OW2con'14 - keynote from Institut Mines Telecom
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The document discusses the evolution from competition to cooperation in innovation through open source platforms. It argues that pure competition leads to monopolies that stifle innovation, whereas open platforms allow for synergies between private companies and commons. To develop sustainable open source models, the document suggests financing platforms through companies' assessments of value received and contributions made, as well as cultivating a spirit of shared development among individuals. It proposes several approaches for OW2 platforms, including living labs, intelligent agent needs, and data-oriented applications.
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This document discusses incorporating iPads into an elementary reading block using a blended learning model. It proposes a plan where students access materials, participate in online discussions, and use ePortfolios on iPads while the teacher manages discussions and provides individual support. Data collection includes student surveys, reflections, and portfolios. Analysis found students engaged when using iPads, enjoyed collaborating, and organizing was easier. Most students felt using iPads for reading was "awesome". Next steps discuss incorporating ePortfolios to help students become self-regulated learners.
Itf ipp ch07_2012_final
Here are the steps to solve this example:
1. O'Neill Machinery's taxable income is $1,445,500 which is greater than the $659,000 cost of the asset, so the full $500,000 Section 179 deduction can be taken.
2. The Section 179 deduction reduces the asset basis to $159,000 ($659,000 original cost - $500,000 Section 179 deduction).
3. The MACRS depreciation on the remaining $159,000 basis is 14.29% of $159,000 = $22,701 (using the MACRS table for a 7-year asset).
4. The total depreciation deduction for the current year is
OCEAN - support for Open Cloud projects, Yuri Glikman, Fraunhofer FOKUS
OCEAN provides four services to support open cloud projects: 1) An online Open Cloud Directory that catalogs open source cloud software and documentation from European and Japanese projects; 2) ETICS, a build, test and quality verification support service for open source projects; 3) An Open Cloud Interoperability Framework and Roadmap that maps projects to standards and identifies opportunities for collaboration; 4) Open Cloud Plugfests to test interoperability between projects and compliance with standards. The overall goal is to foster collaboration and innovation in open source cloud computing in Europe and beyond.
Blogtabai talk: Blogging Perspectives
The document discusses blogging and how to make money through blogging. It defines what a blog is and provides interesting statistics about the growth of blogging. It outlines what it takes to be a blogger and the potential of blogging for driving traffic and making money. Specific strategies are presented for driving traffic through niche blogging, social networking, search engine optimization and contests. Ways to make money from blogging include advertisements, sponsored posts, reviews and referral programs. Common myths about making money blogging are also debunked.
Project Progress
The document discusses using MapReduce for machine learning algorithms on multi-core systems. It describes segmenting images into regions of interest for feature extraction using SIFT and SURF descriptors. Machine learning algorithms like AdaBoost, locally weighted linear regression, naive Bayes, and support vector machines are proposed to fit the MapReduce model by dividing data and computation across multiple cores. Experimental results show nearly 2x speedup on 2 cores and 54x speedup on 64 cores by parallelizing algorithm computations.
Using videos in English class
The document discusses using videos in English language classes and provides 10 techniques for how to effectively incorporate videos. It explains that videos can help students improve their English comprehension, speaking, and writing skills. Some of the 10 techniques described are silent viewing where students watch without sound to guess what is happening, roleplaying scenes from videos, and having students predict what will happen next in a video. The overall goal of using videos and these techniques is to make English learning fun and engaging for students.
Using Community Clouds for Load Testing- the ProActive CLIF solution, OW2con'...
This presentation shows how the 2 OW2 frameworks CLIF and ProActive are successfully used together in order to provide Cloud Enabled Load Injection.
What's new with Petals ESB ? OW2con'12, Paris
As a reminder, Petals ESB is an Enterprise Service Bus created in 2005 and hosted by OW2. Thanks to a service approach and the SOA paradigm, Petals aims at reducing the coupling between applications. Beyond the usual integration use case, Petals can be seen as a backbone infrastructure in information systems. This allows applications to focus on their business and reduces the complexity of informations systems thanks to a better modularization. One of the most notable aspect of Petals ESB is that it is distributed (several physical servers make a single virtual one). This alternative approach to clusters gives a lot of flexibility and allows several architecture solutions (geographical distribution, high availability, load balancing...).
