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data-widget_type="heading.default"> <div class="elementor-widget-container"> <h2 class="elementor-heading-title elementor-size-xl">Project Enact</h2> </div> </div> <div class="elementor-element elementor-element-2285143 elementor-widget-divider--view-line_icon elementor-view-default elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider" data-id="2285143" data-element_type="widget" data-widget_type="divider.default"> <div class="elementor-widget-container"> <div class="elementor-divider"> <span class="elementor-divider-separator"> <div class="elementor-icon elementor-divider__element"> <i aria-hidden="true" class="far fa-folder-open"></i></div> </span> </div> </div> </div> <div class="elementor-element elementor-element-a5cc7f2 elementor-widget__width-initial elementor-widget elementor-widget-text-editor" data-id="a5cc7f2" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> <p style="color: black;">Adaptive Scheduling and Deployments of Data Intensive Workloads on Energy Efficient Edge to Cloud Continuum</p> </div> </div> </div> </div> <div class="elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-e6056fc" data-id="e6056fc" data-element_type="column"> <div class="elementor-widget-wrap"> </div> </div> <div class="elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-abd1296" data-id="abd1296" data-element_type="column" data-settings="{"animation":"none"}"> <div class="elementor-widget-wrap elementor-element-populated"> <div class="elementor-element elementor-element-f77e085 elementor-widget elementor-widget-spacer" data-id="f77e085" data-element_type="widget" data-widget_type="spacer.default"> <div class="elementor-widget-container"> <div class="elementor-spacer"> <div class="elementor-spacer-inner"></div> </div> </div> </div> <div class="elementor-element elementor-element-85bcfb4 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sizes="(max-width: 2560px) 100vw, 2560px" /> </div> </div> </div> </div> <div class="elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-267c864" data-id="267c864" data-element_type="column"> <div class="elementor-widget-wrap"> </div> </div> </div> </section> </div> </div> </div> </section> <section class="elementor-section elementor-top-section elementor-element elementor-element-223ad5d elementor-section-full_width elementor-section-height-default elementor-section-height-default" data-id="223ad5d" data-element_type="section" data-settings="{"background_background":"classic"}"> <div class="elementor-container elementor-column-gap-default"> <div class="elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c511e95" data-id="c511e95" data-element_type="column"> <div class="elementor-widget-wrap elementor-element-populated"> <div class="elementor-element elementor-element-d3883ec elementor-widget elementor-widget-spacer" data-id="d3883ec" data-element_type="widget" data-widget_type="spacer.default"> <div class="elementor-widget-container"> <div class="elementor-spacer"> <div class="elementor-spacer-inner"></div> </div> </div> </div> <section class="elementor-section elementor-inner-section elementor-element elementor-element-f4ac738 elementor-section-full_width elementor-section-content-top elementor-section-height-default elementor-section-height-default" data-id="f4ac738" data-element_type="section" data-settings="{"background_background":"classic"}"> <div class="elementor-background-overlay"></div> <div class="elementor-container elementor-column-gap-default"> <div class="elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-7b8c8f9" data-id="7b8c8f9" data-element_type="column"> <div class="elementor-widget-wrap"> </div> </div> <div class="elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-5aa2514" data-id="5aa2514" data-element_type="column" data-settings="{"background_background":"gradient","animation":"none"}"> <div class="elementor-widget-wrap elementor-element-populated"> <div class="elementor-background-overlay"></div> <div class="elementor-element elementor-element-ef091bf elementor-widget__width-initial elementor-widget elementor-widget-text-editor" data-id="ef091bf" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container">   <p style="color: black; font-size: 30px; text-align: center;"><b>Description</b></p> <p style="color: black; font-size: 16px; text-align: justify;">ENACT develops cutting-edge techniques and technology solutions to realise a Cognitive Computing Continuum (CCC) that can address the needs for optimal (edge and Cloud) resource management and dynamic scaling, elasticity, and portability of hyper-distributed data-intensive applications. At infrastructure level, the project brings visibility to distributed edge and Cloud resources by developing Dynamic Graph Models capable of capturing and visualising the real-time and historic status information, connectivity types, dependencies, energy consumption etc. from diverse edge and Cloud resources.</p> <p style="color: black; font-size: 16px; text-align: justify;">The graph models are used by AI (Graph Neural Networks – GNN) models and Deep Reinforcement Learning (DRL) agents to suggest the optimal deployment configurations for hyper distributed applications considering their specific needs. The AI (GNN and DRL) models are packaged as an intelligent decision-making engine that can replace the scheduling component of open-source solutions such as KubeEdge. This will enable real-time and predictive management of distributed infrastructure and applications.<br> To take full advantage of the potential (compute, storage, energy efficiency etc) opportunities in the CCC, ENACT will develop an innovative Application Programming Model (APM). The APM will support the development of distributed platform agnostic applications, capable of self-determining their optimal deployment and optimal execution configurations while taking advantage of diverse resources in the CCC. An SDK to develop APM-based distributed applications will be developed. <p style="color: black; font-size: 16px; text-align: justify;">Moreover, services for automatic (zero-touch provisioning-based) resource configuration and (telemetry) data collections are developed to help design and update dynamic graph models. ENACT CCC solutions will be validated in 3 use-cases with challenging resource and application requirements. International collaboration is planned as Japan Productivity Center has committed to support with knowledge sharing.