Tootfinder

Servers operated by Ubuntu and its parent company Canonical have been down for more than a day, following a "sustained, cross-border attack" (Dan Goodin/Ars Technica)
https://arstechnica.com/security/2026/05/ubuntu-infrastructure-ha…

Ubuntu infrastructure has been down for more than a day
The outage has hampered communication concerning a critical vulnerability that gives root.

Before It Breaks With Gabriella Pomare
This podcast talks honestly about marriage, motherhood, divorce, separation, co-parenting, communication, conflict, boundaries, emotional intelligence, family breakdown and what really happens before, during and after a family changes shape...
Great Australian Pods Podcast Directory: https://www.…

Pro tip: If you ping me on text/IM & I ask, "what do you need", don't be rude & ask for a "quick call". Type what you need & let me be the judge of whether it warrants non-async communication.
...or don't be surprised if you get ghosted.
#petpeeves

„In the pilot NodeNet: Meshnetworks for Emergency Communication, Waag, in collaboration with the Municipality of Amsterdam, investigates the technical feasibility of mesh network technology using a set-up of 30 devices hosted by citizens from Amsterdam.“ #meshtastic #meshcore

Waag | NodeNet
NodeNet is a pilot project in which Waag examines mesh network technology as a solution in case the traditional communication infrastructure in Amsterdam fails. The research focuses on both technical feasibility and the user perspective on the basis of various scenarios.

LeapXpert, which lets companies and sports franchises monitor staff business chats via apps like WhatsApp for compliance, raised $180M led by Riverwood Capital (Lucinda Shen/Axios)
https://www.axios.com/pro/fintech-deals/20…

Exclusive: LeapXpert mints $180M round, adds sports compliance customers
The communication startup monitors compliance for sports and finance organizations.

dnc: DNC emails (2016)
A network representing the exchange of emails among members of the Democratic National Committee, in the email data leak released by WikiLeaks in 2016.
This network has 2029 nodes and 12085 edges.
Tags: Social, Communication, Unweighted, Multigraph
https://networks.skewed.de/net/dnc

Don’t Do Team Meetings
Regular team meetings are often treated as a default part of work. They are seen as a sign of coordination, alignment, and healthy communication. In practice, they often reveal the opposite.
A recurring team meeting where everyone goes around the room to explain what they did last week is usually not a good use of time. It turns communication into a performance instead of a real exchange of useful information. If the team needs a formal meeting just to lear…

Don’t Do Team Meetings
Personal webpage of Alexandre Dulaunoy - from information security to open source and art

Here is one request I have regarding communication procedures

CMA has a call for evidence regarding third-party access to NFC on iPhones (iOS).
https://www.gov.uk/government/calls-for-evidence/issues-relating-to-nfc-access-on-ios

Issues relating to NFC access on iOS
The Competition and Markets Authority (CMA) is seeking views on keys issues relating to Near Field Communication (NFC) access on iOS.

🎧 The latest episode of 'My Pocket Psych' is live and features an interview with authors Pilar Orti and Bree Caggiati about their new book 'Connection and Disconnection in Remote Teams'.
⚒️ We look at the importance of job design and intentional communication, the role that leaders play, and just some of the many misconceptions about remote work that still exit.
👉🏻 You can find Ep 212 wherever you get your podcasts, or stream it from

Berty - Unstoppable P2P Communication
#bookmarks

Berty · Berty Technologies
We build tools to enhance communication freedom

route_views: Route Views AS graphs (1997-1998)
733 daily network snapshots denoting BGP traffic among autonomous systems (ASs) on the Internet, from the Oregon Route Views Project, spanning 8 November 1997 to 2 January 2000. Data collected by NLANR/MOAT.
This network has 3340 nodes and 6469 edges.
Tags: Technological, Communication, Unweighted, Temporal

🇺🇦 #NowPlaying on KEXP's #SundaySoul
Chicago Funk Band:
🎵 No Communication
#ChicagoFunkBand
https://starcreature10000000000000000.bandcamp.com/track/no-communication-tz-radio-edit
https://open.spotify.com/track/6OOzxSaxndhoG2qAcJOklJ

RE: #SocialMedia!
#Democracy #Media #communication

Born this day 1927: Professor Bruce W. Arden, who was chair of the department and my advisor at Princeton. Wonderful person with seminal contributions to computer science.
https://cse.engin.umich.edu/stories/re

