The CAIDA annual report (quite a bit later than usual this year due to an unprecedented level of activity in 2024 which we will report on earlier next year!) summarizes CAIDA’s activities for 2023 in the areas of research, infrastructure, data collection and analysis. The executive summary is excerpted below:
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The CAIDA annual report summarizes CAIDA’s activities for 2022 in the areas of research, infrastructure, data collection and analysis. The executive summary is excerpted below:
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(Forgot to post this earlier, this is old news by now but fwiw..)
I presented at the 10th FTC Hearing on Competition and Consumer Protection in the 21st century this March, held in Washington D.C., giving a talk about Technological Developments in Broadband Networking which aims to address this question: Which (recent and expected) technological developments, or lack thereof, are important for understanding the competitiveness of the industry or impacts on the public interest?
A webcast of the presentation (my talk begins at 10m30s) is available. I also participated in a discussion panel, also webcast.
On December 12-13, 2018, CAIDA and the Massachusetts Institute of Technology (MIT) hosted the (invitation-only) 9th interdisciplinary Workshop on Internet Economics (WIE) at the University of California San Diego in La Jolla, CA.
The goal of this workshop series is to provide a forum for researchers, commercial Internet facilities and service providers, technologists, economists, theorists, policy makers, and other stakeholders to empirically inform emerging Internet regulatory and policy debates.
Presenters were asked to write talk abstracts on their presented topics, addressing four questions:
With a specific focus on measurement challenges, the topics we discussed included: analyzing the evolution of the Internet in a layered-platform context to gain new insights; measurement and analysis of economic impacts of new technologies using old tools; security and trustworthiness, reach (universal service) and reachability, sustainability of investment into public Internet infrastructure, as well as infrastructure to measure the public Internet.
Some of the takeaways from the workshop included:
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The CAIDA annual report summarizes CAIDA’s activities for 2017, in the areas of research, infrastructure, data collection and analysis. Our research projects span Internet topology, routing, security, economics, future Internet architectures, and policy. Our infrastructure, software development, and data sharing activities support measurement-based internet research, both at CAIDA and around the world, with focus on the health and integrity of the global Internet ecosystem. The executive summary is excerpted below:
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[Executive summary and link below]
The CAIDA annual report summarizes CAIDA’s activities for 2016, in the areas of research, infrastructure, data collection and analysis. Our research projects span Internet topology, routing, security, economics, future Internet architectures, and policy. Our infrastructure, software development, and data sharing activities support measurement-based internet research, both at CAIDA and around the world, with focus on the health and integrity of the global Internet ecosystem. The executive summary is excerpted below:
Mapping the Internet. We continued to expand our topology mapping capabilities using our Ark measurement infrastructure. We improved the accuracy and sophistication of our topology annotations, including classification of ISPs, business relationships between them, and geographic mapping of interdomain links that implement these relationships. We released two Internet Topology Data Kits (ITDKs) incorporating these advances.
Mapping Interconnection Connectivity and Congestion. We continued our collaboration with MIT to map the rich mesh of interconnection in the Internet in order to study congestion induced by evolving peering and traffic management practices of CDNs and access ISPs. We focused our efforts on the challenge of detecting and localizing congestion to specific points in between networks. We developed new tools to scale measurements to a much wider set of available nodes. We also implemented a new database and graphing platform to allow us to interactively explore our topology and performance measurements. We produced related data collection and analyses to enable evaluation of these measurements in the larger context of the evolving ecosystem: infrastructure resiliency, economic tussles, and public policy.
Monitoring Global Internet Security and Stability. We conducted infrastructure research and development projects that focus on security and stability aspects of the global Internet. We developed continuous fine-grained monitoring capabilities establishing a baseline connectivity awareness against which to interpret observed changes due to network outages or route hijacks. We released (in beta form) a new operational prototype service that monitors the Internet, in near-real-time, and helps identify macroscopic Internet outages affecting the edge of the network.
CAIDA also developed new client tools for measuring IPv4 and IPv6 spoofing capabilities, along with services that provide reporting and allow users to opt-in or out of sharing the data publicly.
Future Internet Architectures. We continued studies of IPv4 and IPv6 paths in the Internet, including topological congruency, stability, and RTT performance. We examined the state of security policies in IPv6 networks, and collaborated to measure CGN deployment in U.S. broadband networks. We also continued our collaboration with researchers at several other universities to advance development of a new Internet architecture: Named Data Networking (NDN) and published a paper on the policy and social implications of an NDN-based Internet.
Public Policy. Acting as an Independent Measurement Expert, we posted our agreed-upon revised methodology for measurement methods and reporting requirements related to AT&T Inc. and DirecTV merger (MB Docket No. 14-90). We published our proposed method and a companion justification document. Inspired by this experience and a range of contradicting claims about interconnection performance, we introduced a new model describing measurements of interconnection links of access providers, and demonstrated how it can guide sound interpretation of interconnection-related measurements regardless of their source.