</p>   <p style="color: black; font-size: 16px; text-align: justify;"><b style="font-size: 20px;">Keywords</b></p> <p style="color: black; font-size: 16px; text-align: justify;">Structured and unstructured data integration, Data spaces, Interoperability, Integrated governance, Knowledge graphs, Context, Data life cycle automation, Human-in-the-loop, FAIR, GDPR</p> </div> </div> </div> </div> <div class="elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-4480672" data-id="4480672" data-element_type="column"> <div class="elementor-widget-wrap"> </div> </div> <div class="elementor-column elementor-col-20 elementor-inner-column elementor-element elementor-element-da9f8cf" data-id="da9f8cf" data-element_type="column" data-settings="{"background_background":"gradient","animation":"none"}"> <div class="elementor-widget-wrap elementor-element-populated"> <div class="elementor-background-overlay"></div> <div class="elementor-element elementor-element-c317107 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider" data-id="c317107" data-element_type="widget" data-widget_type="divider.default"> <div class="elementor-widget-container"> <div class="elementor-divider"> <span class="elementor-divider-separator"> <span class="elementor-divider__text elementor-divider__element"> INFO </span> </span> </div> </div> </div> <div class="elementor-element elementor-element-bf51f9f elementor-align-center elementor-widget elementor-widget-button" data-id="bf51f9f" data-element_type="widget" data-widget_type="button.default"> <div class="elementor-widget-container"> <div class="elementor-button-wrapper"> <a class="elementor-button elementor-button-link elementor-size-lg" href="https://enact-horizon.eu/"> <span class="elementor-button-content-wrapper"> <span class="elementor-button-icon"> <i aria-hidden="true" class="fas fa-globe"></i> </span> <span class="elementor-button-text">WEBSITE</span> </span> </a> </div> </div> </div> <div class="elementor-element elementor-element-d915fd1 elementor-widget elementor-widget-text-editor" data-id="d915fd1" data-element_type="widget" data-settings="{"_animation":"none"}" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> <p style="color: black; font-size: 18px;"><b>Project ID:</b> 101135423</p><p style="color: black; font-size: 18px;"><b>Programme:</b> HORIZON</p><p style="color: black; font-size: 18px;"><b>Call:</b> HORIZON-CL4-2023-DATA-01</p><p style="color: black; font-size: 18px;"><b>DG/Agency:</b> HADEA</p><p style="color: black; font-size: 18px;"><b>Duration:</b> 2024 – 2027</p> </div> </div> <div class="elementor-element elementor-element-5e5d883 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider" data-id="5e5d883" data-element_type="widget" data-widget_type="divider.default"> <div class="elementor-widget-container"> <div class="elementor-divider"> <span class="elementor-divider-separator"> <span class="elementor-divider__text elementor-divider__element"> SOCIAL MEDIA </span> </span> </div> </div> </div> <div class="elementor-element elementor-element-09973c0 elementor-shape-circle elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons" data-id="09973c0" data-element_type="widget" data-widget_type="social-icons.default"> <div class="elementor-widget-container"> <div class="elementor-social-icons-wrapper elementor-grid"> <span class="elementor-grid-item"> <a class="elementor-icon elementor-social-icon elementor-social-icon-linkedin-in elementor-repeater-item-f79af0d" href="https://www.linkedin.com/in/enact-horizon-1798122b8/" target="_blank"> <span 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class="elementor-widget-container"> <div class="elementor-divider"> <span class="elementor-divider-separator"> <span class="elementor-divider__text elementor-divider__element"> STATUS </span> </span> </div> </div> </div> <div class="elementor-element elementor-element-0ad290a elementor-widget elementor-widget-text-editor" data-id="0ad290a" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> <p style="color: black; font-size: 18px;"><b>Status:</b> <b style="color: #32a852;">On going</b></p> <p style="color: black;">Start date: 01/01/2024</p> <p style="color: black;">End date: 01/01/2027</p> </div> </div> <div class="elementor-element elementor-element-c7dec3a elementor-widget elementor-widget-premium-addon-progressbar" data-id="c7dec3a" data-element_type="widget" data-widget_type="premium-addon-progressbar.default"> <div class="elementor-widget-container"> <div class="premium-progressbar-container" 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data-element_type="widget" data-widget_type="spacer.default"> <div class="elementor-widget-container"> <div class="elementor-spacer"> <div class="elementor-spacer-inner"></div> </div> </div> </div> </div> </div> </div> </section> <section class="elementor-section elementor-top-section elementor-element elementor-element-ca16177 elementor-section-full_width elementor-section-height-default elementor-section-height-default" data-id="ca16177" data-element_type="section"> <div class="elementor-container elementor-column-gap-default"> <div class="elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0a5ecfe" data-id="0a5ecfe" data-element_type="column"> <div class="elementor-widget-wrap elementor-element-populated"> <section class="elementor-section elementor-inner-section elementor-element elementor-element-0dcc55b elementor-section-full_width elementor-section-height-default elementor-section-height-default" data-id="0dcc55b" 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srcset="https://fourdotinfinity.com/wp-content/uploads/2024/02/eu_funded_en-300x63.jpg 300w, https://fourdotinfinity.com/wp-content/uploads/2024/02/eu_funded_en-1024x215.jpg 1024w, https://fourdotinfinity.com/wp-content/uploads/2024/02/eu_funded_en-768x161.jpg 768w, https://fourdotinfinity.com/wp-content/uploads/2024/02/eu_funded_en.jpg 1100w" sizes="(max-width: 300px) 100vw, 300px" /> </div> </div> <div class="elementor-element elementor-element-0227af8 elementor-widget elementor-widget-text-editor" data-id="0227af8" data-element_type="widget" data-widget_type="text-editor.default"> <div class="elementor-widget-container"> <p style="color: black; text-align: justify;">Funded by the European Union. 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