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ETICS- quality certification of open source cloud software, OW2con'12, Paris
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Building Confidence into Products starts with upstream citizenship
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OCEAN - support for Open Cloud projects, Yuri Glikman, Fraunhofer FOKUS
OCEAN - support for Open Cloud projects, Yuri Glikman, Fraunhofer FOKUS
Using Community Clouds for Load Testing- the ProActive CLIF solution, OW2con'...
Using Community Clouds for Load Testing- the ProActive CLIF solution, OW2con'...
Similar to OW2con'14 - keynote from Institut Mines Telecom
Open Innovation & eco-innovation
Open Innovation in Global Networks discusses how companies are increasingly opening up their innovation processes and collaborating with external partners in global networks. It describes three types of open innovation and how companies implement open innovation through different modes depending on their industry. The document also discusses how open innovation influences policy making and is persuasive for eco-innovators to collaborate in seminars like the integration seminar.
‘It’s an NREN World’; so… what’s an NREN these days?
4 June 2013
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Convergence
Most discussed topics in the document were challenges around eliminating barriers to technology like broadband infrastructure and copyright policy. Recommended actions included recognizing rights of open source software creators, creating an EU fund for audiovisual licensing, and empowering citizen control over data. Accelerating technology growth challenges included fragmentation, and recommendations were interoperability standards and preventing data lock-ins. Accelerating business growth challenges involved funding and training, and recommendations included pan-European crowdfunding and classifying content creators as highly skilled.
We are sensorica december 2016
The document describes SENSORICA, an open innovation and peer production network based in Montreal. It discusses how open and collaborative networks can accelerate innovation by reducing costs. SENSORICA builds partnerships between traditional stakeholders and new stakeholders using approaches like hackathons and workshops. It has developed an Open Value Network model and infrastructure to support large-scale collaboration and turn networks into economic agents. The document requests funding to improve SENSORICA's physical space and IT infrastructure to further support open innovation.
Power of platforms book overview
This document summarizes key points from a book about digital platforms and innovation in a digitalizing world. It discusses how platforms are becoming important ecosystems that enable collaborative innovation between large and small companies as well as citizens. Platforms combine collaborative innovation, network effects, economies of scale, and user participation. They are on the rise in many industries like ICT, manufacturing, healthcare, and more. The document provides examples of platforms in areas like app stores, healthcare, 3D printing, and crowdfunding. It also outlines challenges platforms bring through new competition, potential monopolistic behavior, user lock-in, and market disruption.
Collective Awareness and Digital Social Innovation in the European Union
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The document discusses ING's journey towards architecting for 400 agile squads. It summarizes ING's transformation from a traditional IT organization in 2009 to one organized into 400 business-aligned development squads by 2015. This included transitioning to agile methods, continuous delivery, hiring and developing software engineering talent, and establishing platform engineering teams to provide shared services and tools to other squads. The role of traditional architecture is changing in this new environment where engineering communities and expertise determine standards.
Dialogue with the future kune
This document discusses perspectives on social and societal renewal, including creating a knowledge society and learning society. It addresses how to boost renewal capital through creativity, innovation and reform. It advocates for shared contexts for innovation like future centers and living labs to address challenges. It also discusses mapping a nation's intellectual capital and closing the innovation divide between regions. Overall, the document promotes the development of innovation ecosystems and enabling workspaces to foster continuous learning, innovation and competitiveness.
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This document discusses perspectives on social and societal renewal, including creating a knowledge society and learning society. It addresses how to boost renewal capital through creativity, innovation and reform. It advocates for shared contexts for innovation like future centers and living labs to address challenges. It also discusses mapping a nation's intellectual capital and closing the innovation divide between regions. Overall, the document promotes the development of innovation ecosystems and enabling workspaces to foster continuous learning, innovation and competitiveness.
