Federated learning - PowerPoint PPT Presentation


EUROHPC SUMMIT 2024

The EuroHPC Summit 2024, under the leadership of Dr. Gustav Kalbe, aims to develop and maintain a world-leading supercomputing infrastructure in the EU. The mission includes deploying cutting-edge technologies like quantum computing and fostering a wide range of applications. With a focus on enhanci

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Enhancing Synergies for a Resilient Tomorrow - FAO in FSM

FAO's initiatives in the Federated States of Micronesia focus on implementing One Health approaches, addressing food insecurity, promoting digital agriculture transformation, enhancing biodiversity and sustainable resource use, building adaptive capacities to climate change, and improving nutritiona

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Workers' Compensation in the Construction Industry: Addressing NHI Bill Interactions

This presentation by The Federated Employers Mutual Assurance Company examines the impact of the National Health Insurance (NHI) Bill on the Compensation for Occupational Injuries and Diseases Act (COIDA) in the construction industry. FEM's historical background, constitutional rights, and the socia

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Challenges in Higher Education Across Micronesia, Palau, and Marshall Islands

The Federated States of Micronesia, Palau, and the Marshall Islands are facing challenges in higher education, with a significant number of high school graduates opting to study abroad. This trend has impacted the local colleges and universities, as shown by the low direct transition rates to higher

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Understanding Cloud Federation and Identity Management

Cloud federation involves interconnecting cloud environments to optimize resources and meet business needs. It enables providers to offer computing resources to each other, expanding geographic reach and revenue potential. With the rise of federated cloud ecosystems, protocols like XMPP play a key r

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Enhancing Synergies for Resilient Tomorrow: Chemical Waste Management Project Overview

Enhancing Synergies for a Resilient Tomorrow outlines a project aimed at strengthening the Federated States of Micronesia's capacity in chemical management. The project focuses on monitoring and evaluating chemical use, enhancing legislative frameworks, and establishing a central database for chemic

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RF Management in the Federated States of Micronesia (FSM)

FSM Department of Transportation, Communications & Infrastructure manages RF in FSM. FSM has 4 states with basic info, including mode of transportation, population, and telecommunications operator. FSM.TRA handles RF management and enforces type approval legislation. Various applications like SMS4DC

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Project Closure and Knowledge Management for FSM ACSE PSC Meeting

This document focuses on the agenda for project closure and handover activities for the FSM Adaptation to Climate Change and Sustainable Energy (ACSE) project in the Federated States of Micronesia. It outlines knowledge management processes, asset registers, lessons learned, and open discussions fro

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USDA Robotic Process Automation (RPA) Assessment and Development Process

The USDA conducted a Robotic Process Automation (RPA) Process Assessment in July 2019, involving process robotics capabilities, development process under the Federated Model, and the lifecycle of a bot project. The RPA development process includes steps like requesting automation, process definition

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Implementing Red Hat Identity Management (IPA) for Improved Identity Management and Access Control

Discover how BNL addressed challenges with individual Kerberos realms by migrating to Red Hat Identity Management (IPA) for streamlined SSO and federated access. Learn about the benefits of IPA architecture, user migration from OpenLDAP, and the successful implementation of IPA in a production envir

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Economic and Demographic Trends in Federated States of Micronesia (1945-2004)

Population growth, employment trends, educational attainment, fishing enterprise profits, tourism statistics, subsistence economy share, and agricultural exports in Federated States of Micronesia between 1945 to 2004. The data covers resident and non-resident populations, employment in FSM and abroa

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Innovative Learning Management System - LAMS at Belgrade Metropolitan University

Belgrade Metropolitan University (BMU) utilizes the Learning Activity Management System (LAMS) to enhance the learning process by integrating learning objects with various activities. This system allows for complex learning processes, mixing learning objects with LAMS activities effectively. The pro

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ARMSDIWG Report: Fifth Year Summary and Future Plans

The ARMSDIWG has highlighted its activities in the fifth year of operation, including meetings, assessments, and collaborations with Arctic SDI and other organizations. Key highlights include assessing the Arctic Voyage Planning Guide, exploring Automatic Identification System services, participatin

