolution of IPv6: topology, performance, and traffic - Proposal
An abbreviated version of the original proposal is shown below. For the full proposal for “NeTS-IPv6: Exploring the evolution of IPv6: topology, performance, and traffic”.