Platform Thinking within the Third Generation Science Park Concept
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Advancing Your Energy Project
This document outlines strategies for effectively communicating about energy projects with communities. It emphasizes the importance of transparency, educating people about projects with fact-based information, and addressing concerns. Case studies show how creating a clear project identity and messaging, along with tools like fact sheets, videos, and websites helped gain support for proposed LNG terminals and introduce the Smart Grid concept. The key is tailoring communications to different audiences in a consistent, timely manner.
Platform Ecosystem and Layered Molular Architecture
When the digital technology penetrates universally, it affects the product architecture and the organizing logic of the enterprise, and also changes the information system and the form used by the enterprise. Therefore, IoT, AI, Big Data etc which are currently talked about must also be considered in line with such flow. As a new architecture, the layered modular architecture consisting of four layers of devices, networks, services, and contents is a hot topic. This also affects how enterprises organize innovation and provide services. There is also a paper that examines the direction of such changes by platform theory. Interestingly, when analyzing the relationship between developers outside the organization and platformers, developers exclusively set periods to earn with their own applications for a certain period of time in order to increase the incentive of developers . It incorporates rights holding close to a kind of patent on the platform. There is approaching platform governance that is evolving rapidly.
Peter Bjørn Larsen - Öresund Smart City Hub
This document discusses the Öresund Smart City Hub project, which aims to create an open data platform to spur innovation using public sector data from municipalities in the Öresund region. The project seeks to (1) use challenges related to sustainability goals in municipalities to drive economic growth, (2) create a cross-border platform for collaboration opportunities, and (3) make the region a leading smart city test bed. Examples of similar open data platforms from Dublin, Helsinki, Amsterdam, and London are provided.
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Rebooting the OpenContrail Community
Juniper's plans to reboot the OpenContrail community and transition from a Juniper-led project to a community led project. We need your help. Get involved.
Open Innovation: What are the challenges, where do we go?
This document summarizes a presentation on open innovation challenges and directions. It discusses the history and theory of open innovation, noting it recognizes not all ideas can be developed internally. Elements of the open innovation model include the proportion of in-house vs external R&D and proprietary vs non-proprietary IP strategies. Digital convergence and platforms have implications for open innovation, requiring engagement with external ideas, technologies, and assets. Business model options are more varied in multi-invention contexts. Aligning complementary assets and partners is key, as emphasized by Adner's "wider lens" approach. Sensing external opportunities and seizing them through collaboration are ongoing challenges for open innovation.
Smart Buildings & Infrastructure Western Cape Summit 2017
This document provides an overview of a project to develop a new community called Saint Louis. It discusses the project's ambitions to provide social, economic, environmental, cultural and political conditions for individuals and communities to flourish. Key aspects of the project include establishing a sustainability charter, using new technologies and practices, and creating a social innovation hub. The community aims to be a living lab for experiments in well-being, sustainability best practices, connectivity, and collaboratively governed use of resources.
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The document discusses the connected car concept and the innovation processes related to connected vehicles. It covers five generations of innovation (1G to 5G) and describes how each generation incorporated more collaboration and open innovation. It discusses how digital technologies and platforms are enabling new connected car services and ecosystems. The document also outlines some of the business and technology challenges automakers face in developing connected vehicle solutions and integrating them with the broader mobility ecosystem.
Bournemouth University Media School research day, 30 April, 2014 - Bournemout...
This 90 minute presentation and discussion was given by Steve Brewer and David Rees at the Bournemouth University Media School research day on 30 April, 2014. The full title for the talk was: Strategies for Growth for Creative Digital Clusters: The Road to Bournemouth Pier.
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More from OW2
OW2 and RIOS teaming up to boost the open source impact, Nov. 2022 in Roma
This presentation is given by Stefano Pampaloni at the RIOS Open Source Week, Nov. 2022 in Roma.
Abstract: Established in 2007 as a non-profit organisation, OW2 is an independent community dedicated to promoting open source software for information systems and fostering their business ecosystems. OW2 federates 50+ organizations and 2500+ IT professionals worldwide. OW2 hosts 50+ technology Projects. RIOS is an Italian network of companies established in 2015 aiming to improve open source adoption and to build sustainable businesses around it
OW2 and RIOS are working together to foster collaboration between European open-source stakeholders.
