Big data with Modern R and Spark - 2023

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Xavier de Pedro

"SEMINAR: Análisis de Big data con Tidyverse y Spark: uso en estadística pública" By Xavier de Pedro Puente, Ph.D. Senior Technician at the Barcelona City Council. Wednesday, March 29th, 2023. 16h-19:00h + questions Within the context of the postgraduate course on "Data Science. Applications to Biology and Medicine with Python and R" at University of Barcelona (IL3). 2023.

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

Big data with Modern R and Spark - 2023

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Distributed revision control takes a peer-to-peer approach to version control, as opposed to the client-server approach of centralized systems. Rather than a single, central repository on which clients synchronize, each peer's working copy of the co<x>debase is a complete repository. Distributed revision control synchronizes repositories by exchanging patches (sets of changes) from peer to peer. This results in some important differences from a centralized system: No canonical, reference copy of the co<x>debase exists by default; only working copies. Common operations (such as commits, viewing history, and reverting changes) are fast, because there is no need to communicate with a central server. Communication is only necessary when sharing changes among other peers. Each working copy effectively functions as a remote backup of the co<x>debase and of its change-history, protecting against data loss. Other differences include: Multiple "central" repositories. Code from disparate repositories are merged based on a web of trust, i.e., historical merit or quality of changes. Numerous different development models are possible, such as development / release branches or a Commander / Lieutenant model, allowing for efficient delegation of topical developments in very large projects.[3] Lieutenants are project members who have the power to dynamically decide which branches to merge. Network is not involved for common operations. A separate set of "sync" operations are available for committing or receiving changes with remote repositories. DVCS proponents point to several advantages of distributed version control systems over the traditional centralised model: Allows users to work productively when not connected to a network. Makes most operations much faster. Allows participation in projects without requiring permissions from project authorities, and thus arguably better fosters culture of meritocracy instead of requiring "committer" status. Allows private work, so users can use their changes even for early drafts they do not want to publish. Avoids relying on one physical machine as a single point of failure. Permits centralized control of the "release version" of the project On FLOSS software projects it is much easier to create a project fork from a project that is stalled because of leadership conflicts or design disagreements.

Enhance your Team Work with Distributed Version Control Systems - DVCS

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Distributed revision control takes a peer-to-peer approach to version control, as opposed to the client-server approach of centralized systems. Rather than a single, central repository on which clients synchronize, each peer's working copy of the co<x>debase is a complete repository. Distributed revision control synchronizes repositories by exchanging patches (sets of changes) from peer to peer. This results in some important differences from a centralized system: No canonical, reference copy of the co<x>debase exists by default; only working copies. Common operations (such as commits, viewing history, and reverting changes) are fast, because there is no need to communicate with a central server. Communication is only necessary when sharing changes among other peers. Each working copy effectively functions as a remote backup of the co<x>debase and of its change-history, protecting against data loss. Other differences include: Multiple "central" repositories. Code from disparate repositories are merged based on a web of trust, i.e., historical merit or quality of changes. Numerous different development models are possible, such as development / release branches or a Commander / Lieutenant model, allowing for efficient delegation of topical developments in very large projects.[3] Lieutenants are project members who have the power to dynamically decide which branches to merge. Network is not involved for common operations. A separate set of "sync" operations are available for committing or receiving changes with remote repositories. DVCS proponents point to several advantages of distributed version control systems over the traditional centralised model: Allows users to work productively when not connected to a network. Makes most operations much faster. Allows participation in projects without requiring permissions from project authorities, and thus arguably better fosters culture of meritocracy instead of requiring "committer" status. Allows private work, so users can use their changes even for early drafts they do not want to publish. Avoids relying on one physical machine as a single point of failure. Permits centralized control of the "release version" of the project On FLOSS software projects it is much easier to create a project fork from a project that is stalled because of leadership conflicts or design disagreements.

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150511 programari lliure_i_taller_de_linux_v2

