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Open World Forum 2013 - What’s next for Open Source Communities?SpagoWorld
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ipoque has analyzed the Internet traffic in five regions of the world between August and September 2007. Comprehensive statistics about user behavior provide a unique overview of the Internet’s current state. While the emphasis of last year’s ipoque sur- vey was on peer-to-peer (P2P) file sharing, this study also includes data about Internet telephony (VoIP), Skype, video streaming, instant messaging (IM), file hosting and encrypted P2P protocols. Three petabytes of anonymous data representing over one million users in Australia, Eastern Europe, Germany, the Middle East and Southern Europe have been analyzed. The results for these different regions vary considerably. P2P produces, on average, between 49 and 83 percent of all Internet traffic with nighttime peaks of over 95 percent. About 20 percent of P2P traffic is already encryp- ted. Skype is by far the most popular Internet telephony service.
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IETF Tutorial. IETF-LAC (IETF in Latin America and the Caribbean). Bogota, 28 Sep 2015.
This presentation summarizes the objectives of GAIA IRTF Research Group, and talks about some examples of the things being discussed: community networks, alternative networks, new protocol proposals as Simplemux, etc.
SC4 Hangout 1: BDE-Transport Webinar Simon ScerriBigData_Europe
BigDataEurope organized its first webinar on the 21st September 10h00-11h00 (CET) to introduce the BigDataEurope project, in particular the domain of Smart, Green, and Integrated Transport.
The presentation was created and presented by Simon Scerri from the University of Bonn.
Big data: uncovering new mobility patterns and redefining planning practicesMickael Pero
Using representations and data that are digital, we can create images about what happens where and when in cities, including mobility patterns that remained unaccounted until now. If properly analysed, big data for mobility can radically improve the socioeconomic and environmental analysis of public and sustainable transport. This session will discuss how big data is affecting mobility in terms of new travel behaviour and transport planning. At the user level, the relations between social networks, social media usage and travel behaviour in EU countries will be discussed. Scientific insight on the social media usage of millennial students in EU countries to understand their impact on social activities and mobility in urban areas will be presented. At the planer level, responses to changes in mobility patterns or unaccounted needs given by the analysis of public transport smart data will be presented. Advances on an integrated accessibility index will be discussed as a way for policy makers to improve current transport planning practices. Yet, big data in transport is not immune from some problems, especially those relating to statistical validity, bias and incorrectly imputed causality. This point will be discussed alongside liability, since Big data is gathered and manipulated by many different stakeholders. The proposed panel discussion therefore aims to provide to the audience a clear understanding on ways in which big data affects travel behaviour and transport planning, while accounting for data quality and pan European standardisation aspects.
Guest lecture given at Carnegie-Mellon University April 29. 2014. Describes the history of digital technology in book publishing and six aspects of disruption: the retail market, interoperability, self-publishing, content forms, revenue models, and copyright.
Open World Forum 2013 - What’s next for Open Source Communities?SpagoWorld
The presentation supported the speech "What's next for Open Source Communities?" given by Gabriele Ruffatti - founder of the SpagoWorld initiative and President of OW2 - during the Community Summit track at Open World Forum 2013. http://www.spagoworld.org/
ipoque has analyzed the Internet traffic in five regions of the world between August and September 2007. Comprehensive statistics about user behavior provide a unique overview of the Internet’s current state. While the emphasis of last year’s ipoque sur- vey was on peer-to-peer (P2P) file sharing, this study also includes data about Internet telephony (VoIP), Skype, video streaming, instant messaging (IM), file hosting and encrypted P2P protocols. Three petabytes of anonymous data representing over one million users in Australia, Eastern Europe, Germany, the Middle East and Southern Europe have been analyzed. The results for these different regions vary considerably. P2P produces, on average, between 49 and 83 percent of all Internet traffic with nighttime peaks of over 95 percent. About 20 percent of P2P traffic is already encryp- ted. Skype is by far the most popular Internet telephony service.
Ariadne: Report on the Initial Assessment of Online Accessariadnenetwork
D5.2 is a report on the initial assessment of online access to the services offered through the ARIADNE Infrastructure based on an analysis of the web statistics for the websites in question (the main ARIADNE website and the three online transnational access data providers) and taking into account the impact of the dissemination (and other) activities of the project which may contribute to the number of people who both visit the services to see what is available and who also are, or become, end users (i.e. repeat visitors).