The Open Source Good Governance Initiative presented at RIOS OS Week, Nov. 20...
The Good Governance Initiative (GGI) proposes a methodological framework to assess open-source awareness, compliance and governance in any kind of organizations, helping them to structure and improve the use of FOSS towards an OSPO. The GGI was initiated by OW2 and is developed by the OSPO Alliance. This presentation will give an overview of the initiative, its organization, roadmap, first achievements and next steps.
GLPi v.10, les fonctionnalités principales et l'offre cloud
Presentation de la solution open source GLPi lors de la session "Open cloud by OW2" dans la conférence Cloud Datacenter + infra des 29 et 30 juin 2022 à Paris.
Centreon: superviser le Cloud et le Legacy à partir d'une même plateforme, po...
Presentation de la solution open source Centreon lors de la session "Open Cloud by OW2" à la conférence Cloud Datacenter+Infra des 29 et 30 juin à Paris.
FusionIAM : la gestion des identités et des accés open source
La solution FusionIAM est présentée dans la session "Open Cloud by OW2", organisée lors de la conférence Cloud Datacenter + Infra les 29 et 30 juin 2022 à Paris.
OW2 Association Européenne aux racines grenobloises, transformer l'industrie ...
Connaissez-vous OW2 ? Aventure commencée en 1999 à Grenoble sur la base d'un consortium industriel dédié au middleware open source, devenu association sans but lucratif d'échelle européenne en 2006 sous le nom d'OW2, nous agissons pour la diffusion du libre dans le monde professionnel depuis plus de 20 ans.
OW2 compte des adhérents de toute taille : 2.600 individuels en adhésion gratuite, et 30 institutionnels, de la TPE unipersonnelle à Orange, Microsoft ou Huawei, de l'Inria ou le Fraunhofer Fokus à la Gendarmerie Nationale ou la ville de Paris.
Nos projets sont plus célèbres que nous : ASM, Centreon, Lutece, PrestaShop, Sympa ou Rocket.Chat vous diront peut-être quelque chose ?
Philosophiquement, OW2 se trouve quelque part entre Eclipse et Apache : culture technique, infrastructure d'hébergement et d'assistance pour les projets, sur la ligne de crête entre l'esprit du libre et les contraintes du business, nous sommes un acteur de l'économie sociale, persuadé que l'open source est central dans une transformation sociétale nécessaire qui ne pourra se faire sans l'adhésion du monde industriel et académique.
A un tournant de notre histoire, nous investissons le créneau de la qualité industrielle des projets avec notre méthodologie "Market readiness Levels", et la gouvernance de l'open-source comme membre fondateur de l'OSPO Alliance (ospo.zone) et éditeur du guide méthodologique "OSS Good Governance handbook".
Ne nous y trompons pas : OW2 est un acteur éminemment politique, porteur d'une vision fondée sur la transformation du monde professionnel et de ses valeurs par le code et la coopération. Et cette présentation, avec un survol de notre histoire, adhérents, initiatives et projets, est également l'occasion d'en débattre.
SFScon'20 Bringing the User into the Equation
The document discusses three initiatives by OW2 to engage mainstream open source software users. It describes a beta-testing campaign platform to get user feedback, a market readiness levels assessment to help users evaluate projects, and an open source governance initiative to help users adopt best practices. The overall goal is to bring users into the open source ecosystem to help projects become more sustainable.
Towards a sustainable solution to open source sustainability, OW2online20, Ju...
A few years ago, Heartbleed epitomized a massive open source sustainability problem for critical parts of the internet infrastructure. The bug, which affected the popular OpenSSL cryptographic software library, notably compromised the confidentiality of 4.5 million US patient records and cost the industry an estimated $500M. It was soon revealed that the root cause of the issue was that OpenSSL was precariously understaffed. Open source sustainability became a major theme overnight. Stories of maintainer burn-out made the headlines. And tentative solutions started to emerge, most of them donation-based. In this talk we’ll explore a number of existing strategies to fund open source and make it more sustainable, from patronage to dedicated ad networks. And we’ll defend the idea that the best path to open source sustainability is to help companies understand the tangible business value they can get from contributing to open source.