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Sustainable Social Protection Systems in the United States: A Comprehensive Overview

This presentation highlights the sustainability of social protection systems in the United States, focusing on prevention services, Medicaid's addressing of health-related social needs, and the federated social safety net operated by various national departments and local governments. It emphasizes

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Understanding Internet Routing Protocols

Explore the intricacies of routing protocols in the context of the Internet's large federated network. Delve into the concepts of reachability, message exchange, algorithm design, and the challenges posed by running an autonomous system. Gain insights into the Border Gateway Protocol (BGP) and inter

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Enhancing Cataloging Workflow with Project Passage and Wikibase

Explore the OCLC Project Passage, a cataloging platform using Wikibase, evaluated by 16 member libraries. Learn about the cataloging interface, challenges in workflow interruption, and the retriever tool for aligning data from Wikidata, VIAF, and FAST. Enhance your cataloging process with cross-poll

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Overview of the Army Cadet League of Canada

The Army Cadet League of Canada is a civilian nonprofit organization that works in partnership with local communities and the Canadian Armed Forces to support Army Cadets. It follows a federated model with 13 provincial and territorial branches, and relies heavily on volunteers for its workforce. Su

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Understanding Search Patterns for Music Materials in Libraries

Exploring how students search for music materials using a single search box, this study investigates if the nature of music materials influences search patterns compared to other subjects. It also evaluates the effectiveness of tools like federated search and discovery layers in facilitating searche

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Visual Presentation on Federal State and Gateway User Sources

In this visual presentation, various slides showcase images related to federal states, security levels, and gateway user sources. The slides cover topics such as perspectives, federated identities, vision, design, and more. Each image provides a glimpse into different aspects of these subjects, offe

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Enhancing Healthcare Data Sharing with Service-Oriented Architectures

This paper explores how Service-Oriented Architectures (SOA) can be integrated with the HL7 Clinical Document Architecture to facilitate the sharing of Summary Care Records between healthcare information systems. It highlights the benefits of a federated architecture based on SOA and coding standard

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EGI Federated Cloud Infrastructure Overview

The EGI Federated Cloud is a collaborative platform for research and education, offering cloud federations with various levels of interoperability. It provides a hybrid cloud federation where multiple cloud providers pool their resources and data, following common policies for federated service mana

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Overcoming Challenges in Dental Deep Learning: Presentation Insights

This presentation by Martha Büttner at the AI for Dentistry Symposium delves into current challenges in dental deep learning, highlighting issues like data sharing, annotation bottlenecks, and comparability gaps. The talk proposes a solution through Federated Learning, showcasing a project on Tooth

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Challenges and Design of EOSC Service Portfolio Management

Challenges faced in managing the European Open Science Cloud (EOSC) service portfolio include federated settings, provider heterogeneity, consumer heterogeneity, and balancing service quality with inclusiveness. The design aims to augment existing ITSM frameworks with EOSC-specific processes while a

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Community Meeting Highlights and Latest Features Update

The community meeting on January 19, 2023, showcased collaborations among Infrastructure Developers, Committers, Contributors, and Algorithm Developers working on federated analysis algorithms using vantage6. The meeting agenda covered recent releases, new features like multi-factor authentication,

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Federated AI for Health: Empowering Healthcare with Distributed AI Services

Explore how Federated AI for Health utilizes a smartphone app and trustworthy AI platform to identify symptomatic and asymptomatic patients, ensuring prompt health status alerts. Leveraging secure data collection, storage, and analysis through Machine Learning models in a federated edge computing ar

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EOSC-hub Project Overview - Integrating and Managing Services for European Open Science Cloud

Integrating and Managing Services for the European Open Science Cloud (EOSC-hub) project focuses on creating a federated integration and management system for the EOSC, mobilizing providers from major digital infrastructures to offer services, software, and data for advanced research and innovation.