IETF Tutorial. IETF-LAC (IETF in Latin America and the Caribbean). Bogota, 28 Sep 2015.
This presentation summarizes the objectives of GAIA IRTF Research Group, and talks about some examples of the things being discussed: community networks, alternative networks, new protocol proposals as Simplemux, etc.
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BigDataEurope organized its first webinar on the 21st September 10h00-11h00 (CET) to introduce the BigDataEurope project, in particular the domain of Smart, Green, and Integrated Transport.
The presentation was created and presented by Simon Scerri from the University of Bonn.
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Using representations and data that are digital, we can create images about what happens where and when in cities, including mobility patterns that remained unaccounted until now. If properly analysed, big data for mobility can radically improve the socioeconomic and environmental analysis of public and sustainable transport. This session will discuss how big data is affecting mobility in terms of new travel behaviour and transport planning. At the user level, the relations between social networks, social media usage and travel behaviour in EU countries will be discussed. Scientific insight on the social media usage of millennial students in EU countries to understand their impact on social activities and mobility in urban areas will be presented. At the planer level, responses to changes in mobility patterns or unaccounted needs given by the analysis of public transport smart data will be presented. Advances on an integrated accessibility index will be discussed as a way for policy makers to improve current transport planning practices. Yet, big data in transport is not immune from some problems, especially those relating to statistical validity, bias and incorrectly imputed causality. This point will be discussed alongside liability, since Big data is gathered and manipulated by many different stakeholders. The proposed panel discussion therefore aims to provide to the audience a clear understanding on ways in which big data affects travel behaviour and transport planning, while accounting for data quality and pan European standardisation aspects.
Introducing the Global Observatory on Peer-to-Peer, Community Self-Consumpti...Leonardo ENERGY
Launched in September 2019, the Global Observatory is a three-year collaborative research project led by University College London (UCL) under the User-Centred Energy Systems Technical Collaboration Programme by the International Energy Agency (IEA). It represents a forum for international collaboration to understand the policy, regulatory, social and technological conditions necessary to support the wider deployment of peer-to-peer, community self-consumption and transactive energy models. It includes 130 participants from 10+ countries, representing a range of sectors (academia, industry, non-profits) and currently working on the researching and implementation of these new business models. To learn more, please visit: https://userstcp.org/annex/peer-to-peer-energy-trading/.
Keynote Presentation given at US Patent and Trademark Office conference on Developing the Digital Marketplace for Copyrighted Works, January 25, 2018, Washington, DC
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The IoT and OT threat landscape report has been prepared by the Threat Research Team at Sectrio using data from Sectrio, cyber threat intelligence farming facilities spread across over 85 cities around the world. In addition, Sectrio also runs AI-based advanced threat and payload engagement facilities that serve as sinks to attract and engage sophisticated threat actors, and newer malware including new variants and latent threats that are at an earlier stage of development.
The latest edition of the OT/ICS and IoT security Threat Landscape Report 2024 also covers:
State of global ICS asset and network exposure
Sectoral targets and attacks as well as the cost of ransom
Global APT activity, AI usage, actor and tactic profiles, and implications
Rise in volumes of AI-powered cyberattacks
Major cyber events in 2024
Malware and malicious payload trends
Cyberattack types and targets
Vulnerability exploit attempts on CVEs
Attacks on counties – USA
Expansion of bot farms – how, where, and why
In-depth analysis of the cyber threat landscape across North America, South America, Europe, APAC, and the Middle East
Why are attacks on smart factories rising?
Cyber risk predictions
Axis of attacks – Europe
Systemic attacks in the Middle East
Download the full report from here:
https://sectrio.com/resources/ot-threat-landscape-reports/sectrio-releases-ot-ics-and-iot-security-threat-landscape-report-2024/
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Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Dev Dives: Train smarter, not harder – active learning and UiPath LLMs for do...UiPathCommunity
💥 Speed, accuracy, and scaling – discover the superpowers of GenAI in action with UiPath Document Understanding and Communications Mining™:
See how to accelerate model training and optimize model performance with active learning
Learn about the latest enhancements to out-of-the-box document processing – with little to no training required
Get an exclusive demo of the new family of UiPath LLMs – GenAI models specialized for processing different types of documents and messages
This is a hands-on session specifically designed for automation developers and AI enthusiasts seeking to enhance their knowledge in leveraging the latest intelligent document processing capabilities offered by UiPath.