Advanced proactive and polymorphing cloud application adaptation with MORPHEM...
Presentation of the advanced optimization concepts for cloud computing application using open source Melodic/Morphemic platform. It will cover application architecture polymorphing and proactive adaptation based on forecasted applications needs.
Open Source governance and the Eclipse Foundation, OW2online, June 2020
Presentation by Gael Blondelle, Managing Director at Eclipse Foundation.
Abstract:
In this talk, we will cover two complementary topics: The different Eclipse projects related to Open Source governance, like Eclipse SW360, SW360 Antenna, and Eclipse Steady, as well as the opportunity to leverage SW360 as the core of a larger Open Source governance initiative.
The Eclipse IP Process that has been applied to hundreds of Eclipse projects for more than 15 years and is going through a modernization process that involves both simplification from the developer point of view, and openness to new source of trusted data like Clearly Defined.
Open source contribution policies, OW2online, June 2020
Open source contribution policies are long, boring, overlooked documents, that generally suck. They're designed to protect the company at all costs. But in the process, end up hurting engineering productivity, and morale. Sometimes they even unknowingly put corporate IP at risk.
But that's not inevitable.
It's possible to write open source contribution policies that make engineers lives easier, boost morale and productivity, reduce attrition, and attract new talent. And it's possible to do so while reducing the company's IP risk, not increasing it.
In this talk, we'll look at the general structure of contribution policies, examples in the wild, and tactics to make them suck less.
We'll also look at how to turn these policies into self-service software, preventing the tedious email back and forth between engineering and legal in most cases and making open source contribution a breeze. Presentation by Tobbie Langel, UnLockOpen.
Software development at scale, pandemic lockdown and oss ecosystems, OW2onlin...
The document discusses using open source development techniques within companies through an approach called InnerSource. It suggests that InnerSource can help companies be more resilient, as open source projects have been during the COVID-19 pandemic, by breaking down silos and fostering distributed development communities within organizations. To effectively manage InnerSource, companies should use a data-driven approach and define metrics for people, processes, and community engagement to track success over time in a continuous improvement model.
Overview of the OpenChain Reference Tooling Work Group, OW2online20, June 2020
Presentation by Olivier Fendt, Senior Manager Open Source Software at Siemens.
Abstract: The well-known OpenChain project launched in Sept 2019 a Tooling Group. The objective of this group is to realize a turn-key Open Source toolchain for Open Source Compliance, which is / can be easily integrated in the software development CI/CD pipelines. The Tooling Group uses open source principles to accomplish this, creating a meritocracy producing real world solutions for real world challenges, and sharing these results with all interested parties. The presentation gives an overview of the Tooling group its objectives, the areas of focus, the current state and future plans.
Open Source Compliance at Orange, OW2online, June 2020
Presentation by Nicolas Toussaint, Software Architect, Orange.
Abstract: Orange and Orange Business Services have turned to full open source solutions to tackle the complex problem of respecting the open source legal compliance constraints.
This talk presents the journey undertaken the past few years to build and improve the existing tooling and processes to make compliance validation possible, as well as allow overseeing progresses.
Ideas, methods and tools for OSS Compliance assessment, OW2online, June 2020
Presentation by Boris Baldassari, Consultant, Castalia Solutions.
Abstract: While Open Source Software has become mainstream, the understanding of its key principles, from ethics and collaboration to governance and community management, is gaining more interest and attention. There is a comprehensive volume of studies and reports backing up our individual and collective experience, yet we still cannot reliably measure these characteristics, and even less clearly define or assess them.
In an attempt to build up confidence and foster maturity in this area, this talk will look at the various existing models and metrics related to OSS compliance and governance, and build upon them to propose methods and tools for their evaluation and analysis. We will discuss the requirements and essential questions to ask, offer guidelines for implementation and suggest efficient ways to present results.
Intelligent package management with FASTEN, OW2online, June 2020
Presentation by Amir Mir, TUDelft.