Infrastructure operations. It was an unprecedented year for CAIDA from an infrastructure development perspective. We continued support for our existing active and passive measurement infrastructure to provide visibility into global Internet behavior, and associated software tools and platforms that facilitate network research and operational assessments.
We made available several data services that have been years in the making: our prototype Internet Outage Detection and Analysis service, with several underlying components released as open source; the Periscope platform to unify and scale querying of thousands of looking glass nodes on the global Internet; our large-scale Internet topology query system (Henya); and our Spoofer system for measurement and analysis of source address validation across the global Internet. Unfortunately, due to continual network upgrades, we lost access to our 10GB backbone traffic monitoring infrastructure. Now we are considering approaches to acquire new monitors capable of packet capture on 100GB links.
As always, we engaged in a variety of tool development, and outreach activities, including maintaining web sites, publishing 13 peer-reviewed papers, 3 technical reports, 4 workshop reports, one (our first) BGP hackathon report, 31 presentations, 20 blog entries, and hosting 6 workshops (including the hackathon). This report summarizes the status of our activities; details about our research are available in papers, presentations, and interactive resources on our web sites. We also provide listings and links to software tools and data sets shared, and statistics reflecting their usage. Finally, we report on web site usage, personnel, and financial information, to provide the public a better idea of what CAIDA is and does.
For the full 2016 annual report, see http://www.caida.org/home/about/annualreports/2016/
Last week I gave a talk at NSF’s 39th Washington Area Trustworthy Computing Hour (WATCH) seminar series on CAIDA’s efforts to map internet interdomain congestion. A recorded webcast of the talk is available.
Abstract:
We used the Ark infrastructure to support an ambitious collaboration with MIT to map the rich mesh of interconnection in the Internet, with a focus on congestion induced by evolving peering and traffic management practices of CDNs and access ISPs, including methods to detect and localize the congestion to specific points in networks. We undertook several studies to pursue two dimensions of this challenge. First, we developed methods and tools to identify interconnection borders, and in some cases their physical locations, from comprehensive Internet topology measurements from many edge vantage points. Then, we developed and deployed scalable performance measurement tools to observe performance at thousands of interconnections, algorithms to mine for evidence of persistent congestion in the resulting data; and a system to visualize the results. We produce other related data collection and analysis to enable evaluation of these measurements in the larger context of the evolving ecosystem: quantifying a given network service providers’ global routing footprint; and business-related classifications of networks. In parallel, we examined the peering ecosystem from an economic perspective, exploring fundamental weaknesses and systemic problems of the currently deployed economic framework of Internet interconnection that will continue to cause peering disputes between ASes.
The slides presented are posted on the CAIDA website: Mapping Internet Interdomain Congestion
We set out to conduct a social experiment of sorts, to host a hackathon to hack streaming BGP data. We had no idea we would get such an enthusiastic reaction from the community and that we would reach capacity. We were pleasantly surprised at the response to our invitations when 25 experts came to interact with 50 researchers and practitioners (30 of whom were graduate students). We felt honored to have participants from 15 countries around the world and experts from companies such as Cisco, Comcast, Google, Facebook and NTT, who came to share their knowledge and to help guide and assist our challenge teams.
Having so many domain experts from so many institutions and companies with deep technical understanding of the BGP ecosystem together in one room greatly increased the kinetic potential for what we might accomplish over the course of our two days.
We are pleased to post the attendees list for the upcoming CAIDA BGP Hackathon 2016 organized jointly with Colorado State University, University of Southern California, University of Waikato, the Route Views Project, RIPE NCC, Universidade Federal de Minas Gerais and FORTH. We look forward to hosting over 80 attendees — including more than 20 domain experts — from over 50 organizations who will come from around the world to participate in the first CAIDA BGP Hackathon at the San Diego Supercomputer Center at UC San Diego in La Jolla, CA. The hackathon is sponsored by industry, professional organizations, and government agencies, with interest in promoting the development of tools to model, measure, and monitor the routing infrastructure of the Internet. This support allowed us to to provide 33 travel grants.
Due to the overwhelming interest in the hackathon, we have reached capacity. We are no longer accepting applications for this year’s hackathon.
We would like to give special thanks to our sponsors.
Please send any questions or media inquiries regarding the hackathon to bgp-hackathon-info at caida dot org.
The report for the Second NDN Community Meeting (NDNcomm 2015) is available online now. The meeting, held at UCLA in Los Angeles, California on September 28-29, 2015, provided a platform for attendees from 63 institutions across 13 countries to exchange recent NDN research and development results, to debate existing and proposed functionality in NDN forwarding, routing, and security, and to provide feedback to the NDN architecture design evolution.
[The workshop was partially supported by the National Science Foundation CNS-1345286, CNS-1345318, and CNS-1457074. We thank the NDNcomm Program Committee members for their effort of putting together an excellent program. We thank all participants for their insights and feedback at the workshop.]