Gem from Wikipedia: "The value of forward secrecy is that it protects past communication."
Of course, the name makes sense when you look at current communication being protected against a future compromise 😉
https://en.wikipedia.org/wiki/Forward_secrecy

Forward secrecy - Wikipedia

The secret sauce to how new Cowboys DC Christian Parker is increasing Dallas' communication

https://www.cbssports.com/nfl/news/cowboys-christian-parker-fixing-defensive-c…

Astrocytes connect specific brain regions through plastic networks (in mice) https://www.nature.com/articles/s41586-026-10426-6 "communication between distant brain regions that is mediated by plastic networks of gap junction-coupled astrocytes";

Astrocytes connect specific brain regions through plastic networks - Nature
Communication between distant brain regions is mediated by plastic networks of gap junction-coupled astrocytes.

Achieving energy independence and affordable transport for all: 10 measures to leverage cycling
https://www.ecf.com/en/news/cycling-manifesto-energy-independence-affordable-transport/

10 measures to leverage cycling and cut Europe’s energy dependence – ECF response to Commission Communication on affordable and secure energy
In response to the latest global energy crisis and rising fuel prices, a coalition of European mobility advocates is calling on governments at all levels to urgently scale up cycling as a fast, affordable and energy-efficient solution to reduce dependence on fossil fuels.  The new manifesto, Achieving energy independence and affordable transport for all: 10 measures to leverage cycling, outlines

slashdot_threads: Slashdot thread replies (2007)
A network of replies among users of the website Slashdot on the various discussion threads on the site. Nodes are user accounts and each directed edge represents a reply from user i to user j. Replies are timestamped.
This network has 51083 nodes and 140778 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

Communication directors of 12 Dutch ministries: government should leave X, to stop exposing citizens to desinformation, racism, discrimination, misogyny, and antisemitism.
https://www.volkskrant.nl/politiek/topambtenaren-in-intern…

Topambtenaren in intern memo aan kabinet: Rijksoverheid moet van X
De Rijksoverheid moet zich grotendeels terugtrekken van het socialemediaplatform X. Dat adviseert de Voorlichtingsraad, die bestaat uit de directeuren communicatie van alle twaalf departementen, aan het kabinet-Jetten.

Buggin': Cowboys DC Christian Parker using codeword play calls to improve communication https://cowboyswire.usatoday.com/story/sports/nfl/cowboys/2026/06/17/cowboys-dc-christian-parker-code…

"Sperm whales’ communication closely parallels human language, study finds"
#Whales #SpermWhales #Animals

A 2023 California law that requires creators to disclose payments for political ads reveals how paid influencers have radically changed political communication (Max Tani/Semafor)
https://www.semafor.com/article/05/25/2026

Exclusive: California influencer disclosures offer a glimpse at how secret money distorts American politics
Tom Steyer’s campaign is making use of paid astroturfed social media support.

Woohoo, Chat Control is back for a third time! I love democracy 😍 https://fightchatcontrol.eu/

consensual pinging
@… #VOTV #VoicesOfTheVoid

lkml_reply: Linux kernel reply network
A network of replies among email address found on the Linux kernel mailing list. Nodes are email addresses and each directed edge represents a reply from email address i to email address j. The date of this snapshot is uncertain.
This network has 63399 nodes and 1096440 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

Another great---can I say somewhat daring?--- non-technical talk by @… "From terminal to table -- Communication skills for geeks and nerds" at @… on his personal lessons about communication; ever so helpful, possibly also for …

email_company: Manufacturing company email (2010)
A network of emails among employee email addresses at a mid-sized manufacturing company. Each directed edge represents an email sent from address i to address j. Edges are timestamped, and occurred over a 6 month period in an unspecified year.
This network has 167 nodes and 82927 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

Sperm whales’ communication closely parallels human language, study finds
https://www.theguardian.com/environment/2026/apr/15/sperm-whales-alphabet-vocalizations-similar-humans?CMP=Share_AndroidApp_Other

Sperm whales’ communication closely parallels human language, study finds
https://www.theguardian.com/environment/2026/apr/15/sperm-whales-alphabet-vocalizations-similar-humans?CMP=Share_AndroidApp_Other

email_eu: Email network (EU research inst.)
An email network (anonymized) from a large European research institution, collected from October 2003 to May 2005 (18 months). Each node corresponds to an email address, and a directed edge exists between nodes i and j, if i sent at least one message to j.
This network has 265214 nodes and 420045 edges.
Tags: Social, Communication, Unweighted