As recent events, such as the leftpad incident and the Equifax data breach, have demonstrated, dependencies on networks of external libraries can introduce projects to significant operational and compliance risks as well as difficult to assess security implications. FASTEN introduces fine-grained, method-level, tracking of dependencies on top of existing dependency management networks. In our talk, we will present how FASTEN works on top of the Rust/Cargo and Java/Maven ecosystems.
DECODER, a Smarter Environment for DevOps Teams , OW2online, June 2020
The DECODER project simplifies software library and component reuse, while ensuring that they will behave as expected by the developer. The DECODER central database (PKM) stores code-related artifacts and establish bindings between them, notably by generating formal specification from informal requirements or semi-formal models from source code. Presentation by Virgile Prevosto, CEA List.
Enabling DevOps for IoT software development, powered by Open Source, OW2onli...
Presentation by Hui Song, Senior Scientist, SINTEF. We would like to share our research journey towards enabling DevOps for IoT applications, and how Open Source makes the journey feasible and fun.
DevOps is widely adopted for developing cloud applications, which supports developers in continuously placing software changes directly to production. As companies are including IoT and Edge devices into their IT infrastructures, supporting DevOps for IoT is a must. However, IoT challenges some fundamental assumptions behind DevOps, such as the homogeneous infrastructure and centralized governance, and therefore, breaking-through research is needed. Funded by H2020, 30 people from 12 partners crossing academia and industry gathered to solve these fundamental challenges, which results in full-stack open source tools for automatic deployment, learning-based operation and security monitoring of IoT applications, and risk management of the development process. The tools are evaluated on industrial use cases in intelligent transportation, smart building, and eHealth.
The mass open source tools and communities around IoT development provides the sound foundation for this design research and the opportunities for the further exploitation of the results. In particular, we are proud of spinning off a start-up to commercialize the risk management services in the open source + SaaS model.
Upcoming Challenges in Artificial Intelligence Research and Development, OW2o...
Artificial Intelligence is now smarter than ever, showing human-like abilities at complex tasks such as images classification or natural language processing.
But despite its recent advances, it's still not a silver bullet. This talk will present a few challenges in the research and development of artificial intelligence that slow down its progress and adoption. In particular, problems around fairness, the training of models and how to share them will be introduced as well as possible Free Software solutions. Presentation by Vincent Lequertier, PhD Student, Lyon UNiverversity.
Cacti and Big Data at Orange France, OW2online, June 2020
We propose a walkthrough of current utilization of Open Source Software in capacity planning for the Orange network infrastructure.
The objective of our project is to have a platform that helps engineers to carefully plan the resources available to them as well as to correlate different incidents within remote parts of the infrastructure.
In order to achieve this we started using Cacti with the Spine collector which worked great, but Orange France is a very large company with many entities, each with its own governance, and so we began to see some limitations.
There was a need to centralize some information from different parts in Orange France as well as to integrate the equipment capacity and load values into BigData Orange.
In order to achieve this we developed the “Puits de donneés” platform completely based on Open Source Software.
The visualization and statistical analysis part is handled by Grafana while the ETL runs on Apache Software Foundation products like NiFi, Zookeeper and Ambari with a storage solution from MariaDB for which we did extensive performance tuning and customization due to the large amounts of data.
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OW2 and RIOS teaming up to boost the open source impact, Nov. 2022 in Roma
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The Open Source Good Governance Initiative presented at RIOS OS Week, Nov. 20...
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GLPi v.10, les fonctionnalités principales et l'offre cloud
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Centreon: superviser le Cloud et le Legacy à partir d'une même plateforme, po...
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FusionIAM : la gestion des identités et des accés open source
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OW2 Association Européenne aux racines grenobloises, transformer l'industrie ...
OW2 Association Européenne aux racines grenobloises, transformer l'industrie ...
Towards a sustainable solution to open source sustainability, OW2online20, Ju...
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Advanced proactive and polymorphing cloud application adaptation with MORPHEM...
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Open Source governance and the Eclipse Foundation, OW2online, June 2020
Open Source governance and the Eclipse Foundation, OW2online, June 2020
Open source contribution policies, OW2online, June 2020
Open source contribution policies, OW2online, June 2020
Software development at scale, pandemic lockdown and oss ecosystems, OW2onlin...