Speakers:
👨🏫 Andras Palfi, Senior Product Manager, UiPath
👩🏫 Lenka Dulovicova, Product Program Manager, UiPath
Builder.ai Founder Sachin Dev Duggal's Strategic Approach to Create an Innova...Ramesh Iyer
In today's fast-changing business world, Companies that adapt and embrace new ideas often need help to keep up with the competition. However, fostering a culture of innovation takes much work. It takes vision, leadership and willingness to take risks in the right proportion. Sachin Dev Duggal, co-founder of Builder.ai, has perfected the art of this balance, creating a company culture where creativity and growth are nurtured at each stage.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
GraphRAG is All You need? LLM & Knowledge GraphGuy Korland
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1. Unifying Large Language Models and Knowledge Graphs: A Roadmap.
https://arxiv.org/abs/2306.08302
2. Microsoft Research's GraphRAG paper and a review paper on various uses of knowledge graphs:
https://www.microsoft.com/en-us/research/blog/graphrag-unlocking-llm-discovery-on-narrative-private-data/
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Epistemic Interaction - tuning interfaces to provide information for AI supportAlan Dix
Paper presented at SYNERGY workshop at AVI 2024, Genoa, Italy. 3rd June 2024
https://alandix.com/academic/papers/synergy2024-epistemic/
As machine learning integrates deeper into human-computer interactions, the concept of epistemic interaction emerges, aiming to refine these interactions to enhance system adaptability. This approach encourages minor, intentional adjustments in user behaviour to enrich the data available for system learning. This paper introduces epistemic interaction within the context of human-system communication, illustrating how deliberate interaction design can improve system understanding and adaptation. Through concrete examples, we demonstrate the potential of epistemic interaction to significantly advance human-computer interaction by leveraging intuitive human communication strategies to inform system design and functionality, offering a novel pathway for enriching user-system engagements.
UiPath Test Automation using UiPath Test Suite series, part 3DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 3. In this session, we will cover desktop automation along with UI automation.
Topics covered:
UI automation Introduction,
UI automation Sample
Desktop automation flow
Pradeep Chinnala, Senior Consultant Automation Developer @WonderBotz and UiPath MVP
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
2. Hadopi’s missions
An independent public authority :
Protecting works from copyright infringements (graduated
response) ;
Encouraging the development of online legal offers ;
Regulating the use of technical protection measures ;
Observing legal and illegal consumption and use of cultural
contents on the Internet.
Raising awareness on copyright and creation issues (ex:
educational
workshops
towards
the
educative
community)
23/10/2013 - 2
3. The graduated response
procedure in a nutshell
An awareness-raising mechanism, designed to convert
illicit practices into legal consumption
Impose penalties only as a last resort
23/10/2013 - 3
4. The current debates in France regarding
our missions and institution
The “Lescure report” (on France’s cultural
policies to the digital age)
The
suppression
of
the
one-month
suspension of internet access additional
penalty
A recent attempt to transfer the institution’s
missions via an act on public broadcasters
A bill to be examined in 2014
23/10/2013 - 4
23/10/2013 - 4
6. Observing legal and illegal uses on the
Internet
Lack of data
Technical & legal constraints
Definition of a work schedule (contents, circulation,
user)
Gathering :
Qualitative methodologies
Quantitative methodologies
Computer science research
23/10/2013 - 6
7. Application case : YouTube status
Qualitative methodologies « Digital Natives »
Various perception of illegality depending on the practice
« Well you know, I mean I don’t know, I think it is illegal sometimes on
YouTube as well. I can listen to unlimited music for free » (22-24)
« When you get full recent movies, you can wonder whether it is
actually legal » (19-21)
23/10/2013 - 7
8. Application case : YouTube status
Computer science research
« Streaming platforms contents taxonomy »
Selected on the basis of their popularity in France (YouTube and
Dailymotion)
Representative sample (3000 videos) obtained by random walk
Disclaimers
Suggested and public videos
No localisation
Manual categorization of the content
23/10/2013 - 8
9. Application case : YouTube status
Computer science research
« Streaming platforms contents taxonomy »
Music videos are by far
the most popular. 25% of
them are « official ».