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Community Meeting Highlights and Updates

The Community Meeting on the 21st of March 2024 was filled with collaborative opportunities for developers, committers, and contributors working on federated analysis algorithms using Vantage6. The meeting covered infrastructure and algorithm development, recent releases, security patches, and featu

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SEAL Project: Enhancing Identity Management and KYC Solutions

The SEAL project aims to provide a robust infrastructure for identity management and KYC processes, emphasizing user data control and decentralized storage to minimize risks. Using a combination of federated and self-sovereign approach, SEAL offers microservice-based architecture supporting web and

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Overview of SLATE Client and Server Architecture

SLATE (Services Layer at the Edge) aims to provide a simplified experience for users unfamiliar with Kubernetes through well-written Helm charts. The platform emphasizes security by allowing curated charts only, limited access to edge clusters, and flexibility in cluster participation. Various compo

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Ecosystem-Based Fisheries Management in Pohnpei: A Case Study

The application of ecosystem-based fisheries management in Pohnpei, Federated States of Micronesia, involves a top-down regulatory history followed by a bottom-up approach focusing on the establishment of marine protected areas. The characteristics of Pohnpei's coral reef fisheries show declines in

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Enhancing Thesaurus Connectivity at BBT CC Annual Meeting

Exploring the integration of local thesauri with BBT at the BBT CC Annual Meeting in November 2019, focusing on maintenance, accessibility, and the update mechanisms of the DARIAH-EU federated thesaurus. Learn about the processes behind updating, connecting, and maintaining these valuable resources

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FDSN Working Group III Coordination of Products & Services Meeting Summary

The FDSN Working Group III Coordination of Products & Services meeting held in Melbourne on July 3, 2011, discussed the approval of 2009 minutes, revising the WG III charge, evaluating needed services for FDSN, and reviewing existing efforts from various organizations like ORFEUS, EMSC, ETH, Austral

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Enhancing Computing Capabilities for DUNE Collaboration

Strengthening the collaboration between BNL and FNAL through advanced computing models led by senior experts. Focus on addressing raw data processing challenges, fostering a federated approach, and optimizing research efforts in the field of particle physics. Doug Benjamin's appointment at BNL has a

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EGI Project Proposals for Horizon 2020: Driving Innovation in Cloud Computing

Explore the vision of EGI for Horizon 2020 through various project proposals focusing on core infrastructure services, federated cloud services, outreach strategies, and integration activities. These proposals aim to enhance EGI's services, bring innovation, and extend its user base by leveraging Eu

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Lifelong and Continual Learning in Machine Learning

Classic machine learning has limitations such as isolated single-task learning and closed-world assumptions. Lifelong machine learning aims to overcome these limitations by enabling models to continuously learn and adapt to new data. This is crucial for dynamic environments like chatbots and self-dr

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The Consumer Tech Conundrum: Exploring TV Technology Challenges

Delve into the complexities of modern TV technology, including the need for set-top boxes, the battle between platform VOD and federated player VOD, and the integration of data with TV functionalities. Explore questions on TV delivery, platform competition, and the evolving landscape of personalized

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Advanced HDFS Features in Distributed Computing

Explore the advanced features of Hadoop Distributed File System (HDFS) including Highly Available NameNode setup, HA NameNode Failover, ZooKeeper lock management, HDFS Federation benefits, and Federated NameNodes scalability beyond heap size. Learn about ensuring fault tolerance, performance, and sc

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Enhancing Copernicus Research through C-SCALE Consortium

The C-SCALE project, funded by the EU's Horizon 2020 programme, aims to federate European EO and e-Infrastructure services to support Copernicus research and operations. With a focus on enriching the European Open Science Cloud (EOSC), C-SCALE brings together expertise from the EO sector and e-Infra

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Exciting Features in Recent GDB Versions

Discover the latest advancements in GDB versions, including debuginfod, user-defined commands, improved backtraces, TUI enhancements, Python integration, streamlined compilation processes, ELF/DWARF insights, debuginfo separation techniques, and more. Unleash the power of debuginfod servers, federat

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The PHIRI Project: Advancing Population Health Research Infrastructure

The PHIRI project aims to establish a federated research infrastructure for population health, involving 32 partners and focusing on semantic and technical interoperability challenges in health data. The project progresses through Docker containers, bespoke data models, deployment on partners' premi

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