Software development at scale, pandemic lockdown and oss ecosystems, OW2onlin...
Overview of the OpenChain Reference Tooling Work Group, OW2online20, June 2020
Overview of the OpenChain Reference Tooling Work Group, OW2online20, June 2020
Open Source Compliance at Orange, OW2online, June 2020
Open Source Compliance at Orange, OW2online, June 2020
Ideas, methods and tools for OSS Compliance assessment, OW2online, June 2020
Ideas, methods and tools for OSS Compliance assessment, OW2online, June 2020
Intelligent package management with FASTEN, OW2online, June 2020
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DECODER, a Smarter Environment for DevOps Teams , OW2online, June 2020
DECODER, a Smarter Environment for DevOps Teams , OW2online, June 2020
Enabling DevOps for IoT software development, powered by Open Source, OW2onli...
Enabling DevOps for IoT software development, powered by Open Source, OW2onli...
Upcoming Challenges in Artificial Intelligence Research and Development, OW2o...
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Cacti and Big Data at Orange France, OW2online, June 2020
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You can also read: https://www.systoolsgroup.com/updates/office-365-tenant-to-tenant-migration-step-by-step-complete-guide/
Columbus Data & Analytics Wednesdays - June 2024
Columbus Data & Analytics Wednesdays, June 2024 with Maria Copot 20
Choosing The Best AWS Service For Your Website + API.pptx
Have you ever been confused by the myriad of choices offered by AWS for hosting a website or an API?
Lambda, Elastic Beanstalk, Lightsail, Amplify, S3 (and more!) can each host websites + APIs. But which one should we choose?
Which one is cheapest? Which one is fastest? Which one will scale to meet our needs?
Join me in this session as we dive into each AWS hosting service to determine which one is best for your scenario and explain why!
JavaLand 2024: Application Development Green Masterplan
My presentation slides I used at JavaLand 2024
What is an RPA CoE? Session 1 – CoE Vision
In the first session, we will review the organization's vision and how this has an impact on the COE Structure.
Topics covered:
• The role of a steering committee
• How do the organization’s priorities determine CoE Structure?
Speaker:
Chris Bolin, Senior Intelligent Automation Architect Anika Systems
Skybuffer SAM4U tool for SAP license adoption
Manage and optimize your license adoption and consumption with SAM4U, an SAP free customer software asset management tool.
SAM4U, an SAP complimentary software asset management tool for customers, delivers a detailed and well-structured overview of license inventory and usage with a user-friendly interface. We offer a hosted, cost-effective, and performance-optimized SAM4U setup in the Skybuffer Cloud environment. You retain ownership of the system and data, while we manage the ABAP 7.58 infrastructure, ensuring fixed Total Cost of Ownership (TCO) and exceptional services through the SAP Fiori interface.
Driving Business Innovation: Latest Generative AI Advancements & Success Story
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!
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
At this talk we will discuss DDoS protection tools and best practices, discuss network architectures and what AWS has to offer. Also, we will look into one of the largest DDoS attacks on Ukrainian infrastructure that happened in February 2022. We'll see, what techniques helped to keep the web resources available for Ukrainians and how AWS improved DDoS protection for all customers based on Ukraine experience
Programming Foundation Models with DSPy - Meetup Slides
Prompting language models is hard, while programming language models is easy. In this talk, I will discuss the state-of-the-art framework DSPy for programming foundation models with its powerful optimizers and runtime constraint system.
Introduction of Cybersecurity with OSS at Code Europe 2024
I develop the Ruby programming language, RubyGems, and Bundler, which are package managers for Ruby. Today, I will introduce how to enhance the security of your application using open-source software (OSS) examples from Ruby and RubyGems.
The first topic is CVE (Common Vulnerabilities and Exposures). I have published CVEs many times. But what exactly is a CVE? I'll provide a basic understanding of CVEs and explain how to detect and handle vulnerabilities in OSS.
Next, let's discuss package managers. Package managers play a critical role in the OSS ecosystem. I'll explain how to manage library dependencies in your application.
