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elementor-section-full_width elementor-section-height-default elementor-section-height-default" data-id="87dd1b5" 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-87e2657" data-id="87e2657" data-element_type="column"> <div class="elementor-widget-wrap elementor-element-populated"> <div class="elementor-element elementor-element-b63c8f5 elementor-widget elementor-widget-spacer" data-id="b63c8f5" 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-b051ad0 elementor-section-full_width elementor-section-height-default elementor-section-height-default" data-id="b051ad0" data-element_type="section"> <div 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data-widget_type="heading.default"> <div class="elementor-widget-container"> <h2 class="elementor-heading-title elementor-size-xl">Project Manolo</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;"> Trustworthy Efficient AI for Cloud-Edge Computing</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-85bcfb4 elementor-widget__width-initial elementor-widget elementor-widget-image" data-id="85bcfb4" data-element_type="widget" data-widget_type="image.default"> <div class="elementor-widget-container"> <img fetchpriority="high" decoding="async" width="525" height="241" src="https://fourdotinfinity.com/wp-content/uploads/2024/01/MANOLO-LOGO_TAGLINE2-1024x470.png" class="attachment-large size-large wp-image-2157" alt="" srcset="https://fourdotinfinity.com/wp-content/uploads/2024/01/MANOLO-LOGO_TAGLINE2-1024x470.png 1024w, https://fourdotinfinity.com/wp-content/uploads/2024/01/MANOLO-LOGO_TAGLINE2-300x138.png 300w, https://fourdotinfinity.com/wp-content/uploads/2024/01/MANOLO-LOGO_TAGLINE2-768x352.png 768w, https://fourdotinfinity.com/wp-content/uploads/2024/01/MANOLO-LOGO_TAGLINE2-1536x705.png 1536w, https://fourdotinfinity.com/wp-content/uploads/2024/01/MANOLO-LOGO_TAGLINE2-2048x939.png 2048w, https://fourdotinfinity.com/wp-content/uploads/2024/01/MANOLO-LOGO_TAGLINE2-e1706794052317.png 600w" sizes="(max-width: 525px) 100vw, 525px" /> </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;">Project MANOLO will deliver a complete stack of trustworthy algorithms and tools to help AI systems reach better efficiency and seamless optimization in their operations, resources and data required to train, deploy and run high-quality and lighter AI models in both centralised and cloud-edge distributed environments. It will push the state of the art in the development of a collection of complementary algorithms for training, understanding, compressing and optimising machine learning models by advancing research in the areas of: model compression, meta-learning (few-shot learning), domain adaptation, frugal neural network search and growth and neuromorphic models. Novel dynamic algorithms for data/energy efficient and policy-compliance allocation of AI tasks to assets and resources in the cloud-edge continuum will be designed, allowing for trustworthy widespread deployment.</p> <p style="color: black; font-size: 16px; text-align: justify;">To support these activities a data management framework for distributed tracking of assets and their provenance (data, models, algorithms) and a benchmark system to monitor, evaluate and compare new AI algorithms and model deployments will be developed. Trustworthiness evaluation mechanisms will be embedded at its core for explainability, robustness and security of models while using the Z-Inspection methodology for TrustworthyAI assesment, helping AI systems conform to the new AI Act regulation.</p> <p style="color: black; font-size: 16px; text-align: justify;">MANOLO will be deployed as a toolset and tested in lab environments via Use Cases with different distributed AI paradigms within cloud-edge continuum settings; it will be validated in verticals such as health, manufacturing, and telecommunications aligned with ADRA identified market opportunities, and with a granular set of embedded devices covering robotics, smartphones, IoT as well as using Neuromorphic chips. MANOLO will integrate with ongoing projects at EU level developing the next operating system for cloud-edge continuum, while promoting its sustainability via the AI-on-demand platform and EU portals.</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://manolo-project.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> 101135782</p><p style="color: black; font-size: 18px;"><b>Programme:</b>聽HORIZON</p><p style="color: black; font-size: 18px;"><b>Call:</b> HORIZON-CL4-2023-HUMAN-01-CNECT</p><p style="color: black; font-size: 18px;"><b>DG/Agency:</b> CNECT</p><p style="color: black; font-size: 18px;"><b>Duration:</b>聽2024 – 2027</p><p style="color: black; font-size: 18px;"><b>Website:</b>聽www.manolo-project.eu</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/company/manolo-project/" target="_blank"> <span class="elementor-screen-only">Linkedin-in</span> <i class="fab fa-linkedin-in"></i> </a> </span> <span class="elementor-grid-item"> <a class="elementor-icon elementor-social-icon elementor-social-icon-twitter elementor-repeater-item-7bfe9db" href="https://twitter.com/MANOLO_Project" target="_blank"> <span class="elementor-screen-only">Twitter</span> <i class="fab fa-twitter"></i> </a> </span> <span class="elementor-grid-item"> <a class="elementor-icon elementor-social-icon elementor-social-icon-globe elementor-repeater-item-ef3b1d9" href="https://manolo-project.eu/" target="_blank"> <span class="elementor-screen-only">Globe</span> <i class="fas fa-globe"></i> </a> </span> </div> </div> </div> <div class="elementor-element elementor-element-52b2841 elementor-widget-divider--view-line_text elementor-widget-divider--element-align-center elementor-widget elementor-widget-divider" data-id="52b2841" 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"> 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" 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elementor-element-cea7e0e" data-id="cea7e0e" data-element_type="column"> <div class="elementor-widget-wrap"> </div> </div> </div> </section> <div class="elementor-element elementor-element-4311ad1 elementor-widget elementor-widget-spacer" data-id="4311ad1" 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-2f381e1 elementor-section-boxed elementor-section-height-default elementor-section-height-default" data-id="2f381e1" 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-21dc2e6" data-id="21dc2e6" data-element_type="column"> <div class="elementor-widget-wrap 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