🚀 One week left to apply for my postdoc position in emoji semantics! Join us for:
🔬 linguistic experiments
🔍 semantic theory
🤝 interdisciplinary collaboration
🧑‍💼 developing your own research agenda
💻 digital communication
🤩 a wonderful team
💪 a supportive supervisor
#bochum #emoji #linguistics @… @…
https://jobs.ruhr-uni-bochum.de/jobposting/f5001c40d914e7ce325557bfe526aa88415f75bb0

> Documents and whatnot are all mechanisms for communicating between humans—a communication that is always lossy, because creating a shared understanding between people is, and always will be, one of the hardest things we’ll ever do. Workslop dramatically increases that lossiness, with what we mean to say drifting further and further away from us, mediated through machines that smooth out the tone and blur the intent until we are saying nothing at all.

email_eu: Email network (EU research inst.)
An email network (anonymized) from a large European research institution, collected from October 2003 to May 2005 (18 months). Each node corresponds to an email address, and a directed edge exists between nodes i and j, if i sent at least one message to j.
This network has 265214 nodes and 420045 edges.
Tags: Social, Communication, Unweighted

MJSAC: McCormick Relaxation-based Waveform Design for Joint Sensing and Communication
Bodhibrata Mukhopadhyay, Sajid Ahmed, Mohamed-Slim Alouini
https://arxiv.org/abs/2606.11351 https://arxiv.org/pdf/2606.11351 https://arxiv.org/html/2606.11351
arXiv:2606.11351v1 Announce Type: new
Abstract: In the upcoming 5G Advanced and 6G technologies, joint sensing and communication (JSAC) will play a pivotal role in enabling the simultaneous utilization of hardware and spectrum resources for communication and sensing tasks. While current algorithms primarily focus on designing beampattern invariant covariance matrices for transmitting various symbols for communication, they often overlook the distances among these symbols. While these covariance matrices effectively facilitate ranging operations, they have adverse effects on communication performance. Designing beampattern invariance covariance matrices with maximal distances among themselves poses a challenging non-convex problem. In this paper, we introduce a novel waveform design method based on McCormick relaxation called McCormick-based JSAC (MJSAC). MJSAC sequentially solves an optimization problem to generate a set of covariance matrices by maximizing the distances (Frobenius norm) among themselves while ensuring a consistent beam pattern. Also, MJSAC eliminates the requirement for channel information to generate the covariance matrices. Through simulations, we demonstrate that MJSAC outperforms conventional algorithms, even those utilizing channel information at the transmitter.
toXiv_bot_toot

RTP-LLM: High-Performance Alibaba LLM Inference Engine
Boyu Tan, Jiarui Guo, Zongwei Lv, Hanbo Sun, Tong Yang, Kan Liu, Xinfei Shi, Zetao Hu, Yaxin Yu, Chi Zhang, Jianning Zhang, Xi Yang, Wei Zhang, Bo Cai, Silu Zhou, Xiyu Wang, Na He, Yinghao Yu, Wending Bao, Guiyang Huang, Yuxing Yuan, Juncheng Yin, Nan Wang, Lin Yang, Zechao Zhang, Lu Chen, Guoding Li, Tao Lan, Lin Qu
https://arxiv.org/abs/2605.29639 https://arxiv.org/pdf/2605.29639 https://arxiv.org/html/2605.29639
arXiv:2605.29639v1 Announce Type: new
Abstract: Large Language Models (LLMs) have revolutionized AI applications, but deploying them at scale presents significant challenges. We present RTP-LLM, a high-performance inference engine for industrial-scale LLM deployment, successfully deployed across Alibaba Group serving over 100 million users. RTP-LLM addresses fundamental bottlenecks through integrated design. It optimizes model loading via file-order-driven I/O and parallel I/O-communication overlapping. The Prefill-Decode Disaggregation architecture decouples compute-intensive prefill from memory-bound decode phases, combined with hierarchical multi-tiered KV cache management enabling efficient cache reuse. In addition, RTP-LLM incorporates modular speculative decoding supporting multiple algorithms, adaptive KV cache quantization, and decoupled multimodal processing, with support for multi-level parallelism.
Comprehensive evaluations across diverse model architectures (8B-235B parameters) have been conducted, where both controlled benchmarks and real production workloads are used. The results demonstrate RTP-LLM's superior performance against vLLM and SGLang: 4.7x-6.3x model loading speedup, 35-37% TTFT P95 latency reduction with 215% cache reuse improvement in production traffic scheduling, 1.12x-2.48x and 1.86x-2.52x throughput improvements in speculative decoding and multimodal inference, respectively, and 35-40% batch latency reduction with 1.9x-3.0x TTFT improvement in quantized inference. RTP-LLM's production-proven architecture and open-source availability make it a comprehensive solution for industrial LLM deployment.
toXiv_bot_toot