I'll share insights into how the Ruby and RubyGems core team works to keep our ecosystem safe. By the end of this talk, you'll have a better understanding of how to safeguard your code.
Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
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.
Mutation Testing for Task-Oriented Chatbots
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.
Monitoring and Managing Anomaly Detection on OpenShift.pdf
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.
Dandelion Hashtable: beyond billion requests per second on a commodity server
This slide deck presents DLHT, a concurrent in-memory hashtable. Despite efforts to optimize hashtables, that go as far as sacrificing core functionality, state-of-the-art designs still incur multiple memory accesses per request and block request processing in three cases. First, most hashtables block while waiting for data to be retrieved from memory. Second, open-addressing designs, which represent the current state-of-the-art, either cannot free index slots on deletes or must block all requests to do so. Third, index resizes block every request until all objects are copied to the new index. Defying folklore wisdom, DLHT forgoes open-addressing and adopts a fully-featured and memory-aware closed-addressing design based on bounded cache-line-chaining. This design offers lock-free index operations and deletes that free slots instantly, (2) completes most requests with a single memory access, (3) utilizes software prefetching to hide memory latencies, and (4) employs a novel non-blocking and parallel resizing. In a commodity server and a memory-resident workload, DLHT surpasses 1.6B requests per second and provides 3.5x (12x) the throughput of the state-of-the-art closed-addressing (open-addressing) resizable hashtable on Gets (Deletes).
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Leveraging the Graph for Clinical Trials and Standards
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The Microsoft 365 Migration Tutorial For Beginner.pptx
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Choosing The Best AWS Service For Your Website + API.pptx
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JavaLand 2024: Application Development Green Masterplan
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Driving Business Innovation: Latest Generative AI Advancements & Success Story
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"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
"Frontline Battles with DDoS: Best practices and Lessons Learned", Igor Ivaniuk
Programming Foundation Models with DSPy - Meetup Slides
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Introduction of Cybersecurity with OSS at Code Europe 2024
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Freshworks Rethinks NoSQL for Rapid Scaling & Cost-Efficiency
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Monitoring and Managing Anomaly Detection on OpenShift.pdf
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Dandelion Hashtable: beyond billion requests per second on a commodity server
Dandelion Hashtable: beyond billion requests per second on a commodity server
OW2con'14 - keynote from Institut Mines Telecom
- 1. Institut Mines-Télécom OW2 con’14 Francis Jutand Directeur Scientifique de l’Institut Mines-Telecom
- 2. Open X (source, data, knowledge, IP) n Birth of OW : n Switching point where cooperation globally become more efficient than competition • Competition speed up innovation and competitiveness But the winner take all • Waste of resources • Moving fast to monopoly and creation of huge war treasures • Oriented innovation : inner or bought At the final • Kill part of innovation topics and sources • No evolution out of the platform mainstream Institut Mines-Télécom 2 11/6/14
- 3. Comeback of Commons n Feudalism • Richness was produced in the frame of commons • Repartition was ruled by lords n Capitalism • Richness is produced in companies • Repartition is ruled by capital owners with social regulation • Commons are mainly reduced to public services n Evolution toward a new phase of synthesis • Development of new commons ruled by actor’s organizations • Synergy between private companies and commons “Open source software was a precursor” Institut Mines-Télécom 3 11/6/14
- 4. Sustainable OW2 model n Need of platforms to reach fast development of incremental innovations • Value is in innovation but platform is the enabler • Value is for free or is created in a private merchant frame. • Platform as a monopoly or as a common? n How to create a sustainable model to finance open platform design and development • For companies ─ Game theory between value to get and contribution to provide ─ Loyal assessment of founding ( in kind or cash) • For people ─ Creation of commons ─ Share alike spirit Institut Mines-Télécom 4 11/6/14
- 5. Some ideas for OW2 development tracks n Develop “living lab” spirit • Sector experts • Coders and architects • Users n Take into account “intelligent agent” needs • Which kind of platform structure • Which kind of learning process n Think over data oriented applications • Data analytics and coding and lawyers! • Data visualisation, access and exchange • Sub platforms or toolboxes dedicated to given sectors Institut Mines-Télécom 5 11/6/14