Next in popularity come
the movies (full or
organized in sequences)
(2,6%)
23/10/2013 - 9
10. Application case : YouTube status
Quantitative methodologies
Consumption diaries
On average, music consumers have listened to 17.4 titles on streaming websites
and downloaded 6.4 titles.
Weekly individual average consumption for each cultural good, in France
(nombre de biens culturels
sur une semaine)
Consommateurs**
(53761)
17,1 (morceaux de
musique/vidéo clips)
Streaming
2,3
(3171)
2,8
(6134)
2,3
(1242)
-
**Consommateurs de biens culturels de la catégorie concernée au moins une fois au cours de la semaine de référence
23/10/2013 - 10
11. Application case : YouTube status
Quantitative methodologies
Consumption diaries
YouTube is widely used among respondents to access digital cultural contents :
Streaming
Download
Music
54%
25%
Movies
18%
3%
TV shows
7%
2%
Books
2%
1%
54% of the respondents who stream music are using
music in streaming.
to access
23/10/2013 - 11
13. Bias
Representativeness and significance
The use of samples
For the results to be relevant, the sample used
must satisfy two requisites:
To be representative of the “system” studied
To be “large enough” (n) to be significant
( 2 × 𝑒𝑟𝑓 −1 (1 − 𝑒))2 × 𝑝(1 − 𝑝)
𝑛=
𝑒2
23/10/2013 - 13
14. Bias
Correlation and causality
Correlation between X and Y is computed as follows:
𝐶𝑜𝑟𝑟𝑒𝑙𝑎𝑡𝑖𝑜𝑛(𝑋, 𝑌) =
𝑥− 𝑥
𝑥− 𝑥
2
𝑦− 𝑦
𝑦− 𝑦
2
Correlation means that X and Y evolve:
in the same way (if the correlation is positive)
or in the inverse way (if the correlation is negative)
in different ways (if correlation is near to zero)
Possibilities
X causes Y
Y causes X
Y causes X and X causes Y
A third factor causes X and Y
Coincidence
23/10/2013 - 14
15. Correlation and causality
• Those two variables are
clearly correlated
• But surely no cause to
effect link between them
4 P2P apps (non BT) Audience UV
4 P2P apps (non BT)
Australian coal metric ton price
Correlation = 0.763
Source : comScore MMX, France, sample of French internet users aged 6+, oct. 2012 – sept. 2013. P2P apps category as
custom-defined by Hadopi (BearShare (App), Shareaza (App), eMule (App), Ares Galaxy - P2P (App)).
Source : http://www.indexmundi.com
23/10/2013 - 15
16. Misinterpretation and
extrapolation
Attributing more sense to a measure than it actually has.
Can’t be mathematically modeled.
Example on one Torrent directory portal : no relation proven between
global piracy and sites UV audience
Pages Viewed (MM)
Unique Visitors (M)
3 600
240
3 400
220
3 200
200
3 000
180
2 800
160
2 600
140
2 400
120
2 200
100
Source : comScore MMX, France, sample of French internet users aged 6+, oct. 2012 – sept. 2013 One Torrent
Directory portal.
23/10/2013 - 16
23/10/2013 - 16
17. Bias
Misinterpretation and extrapolation
26 DDL platforms
Total pages viewed
With or without Mega
« possible curiosity effect »
Summer period
« Possible circumstances effect »
Source : comScore MMX, France, sample of French internet users aged 6+, june 2012 – august. 2013 DDL plateforms category as
custom-defined by Hadopi, including : 1FICHIER.COM, UPLOADED.NET, TURBOBIT.NET, PUTLOCKER.COM,RAPIDGATOR.NET,
UPTOBOX.COM, MEDIAFIRE.COM, MEGA.CO.NZ, UPLOADING.COM, HOTFILE.COM, MEGASHARES.COM, etc.