"Jane Goodall's grandson keeps her conservation work alive: 'Hope is rooted in action'"
#JaneGoodall #Conservation #Animals

How Jane Goodall's grandson keeps her memory alive: 'Hope is rooted in action'
Goodall's grandson, Merlin Van Lawick, has been working in the field in Tanzania for years, now supporting science and communication efforts at his late grandmother's nonprofit.

"Nehmt den Kindern nicht noch die letzte Gelegenheit, rumzuhängen und sich auszutauschen"
https://alecmuffett.com/article/160943

Oh yeah, I can really feel the communication with my colleagues improving..
(I'm sitting alone in our six seats office, celebrating my mandatory office days 🫩🙌🏻)

@… Hopefully you’ve read the official communication on https://www.11ty.dev/blog/build-awesome/

What would it look like to center community, human communication, and trust-building as the •starting point• of OSS contribution?
I don’t entirely know, but I know that there are examples we can build on. And I know that the alternative is grim.
/end

email_eu: Email network (EU research inst.)
An email network (anonymized) from a large European research institution, collected from October 2003 to May 2005 (18 months). Each node corresponds to an email address, and a directed edge exists between nodes i and j, if i sent at least one message to j.
This network has 265214 nodes and 420045 edges.
Tags: Social, Communication, Unweighted

We found this old 1949 #science #book on our shelves; it's a very general thing, with a mix of different articles; but it's pretty fascinating seeing the stuff from then. I mentioned the Agene flour treatement, which I'd not heard of before; but the Palaeomagnetism is fascinating because i…

This month, we were in Oslo for #DataWeek26, where our Chief Communication Officer Cathrin Stöver delivered a keynote on GÉANT's value for the European data community.
A few highlights:
🔹 The role of GÉANT & NRENs in enabling high-performance computing across borders, specifically through our work with the EuroHPC JU
🔹 How our pan-European network is adapting its author…

Multipartite reference-frame-independent quantum cryptographic communication
Donghwa Lee, Kyujin Shin, Hyang-Tag Lim, Yosep Kim, Yong-Su Kim
https://arxiv.org/abs/2606.12284 https://arxiv.org/pdf/2606.12284 https://arxiv.org/html/2606.12284
arXiv:2606.12284v1 Announce Type: new
Abstract: Reference frame mismatch among communication parties introduces errors in quantum cryptographic protocols. As the number of participants increases, aligning reference frames becomes increasingly difficult, complicating multipartite quantum cryptographic implementations. Here, we theoretically and experimentally investigate multipartite reference-frame-independent (RFI) quantum cryptographic communication using Greenberger-Horne-Zeilinger (GHZ) states. We generalize the bipartite RFI security parameter $C$ to an $N$-party parameter $C_N$ and derive the asymptotic secret key rate expressed solely in terms of experimentally accessible quantities. We analyze the key rate under global and local depolarizing noise models and find that increasing the number of parties $N$ enhances robustness against global depolarizing noise while increasing vulnerability to local channel noise. We also present a proof-of-principle experimental demonstration of four-party RFI quantum cryptographic communication using four-photon GHZ states, confirming the reference-frame invariance of both the $C_4$ parameter and the secret key rate under various reference frame rotations.
toXiv_bot_toot

Private communication is more important than ever, especially in a world full of autocrats and democracies hell-bent on destroying privacy (the Faustian bargain of our privacy for our security/safety rarely, if ever, works out).
One of the easiest things we can do is setup a VPN on all of our devices. Please hear me out before jumping in to say that VPNs are oversold (they are!) and that they're useless (they're not!).
1/?