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Xavier de Pedro

Xerrada al Fòrum Social Català 2014. http://2014.forumsocialcatala.cat/item11 En el taller es reflexionarà sobre els avantatges d'emprar coneixement lliure i alliberar el coneixement generat per nosaltres. S'explicarà com s'ha de fer per a garantir que les generacions futures puguin emprar i continuar millorant el coneixement que hem generat de forma individual o col·lectiva. En el taller separarem el coneixement en tres tipus: 1. informació en si mateixa, com poden ser documents escrits, plànols de construcció d'objectes/cases/màquines, o també vídeos, documentals, música o altres documents en formats àudio (contes explicats per a nens, etc). 2. programes informàtics (d'ordinador, tauleta, telèfon intel·ligent, però també del cotxe, electrodomèstics, drons, etc) 3. eines físiques (impressores 3D, telèfons, tractors, tallers per fabricar maons per a la construcció, forns, etc) El tipus de llicència de copyright escollida és important, i determina que haguem protegit legalment que altres persones puguin emprar i modificar, si volem, el nostre coneixement, i també ens protegeix de que altres persones no pugui apoderar-se en exclusiva del nostre coneixement sense demanar-nos permís previ per arribar a algun acord que ens satisfaci. Podem posar un exemple, en el cas dels programes informàtics. La majoria de persones empren els programes que venien amb l'ordinador, i els que “els hi han passat” amics o familiars per a instal·lar-se. En la majoria de casos això vol dir emprar i piratejar programari (software) propietari: MS Windows, MS Office, Photoshop, Ilustrator, ... Això és il·legal i poc ètic, i ens fa deixar d'aprofitar la fantàstica oportunitat d'emprar programari lliure per a les mateixes tasques. Aquest programari és diu lliure per que porta associades unes llibertats legals del que pots fer amb el programa. L'objectiu d'aquest taller és introduir la reflexió sobre quin programari solem emprar per tradició i comoditat, quina alternativa tenim, i les conseqüències positives que té per a nosaltres, i per a la Comunitat, d'escollir programari lliure per davant del programari propietari sempre que n'existeixin alternatives prou madures com ja existeixen en molts àmbits. Al taller s'exposaran exemples reals de l'àmbit de la documentació, elaboració de plànols de edificacions, construcció del necessari per a sostenir una civilització, fotos i vídeos (quins sí i quins no), programes d'ordinador/tauleta i telèfon mòbil, i de quina manera ens en podem beneficiar de forma individual i col·lectiva del seu ús.

Hack-tivisme amb eines i continguts alliberats: beneficia-te'n!

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Xavier de Pedro

Xerrada sobre com l'ètica hacker ens pot ajudar en el nostre activisme per un món millor si emprem continguts lliures (amb copyleft, llicències de copyright de tipus "Creative Commons") i eines lliures, com són el programari lliure (eines immaterials) i el maquinari lliure (eines materials). S'indica també com ens poden beneficiar d'aquestes pràctiques, tant de forma individual com col·lectivament. Xerrada feta el 5 d'Abril de 2014 emmarcada dins les Jornades de Cultura Lliure al Centre Civic Can Basté de Nou Barris de Barcelona (Catalunya, Espanya). Més informació (i diapositives amb enllaços clicables, etc): http://llavorspac.org/CanBaste

Hack-tivisme amb continguts i eines alliberades: beneficia-te'n!

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V Jornades de Programari Lliure ETSEIB (UPC), del 5 al 8 de juliol de 2006 http://jornadespl.org Aquesta obra està sota una Llicència de Creative Commons Atribució - CompartirPerIgual 2.5. Espanya. De Pedro, X. y Reyes, J. 2006a. “TikiWiki en contextos educativos (I): las comunidades abiertas de aprendizaje cooperativo y reflexivo”. V Jornadas de Software Libre, Universidad Politécnica de Cataluña. Texto completo: http://www.ub.edu/gclub/dl52 (530 Kb). De Pedro, X. y Reyes, J. 2006b. “TikiWiki en contextos educativos (II): los sistemas de evaluación de los aprendizajes”. V Jornadas de Software Libre, Universidad Politécnica de Cataluña. Texto completo: http://www.ub.edu/gclub/dl53 (698 Kb)