23/10/2013 - 17
18. Impact analysis - Big picture
Decline in P2P use in France after Hadopi implementation
according to IFPI’s data
7 000
000 users
6 500
6 000
5 500
Deeper observations are needed to
analyze this recent trend.
5 000
4 500
4 000
3 500
According to these IFPI’s data, with no comments on the methodology – considering
we are talking about gathered data – we observe 3 trends, the less significative of
which needs a deeper analysis :
Strong decrease the first year
Inflexion in September 2011
Remains limited
Source : IFPI (Nielsen Data)
23/10/2013 - 18
19. Impact analysis – Focus 2012-2013
Torrent & other P2P Apps (Unduplicated UV)
8 200
000
8 000
7 800
7 600
4 BT apps
7 400
1 UV = the app starts
running at least once
(including passive
uses) for an individual
in a month.
7 200
P2P apps audience since July
2012
4 600
4 400
000
4 200
4 000
3 800
3 600
4 P2P apps
3 400
3 200
Source : comScore MMX, France, sample of French internet users aged 6+, juil. 2012 – sept. 2013 BT apps (uTorrent (App),
Azureus (App), BitComet (App), BitTorrent(App)) and P2P apps (BearShare (App), Shareaza (App), eMule (App), Ares Galaxy P2P (App)) categories as custom-defined by Hadopi
23/10/2013 - 19
20. Impact analysis – Focus 2012-2013
Torrent directory portal (UV) (1/3)
5 600
5 400
000
5 200
5 000
What could this trend observed
specifically on torrent directory
portals mean ?
4 800
4 600
4 400
More details are needed
for a straight conclusion
Unduplicated UV
8 Torrent directory portals
4 200
It shows a raise in the number of unique visitors on torrent directory portals
But doesn’t inform on their uses when visiting those portals (quitting or
downloading)
Considering the biases listed, it does need more details to conclude (Case by
case basis and pages viewed).
Source : comScore MMX, France, sample of French Internet users aged 6+, juil. 2012 – sept. 2013 Torrent directory portal
category as custom-defined by Hadopi (T411.me, CPasBien.com, TorrentFrancais.com, SmarTorrent.com, IsoHunt.com,
OmgTorrent.Com, TorrentReactor.net, Mininova.org)
23/10/2013 - 20
21. Impact analysis – Focus 2012-2013
Torrent directory portal (ADV) (2/3)
600
500
Average Daily Visitors
Case by case basis
000
400
300
200
100
0
Actually :
On a case by case basis (on the 8 major torrent directory portals)
the number of average daily visitors remains pretty stable
Source : comScore MMX, France, sample of French internet users aged 6+, june 2012– sept. 2013 Torrent directory portal
category as custom-defined by Hadopi
23/10/2013 - 21
22. Impact analysis – Focus 2012-2013
Torrent directory portal - Pages viewed (3/3)
400
350
000
300
250
200
150
100
50
Pages viewed
8 Torrent directory portals
Global piracy may be
different from UV audience
0
Moreover, the number of pages viewed remains stable as well
Pages viewed could be the most relevant indicator about a volume
of piracy. A visitor is not a downloader, and one visit can find
various explanations.
It highlights the need of relevant data to analyze piracy and
the impact of public policies
Source : comScore MMX, France, sample of French internet users aged 6+, june 2012– sept. 2013 Torrent directory portal category as custom23/10/2013 - 22
defined by Hadopi (T411.me, CPasBien.com, TorrentFrancais.com, SmarTorrent.com, IsoHunt.com, OmgTorrent.Com, TorrentReactor.net,
Mininova.org)
23/10/2013 - 22
23. Stability is not enough
Hadopi’s current projects
Meanwhile, in addition to the observation task, the institution as a
whole is working on « Outside the box » possibilities :
Strengthening the fight against commercial counterfeiting ?
illegal streaming and direct download websites (& Bit Torrent sharing
protocol)
websites themselves
technical and financial intermediaries
Assessing the ability to model a system of proportional
remuneration of sharing ?
Websites generating incomes with the content shared (not end
consumers)
Different from a « voluntary collective licensing » or a « global license » (a
proportional amount versus a flat-fee)
In partnership with a French public research body fully dedicated to
computational sciences (INRIA)
Need to address technical, financial and legal issues.
23/10/2013 - 23