@… Ouais… J’ai reconnu certains éléments mentionnés dans le fil, mais l’interprétation est... bizarre. Si j'ai bien compris, la keynote et la discussion étaient en anglais, donc il y avait potentiellement un problème de communication, mais je suis d'accord en ce qui concerne le ton du post…

@… Ouais… J’ai reconnu certains éléments mentionnés dans le fil, mais l’interprétation est... bizarre. Si j'ai bien compris, la keynote et la discussion étaient en anglais, donc il y avait potentiellement un problème de communication, mais je suis d'accord en ce qui concerne le ton du post…

wiki_talk: Wikipedia talk networks
Interactions among users of 10 language-specific Wikipedias: Arabic, Chinese, Dutch, English, French, German, Italian, Portuguese, Russian, and Spanish. Nodes are registered wiki editors, and an edge represents a user i having written a message on user j's talk page. Edges are timestamped. The precise dates of the snapshots are uncertain.
This network has 541355 nodes and 2424962 edges.
Tags: Social, Communication, Unweighted, Multigra…

"A review of nascent policy approaches in the UK, California, Australia, New Zealand, Germany, France, and the EU, indicates a fragmented landscape where most jurisdictions address only parts of the protocol stack and only some of the control layers. [..] The report presents a phased roadmap recommending global harmonisation of functional requirements rather than technology mandates."

Demand Flexibility Protocols - 4E Energy Efficient End-use Equipment
This report looks at the current landscape of communication protocols and suggests steps to take towards solving interoperability issues.

➡️ Openness, transparency and reach: Public institutions should embrace the Fediverse
https://blog.elenarossini.com/openness-transparency-and-reach-three-reasons-why-public-institutions-should-embrace-the-fediv…

Openness, transparency and reach: three reasons why public institutions should embrace the Fediverse
An article making the case that the Fediverse is a fantastic communication platform for public institutions - because of its openness, transparency and reach.

Pilot whales can’t hear each other over ship noise in Strait of Gibraltar, study finds https://news.mongabay.com/short-article/2026/06/pilot-whales-cant-hear-each-other-over-ship-noise-in-strait-of-gibraltar-stud…

Pilot whales can’t hear each other over ship noise in Strait of Gibraltar, study finds
The rumble of ship traffic is drowning out the calls of long-finned pilot whales and potentially other marine species in the Strait of Gibraltar, a narrow strip of water between Morocco and Spain that separates the Atlantic Ocean from the Mediterranean Sea. Researchers who investigated this looked at near and long-distance communication between long-finned pilot […]

from my link log —
Fact check: What you may have heard from Elsevier about the dispute with UC.
https://osc.universityofcalifornia.edu/2019/08/fact-check-uc-and-elsevier/
saved 2019-08-07

Fact check: What you may have heard about the dispute between UC and Elsevier - Office of Scholarly Communication
The UC Negotiating Team  Ivy Anderson, (Co-Chair), Associate Executive Director of the California Digital Library; Jeffrey MacKie-Mason (Co-Chair), University Librarian and Professor, School of Information and Professor of Economics, UC Berkeley; Günter Waibel, Associate Vice Provost and Executive Director of the California Digital Library; Richard A. Schneider, Associate Professor, Orthopaedic Surgery, UC San Francisco and Chair, Academic Senate University Committee on Library and Scholarly …

RE: https://infosec.exchange/@rene_mobile/116454517003134641
The application deadline has been extended to June 28th to better align with internal processes.
If you are interested in privacy-first digital identity, secure communication protocol…

George Pickens isn't with Cowboys for voluntary work as Schottenheimer says communication is good https://www.foxsports.com/articles/nfl/george-pickens-isnt-with-cowboys-for-voluntary-work-as-schottenheimer…

What does sound do to your brain's gene expression, RNA?
Prenatal acoustic communication triggers adaptive vascular programming in the developing avian brain https://journals.biologists.com/jeb/article/229/11/jeb252287…

Memo: CTO Andrew Bosworth said Meta did "an atrocious job" sharing Applied AI's vision, promising employees better communication, career growth, and more perks (Wired)
https://www.wired.com/story/andrew-bosworth-meta-employees-unrest/

Meta CTO Andrew Bosworth Admits the Company’s AI Reorg Was ‘Atrocious’
In an internal memo seen by WIRED, Bosworth promised employees more stability, better communication, and the return of workplace perks as the company seeks to improve morale.