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A menudo el personal docente e investigador (PDI) de los centros de investigación utiliza software propietario para la gestión de su contenido en páginas web y facilitar la colaboración con otros (departamento, grupo de investigación, proyecto, colegas extranjeros...). Se suelen buscar aplicaciones del estilo Web 2.0, por lo que si antes se solía usar herramientas como bscw, o MS Sharepoint, ahora no es raro ver el uso de Google sites, Google Docs, Wikispaces, .... El software usado no suele ser lo bastante completo o versátil como para permitir configurar el escenario de uso deseado según las necesidades que se tienen en cada caso. Y por tanto, es frecuente que se acaben usando multitud de programas diferentes, con sus respectivos nombres de usuario y contraseña, para todas y cada una de sus necesidades de publicación y colaboración on-line (noticias, archivos, foros, wiki, hojas de cálculo, trackers o bases de datos, ...). En muchos casos, además, se suele perder el control de los datos al estar en empresas externas que imponen sus propias condiciones de uso. Actualmente existen diversas aplicaciones web 2.0 de software libre que, en teoría, podrían facilitar dichos escenarios de uso (Tiki, Plone, Drupal, Joomla, Twiki, ...). En esta comunicación se aborda el caso de la recientemente liberada versión 3.0 de Tiki (Tikiwiki CMS/Groupware - http://tikiwiki.org). Se hará un análisis de las múltiples prestaciones de qué dispone ya funcionales en cuanto se instala la aplicación [motor wiki potente y translingüístico (CLWE), edición visual (Wysiwyg) o rápida (Wiki), foros, blogs, trackers, folksonomia / marcas libres, mapas y GIS libre, web semántica, múltiples plugins ya instalados para funcionalidades avanzadas, webservices, sistema granular de permisos y categorización jerárquica de contenido, búsqueda sensible a permisos de lectura...]. Por otra parte, se citarán casos concretos de uso en universidades catalanas, y se ilustrará con una breve demostración de instalación y configuración a la estética de la Universidad de Barcelona en unos pocos clics. Casos de uso a gran escala: * Sitio internacional de soporte de Mozilla Firefox (http://support.mozilla.com), * Wiki de KDE (http://wiki.kde.org). La comunicación está destinada a alumnado y profesorado que no conozca prácticamente Tiki 3.0, y esté buscando un sistema unificado y actualizado de herramientas web para facilitar la colaboración con sus colegas sin recurrir a software propietario ni a multitud de aplicaciones sueltas.

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A menudo el personal docente e investigador (PDI) de los centros de investigación utiliza software propietario para la gestión de sus referencias bibliográficas (Endnote, Reference Manager, Procite ...). Durante mucho tiempo no han existido alternativas libres multiplataforma que tuvieran prestaciones similares, pero desde hace algunos años que Bibus se ha ido estableciendo como solución cada vez más estable y usable tanto sobre GNU/Linux, MS Windows o Mac. Además, cada vez más se están promocionando servicios web para compartir bibliografía con herramientas de software de fuentes cerradas, incluso a través de las instituciones públicas españolas (EndnoteWeb, RefWorks, ...), como si fuera la única manera posible de facilitar que el PDI pueda mantener su propia base de datos individual o compartida on-line de publicaciones y reusar las citas bibliográficas en sus artículos. Así, en esta comunicación se abordan brevemente algunas ventajas e inconvenientes del uso de Bibus para gestionar la bibliografía personal o de un grupo de investigación, a partir de la experiencia concreta del autor de la comunicación. Se mostrará un ejemplo concreto de uso de Bibus a partir de la exportación del CV desde la aplicación Curricul@ (del conjunto de aplicaciones WebGREC que usan la mayoría de universidades catalanas para la gestión del las publicaciones de su PDI). Asímismo se citarán brevemente algunas de las alternativas actuales libres, en comparación con sus análogas propietarias. La comunicación está destinada a alumnado y profesorado que no conozca prácticamente Bibus aún, y que use alternativas propietarias para sus tareas de gestión de referencias y creación de la bibliografía de sus publicaciones en el formato deseado.

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A menudo el personal docente e investigador (PDI) de los centros de investigación utiliza software propietario para sus modelos, cálculos estadísticos y visualización de datos científicos (Matlab, Mathematica, Statistica, SPSS...). A medio o largo plazo a menudo se acaba buscando la colaboración con otros docentes e investgadores en areas de trabajo afines, o el alumnado necesita realizar cálculos estadísticos y gráficos fuera del aula o una vez acabada la carrera, lo que suele suponer que se tengan que comprar licencias de software (¿o se pirateen, a veces?) para poder usarlo. Una de las alternativas libres con enormes ventajas a medio y largo plazo, así como con un enorme potencial y crecimiento en la última década ha sido el software R (http://www.r-project.org). Así, en esta comunicación se abordan brevemente algunas ventajas e inconvenientes del uso de R para facilitar la colaboración entre PDI (actual y futuro), a partir de la experiencia concreta del autor de la comunicación. Se muestran algunas aplicaciones gráficas para interaccionar con R, y se citan algunas de las alternativas actuales libres. La comunicaicón está destinada a alumnado y profesorado que no conozca practicamente R aún, y que use alternativas propietarias para sus tareas de investigación y docencia. Más en http://www.ub.edu/gclub/jornadespl2009