Less Chatter, More Matter: The Communications Podcast
Communication tips to improve your relationships at work, navigate crises, internal communication, and deliver change are top of the agenda...
Great Australian Pods Podcast Directory: https://www.greataustralianpods.com/less-c

RE: #2MR event for democracy-strengthening #SocialMedia on Monday, 4 May, at 9.30 a.m.– there will be subtitles in English, French and other languages.
🔴 #business #politics #journalism #academia, the #arts and #culture!
#democracy #communication #MayThe4th #MayTheForth #SciComm #science #BigTech #meta

In her introduction to an event on climate communication, initiator Mare de Wit quoted a man in the movie La Haine.
While falling from a tall building, he kept saying "Jusqu'ici, tout va bien."
So far, so good. A metaphor for climate change, for those of us who weren't hit hard by it yet.

Reconfigurable Antennas for Next-generation Mobile Communication Networks: A Comprehensive Survey and Tutorial
Yizhe Zhao, Long Zhang, Halvin Yang, Kun Yang, Rui Zhang, Lingyang Song, Yuanwei Liu
https://arxiv.org/abs/2606.12139 https://arxiv.org/pdf/2606.12139 https://arxiv.org/html/2606.12139
arXiv:2606.12139v1 Announce Type: new
Abstract: The transition to next-generation mobile communication networks, particularly 6G, demands advanced technologies to meet the requirements for ultra-reliable, low-latency communication, massive connectivity, and intelligent applications. Reconfigurable antennas (RAs) play a crucial role in achieving these objectives by enabling dynamic adjustments to the radio frequency (RF) characteristics of antennas, such as gain, radiation pattern, impedance, and polarization. Unlike traditional fixed-position antennas, RAs can alter both their radiation patterns and positions, offering flexibility in response to varying communication environments. This paper presents a comprehensive survey and tutorial on RAs, with a focus on fluid antennas (FAs), movable antennas (MAs), pinching antennas (PAs), and reconfigurable holographic antennas (RHAs), examining their potential in next-generation mobile networks. We explore the channel modelling and estimation, performance analysis, resource allocation strategies, and their synergy with other emerging wireless technologies for each type of RA. Finally, we provide a comparative analysis of different RAs and discuss the open challenges and future research directions, offering insights and guidance for future investigations in the exciting research area.
toXiv_bot_toot

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

🇺🇦 #NowPlaying on KEXP's #EasternEchoes
八神純子:
🎵 COMMUNICATION (Extended Club Mix)
#八神純子
https://open.spotify.com/track/5qVToBp3gsfHMHP6xSMH8L

as_skitter: Skitter IP graph (2005)
An aggregate snapshot of the Internet Protocol (IP) graph, as measured by the traceroute tool on CAIDA's skitter infrastructure, in 2005.
This network has 1696415 nodes and 11095298 edges.
Tags: Technological, Communication, Unweighted
https://networks.skewed.de/net/as_s…

route_views: Route Views AS graphs (1997-1998)
733 daily network snapshots denoting BGP traffic among autonomous systems (ASs) on the Internet, from the Oregon Route Views Project, spanning 8 November 1997 to 2 January 2000. Data collected by NLANR/MOAT.
This network has 512 nodes and 1273 edges.
Tags: Technological, Communication, Unweighted, Temporal
…

Sources: Alibaba replaces DingTalk CEO Chen Hang with Chen Yusen after an internal debate over the enterprise communication app's role in Alibaba's AI strategy (Bloomberg)
https://www.bloomberg.com/news/articles/2026-06-…

uni_email: Email network (Uni. R-V, Spain, 2003)
A network representing the exchange of emails among members of the Rovira i Virgili University in Spain, in 2003. The KONECT version is undirected.
This network has 1133 nodes and 10903 edges.
Tags: Social, Communication, Unweighted
https://networks.skewed.de/net…

uni_email: Email network (Uni. R-V, Spain, 2003)
A network representing the exchange of emails among members of the Rovira i Virgili University in Spain, in 2003. The KONECT version is undirected.
This network has 1133 nodes and 10903 edges.
Tags: Social, Communication, Unweighted
https://networks.skewed.de/net…

route_views: Route Views AS graphs (1997-1998)
733 daily network snapshots denoting BGP traffic among autonomous systems (ASs) on the Internet, from the Oregon Route Views Project, spanning 8 November 1997 to 2 January 2000. Data collected by NLANR/MOAT.
This network has 3790 nodes and 7531 edges.
Tags: Technological, Communication, Unweighted, Temporal