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Xavier de Pedro

6 i 7 de Març de 2009. Resum de les Jornades Internacionals sobre Organismes Modificats Genèticament. A la residència d'Investigadors del CSIC, a Barcelona. Ponents: Dr. Marcello Buiatti, Catedràtic de Genètica de la Universitat de Florència (Itàlia), “a quí beneficien els ogm?” Dr. Brian John, Doctor en Geografia, "GM Free Cymru" (Escòcia lliure de transgènics). Dr. Armin Spök, Doctor en Genètica Molecular. Professor a les universitats de Graz i Klagenfurt (Àustria). Membre dels grups d'experts de l'Autoritat Europea de Seguretat Alimentària (EFSA) i de l'OCDE ., “què ha fet Àustria en aquest tema”. Dr. Henk Hobbelink, Grain,”OMG, crisi alimentària i canvi climàtic”. Fabio Boscareli, Toscana lliure de transgènics, “les regions lliures i un cas concret”. Dr. Giles-Eric Séralini, Catedràtic de Biologia Molecular de la Universitat de Caen (França), President del Consell Científic de CRIIGEN, “els OGM i la salud”. Dra. Ricarda A. Steinbrecher, “els impactes dels OGM a l'agriculttura i al medi ambient” Taula rodona.

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Los cursos de posgrado de las universidades suelen tener alumnado y profesorado de precedencias diferentes, y con disponibilidades horarias limitadas para realizar trabajos en grupo de forma 100% presencial. En la plática se mostraran algunas de metodologías de trabajo en grupo con soporte de herramientas informáticas de las Tecnologías de la Información y Comunicación, basadas en foros electrónicos (para discusión) y Wikis (para redacción colaborativa rápida y fácil por Internet). Dicha metodología ha sido llevada a cabo en varias universidades de Barcelona con resultados satisfactorios. Se potencia, además, el aprendizaje reflexivo del alumnado, y se facilita la evaluación continua del aprendizaje a partir del análisis de las contribuciones individuales al trabajo en grupo.

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As privacy and data protection regulations evolve rapidly, organizations operating in multiple jurisdictions face mounting challenges to ensure compliance and safeguard customer data. With state-specific privacy laws coming up in multiple states this year, it is essential to understand what their unique data protection regulations will require clearly. How will data privacy evolve in the US in 2024? How to stay compliant? Our panellists will guide you through the intricacies of these states' specific data privacy laws, clarifying complex legal frameworks and compliance requirements. This webinar will review: - The essential aspects of each state's privacy landscape and the latest updates - Common compliance challenges faced by organizations operating in multiple states and best practices to achieve regulatory adherence - Valuable insights into potential changes to existing regulations and prepare your organization for the evolving landscape

TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments

TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments

TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments

Tata AIG General Insurance Company - Insurer Innovation Award 2024

Tata AIG General Insurance Company - Insurer Innovation Award 2024

Tata AIG General Insurance Company - Insurer Innovation Award 2024

The Digital Insurer

Microsoft's Threat Matrix for Kubernetes helps organizations understand the attack surface a Kubernetes deployment introduces to their environments. This ensures that adequate detections and mitigations are in place. By covering over 40 different attacker techniques, defenders can learn about Kubernetes-specific mitigations and controls to deploy to their environments. In this session, we will explore the MS-TA9013 Host Path Mount technique, which is commonly used by attackers to perform privilege escalation in a Kubernetes cluster. Attendees will learn how attackers and defenders can: * Escape the container's host volume mount to gain persistence on an underlying node * Move laterally from the underlying node into the customer's cloud environment * Analyze Kubernetes audit logs to detect pods deployed with a hostPath mount * Deploy an admission controller that prevents new pods from using a hostPath mount

Breaking the Kubernetes Kill Chain: Host Path Mount

Breaking the Kubernetes Kill Chain: Host Path Mount

Breaking the Kubernetes Kill Chain: Host Path Mount

Puma Security, LLC

Abhishek Deb(1), Mr Abdul Kalam(2) M. Des (UX) , School of Design, DIT University , Dehradun. This paper explores the future potential of AI-enabled smartphone processors, aiming to investigate the advancements, capabilities, and implications of integrating artificial intelligence (AI) into smartphone technology. The research study goals consist of evaluating the development of AI in mobile phone processors, analyzing the existing state as well as abilities of AI-enabled cpus determining future patterns as well as chances together with reviewing obstacles as well as factors to consider for more growth.