lkml_reply: Linux kernel reply network
A network of replies among email address found on the Linux kernel mailing list. Nodes are email addresses and each directed edge represents a reply from email address i to email address j. The date of this snapshot is uncertain.
This network has 63399 nodes and 1096440 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

packet_delays: Internet packet delays (2002)
A network representing the difference in delay observed by packet probes sent from a computer at Rice University to similar machines at different universities, in c.2002. The edge weight denotes the difference in delay of the packet in milliseconds.
This network has 10 nodes and 9567 edges.
Tags: Technological, Communication, Weighted

email_eu: Email network (EU research inst.)
An email network (anonymized) from a large European research institution, collected from October 2003 to May 2005 (18 months). Each node corresponds to an email address, and a directed edge exists between nodes i and j, if i sent at least one message to j.
This network has 265214 nodes and 420045 edges.
Tags: Social, Communication, Unweighted

lkml_thread: Linux kernel mailing list
A bipartite network of contributions by users to threads on the Linux kernel mailing list. A left node is a person, and a right node is a thread, and each timestamped edge (i,j,t) denotes that user i contributed to thread j at time t. The date of the snapshot is not given.
This network has 379554 nodes and 1565683 edges.
Tags: Social, Communication, Unweighted, Timestamps

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

internet_as: Internet AS graph (2006)
A symmetrized snapshot of the structure of the Internet at the level of Autonomous Systems (ASs), reconstructed from BGP tables posted by the University of Oregon Route Views Project. This snapshot was created on 22 July 2006.
This network has 22963 nodes and 48436 edges.
Tags: Technological, Communication, Unweighted

topology: Internet AS graph (2004)
An integrated snapshot of the structure of the Internet at the level of Autonomous Systems (ASs), reconstructed from multiple sources, including the RouteViews and RIPE BGP trace collectors, route servers, looking glasses, and the Internet Routing Registry databases. This snapshot was created around October 2004.
This network has 34761 nodes and 171403 edges.
Tags: Technological, Communication, Unweighted, Multigraph, Timestamps

wiki_talk: Wikipedia talk networks
Interactions among users of 10 language-specific Wikipedias: Arabic, Chinese, Dutch, English, French, German, Italian, Portuguese, Russian, and Spanish. Nodes are registered wiki editors, and an edge represents a user i having written a message on user j's talk page. Edges are timestamped. The precise dates of the snapshots are uncertain.
This network has 397635 nodes and 1031378 edges.
Tags: Social, Communication, Unweighted, Multigra…

route_views: Route Views AS graphs (1997-1998)
733 daily network snapshots denoting BGP traffic among autonomous systems (ASs) on the Internet, from the Oregon Route Views Project, spanning 8 November 1997 to 2 January 2000. Data collected by NLANR/MOAT.
This network has 4196 nodes and 8473 edges.
Tags: Technological, Communication, Unweighted, Temporal

email_eu: Email network (EU research inst.)
An email network (anonymized) from a large European research institution, collected from October 2003 to May 2005 (18 months). Each node corresponds to an email address, and a directed edge exists between nodes i and j, if i sent at least one message to j.
This network has 265214 nodes and 420045 edges.
Tags: Social, Communication, Unweighted

packet_delays: Internet packet delays (2002)
A network representing the difference in delay observed by packet probes sent from a computer at Rice University to similar machines at different universities, in c.2002. The edge weight denotes the difference in delay of the packet in milliseconds.
This network has 10 nodes and 9567 edges.
Tags: Technological, Communication, Weighted

packet_delays: Internet packet delays (2002)
A network representing the difference in delay observed by packet probes sent from a computer at Rice University to similar machines at different universities, in c.2002. The edge weight denotes the difference in delay of the packet in milliseconds.
This network has 10 nodes and 9567 edges.
Tags: Technological, Communication, Weighted

dnc: DNC emails (2016)
A network representing the exchange of emails among members of the Democratic National Committee, in the email data leak released by WikiLeaks in 2016.
This network has 2029 nodes and 12085 edges.
Tags: Social, Communication, Unweighted, Multigraph
https://networks.skewed.de/net/dnc