Exploring the Future Potential of AI-Enabled Smartphone Processors

Exploring the Future Potential of AI-Enabled Smartphone Processors

Exploring the Future Potential of AI-Enabled Smartphone Processors

A Call to Action for Generative AI in 2024

A Call to Action for Generative AI in 2024

A Call to Action for Generative AI in 2024

Scaling API-first – The story of a global engineering organization

Scaling API-first – The story of a global engineering organization

Scaling API-first – The story of a global engineering organization

Explore 'The Codex of Business: Writing Software for Real-World Solutions,' a compelling SlideShare presentation that delves into digital transformation in healthcare. Discover through a detailed case study how Agile methodologies empower healthcare providers to develop, iterate, and refine digital solutions that address real-world challenges. Learn how strategic planning, user feedback, and continuous improvement drive success in deploying technologies that enhance patient care and operational efficiency. Ideal for healthcare professionals, IT specialists, and digital transformation advocates seeking actionable insights and practical examples of technology making a real difference.

The Codex of Business Writing Software for Real-World Solutions 2.pptx

The Codex of Business Writing Software for Real-World Solutions 2.pptx

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Malak Abu Hammad

2024: Domino Containers - The Next Step. News from the Domino Container commu...

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Advantages of Hiring UIUX Design Service Providers for Your Business

Advantages of Hiring UIUX Design Service Providers for Your Business

Advantages of Hiring UIUX Design Service Providers for Your Business

Pixlogix Infotech

What are drone anti-jamming systems? The drone anti-jamming systems and anti-spoof technology protect against interference, jamming, and spoofing of the UAVs. To protect their security, countries are beginning to research drone anti-jamming systems, also known as drone strike weapons. The anti-jam and anti-spoof technology protects against interference, jamming and spoofing. A drone strike weapon is a drone attack weapon that can attack and destroy enemy drones. So what is so unique about this amazing system?

What Are The Drone Anti-jamming Systems Technology?

What Are The Drone Anti-jamming Systems Technology?

What Are The Drone Anti-jamming Systems Technology?

Antenna Manufacturer Coco

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08448380779 Call Girls In Greater Kailash - I Women Seeking Men

08448380779 Call Girls In Greater Kailash - I Women Seeking Men

08448380779 Call Girls In Greater Kailash - I Women Seeking Men

Delhi Call girls

Sara Mae O’Brien Scott and Tatiana Baquero Cakici, Senior Consultants at Enterprise Knowledge (EK), presented “AI Fast Track to Search-Focused AI Solutions” at the Information Architecture Conference (IAC24) that took place on April 11, 2024 in Seattle, WA. In their presentation, O’Brien-Scott and Cakici focused on what Enterprise AI is, why it is important, and what it takes to empower organizations to get started on a search-based AI journey and stay on track. The presentation explored the complexities of enterprise search challenges and how IA principles can be leveraged to provide AI solutions through the use of a semantic layer. O’Brien-Scott and Cakici showcased a case study where a taxonomy, an ontology, and a knowledge graph were used to structure content at a healthcare workforce solutions organization, providing personalized content recommendations and increasing content findability. In this session, participants gained insights about the following: Most common types of AI categories and use cases; Recommended steps to design and implement taxonomies and ontologies, ensuring they evolve effectively and support the organization’s search objectives; Taxonomy and ontology design considerations and best practices; Real-world AI applications that illustrated the value of taxonomies, ontologies, and knowledge graphs; and Tools, roles, and skills to design and implement AI-powered search solutions.

IAC 2024 - IA Fast Track to Search Focused AI Solutions

IAC 2024 - IA Fast Track to Search Focused AI Solutions

IAC 2024 - IA Fast Track to Search Focused AI Solutions

Enterprise Knowledge

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Created by Mozilla Research in 2012 and now part of Linux Foundation Europe, the Servo project is an experimental rendering engine written in Rust. It combines memory safety and concurrency to create an independent, modular, and embeddable rendering engine that adheres to web standards. Stewardship of Servo moved from Mozilla Research to the Linux Foundation in 2020, where its mission remains unchanged. After some slow years, in 2023 there has been renewed activity on the project, with a roadmap now focused on improving the engine’s CSS 2 conformance, exploring Android support, and making Servo a practical embeddable rendering engine. In this presentation, Rakhi Sharma reviews the status of the project, our recent developments in 2023, our collaboration with Tauri to make Servo an easy-to-use embeddable rendering engine, and our plans for the future to make Servo an alternative web rendering engine for the embedded devices industry. (c) Embedded Open Source Summit 2024 April 16-18, 2024 Seattle, Washington (US) https://events.linuxfoundation.org/embedded-open-source-summit/ https://ossna2024.sched.com/event/1aBNF/a-year-of-servo-reboot-where-are-we-now-rakhi-sharma-igalia

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