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

uni_email: Email network (Uni. R-V, Spain, 2003)
A network representing the exchange of emails among members of the Rovira i Virgili University in Spain, in 2003. The KONECT version is undirected.
This network has 1133 nodes and 10903 edges.
Tags: Social, Communication, Unweighted
https://networks.skewed.de/net…

email_company: Manufacturing company email (2010)
A network of emails among employee email addresses at a mid-sized manufacturing company. Each directed edge represents an email sent from address i to address j. Edges are timestamped, and occurred over a 6 month period in an unspecified year.
This network has 167 nodes and 82927 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

email_eu: Email network (EU research inst.)
An email network (anonymized) from a large European research institution, collected from October 2003 to May 2005 (18 months). Each node corresponds to an email address, and a directed edge exists between nodes i and j, if i sent at least one message to j.
This network has 265214 nodes and 420045 edges.
Tags: Social, Communication, Unweighted

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

wiki_talk: Wikipedia talk networks
Interactions among users of 10 language-specific Wikipedias: Arabic, Chinese, Dutch, English, French, German, Italian, Portuguese, Russian, and Spanish. Nodes are registered wiki editors, and an edge represents a user i having written a message on user j's talk page. Edges are timestamped. The precise dates of the snapshots are uncertain.
This network has 3144 nodes and 11059 edges.
Tags: Social, Communication, Unweighted, Multigraph, …

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

dnc: DNC emails (2016)
A network representing the exchange of emails among members of the Democratic National Committee, in the email data leak released by WikiLeaks in 2016.
This network has 2029 nodes and 12085 edges.
Tags: Social, Communication, Unweighted, Multigraph
https://networks.skewed.de/net/dnc

as_skitter: Skitter IP graph (2005)
An aggregate snapshot of the Internet Protocol (IP) graph, as measured by the traceroute tool on CAIDA's skitter infrastructure, in 2005.
This network has 1696415 nodes and 11095298 edges.
Tags: Technological, Communication, Unweighted
https://networks.skewed.de/net/as_s…

email_company: Manufacturing company email (2010)
A network of emails among employee email addresses at a mid-sized manufacturing company. Each directed edge represents an email sent from address i to address j. Edges are timestamped, and occurred over a 6 month period in an unspecified year.
This network has 167 nodes and 82927 edges.
Tags: Social, Communication, Unweighted, Multigraph, Timestamps

email_eu: Email network (EU research inst.)
An email network (anonymized) from a large European research institution, collected from October 2003 to May 2005 (18 months). Each node corresponds to an email address, and a directed edge exists between nodes i and j, if i sent at least one message to j.
This network has 265214 nodes and 420045 edges.
Tags: Social, Communication, Unweighted

lkml_thread: Linux kernel mailing list
A bipartite network of contributions by users to threads on the Linux kernel mailing list. A left node is a person, and a right node is a thread, and each timestamped edge (i,j,t) denotes that user i contributed to thread j at time t. The date of the snapshot is not given.
This network has 379554 nodes and 1565683 edges.
Tags: Social, Communication, Unweighted, Timestamps

wiki_talk: Wikipedia talk networks
Interactions among users of 10 language-specific Wikipedias: Arabic, Chinese, Dutch, English, French, German, Italian, Portuguese, Russian, and Spanish. Nodes are registered wiki editors, and an edge represents a user i having written a message on user j's talk page. Edges are timestamped. The precise dates of the snapshots are uncertain.
This network has 519403 nodes and 6729794 edges.
Tags: Social, Communication, Unweighted, Multigra…

as_skitter: Skitter IP graph (2005)
An aggregate snapshot of the Internet Protocol (IP) graph, as measured by the traceroute tool on CAIDA's skitter infrastructure, in 2005.
This network has 1696415 nodes and 11095298 edges.
Tags: Technological, Communication, Unweighted
https://networks.skewed.de/net/as_s…

email_enron: Email network (Enron corpus)
The Enron email corpus, containing all the email communication from the Enron corporation, which was made public as a result of legal action. Nodes are email addresses and node i links to node j if i sent at least one email to address j. Non-Enron email addresses are also present, but only their links to/from Enron addresses are observed.
This network has 36692 nodes and 367662 edges.
Tags: Social, Communication, Unweighted, Multigr…

route_views: Route Views AS graphs (1997-1998)
733 daily network snapshots denoting BGP traffic among autonomous systems (ASs) on the Internet, from the Oregon Route Views Project, spanning 8 November 1997 to 2 January 2000. Data collected by NLANR/MOAT.
This network has 3505 nodes and 6856 edges.
Tags: Technological, Communication, Unweighted, Temporal