Descripción del proyecto
Computación en nube para instalaciones multinube
La computación en nube ofrece muchas posibilidades para almacenar, proteger y trabajar con nuestros datos. Sin embargo, las aplicaciones y los componentes actuales pueden organizarse y remodelarse previamente a la implantación de nuevas tecnologías para mejorar los efectos de estas. El proyecto financiado con fondos europeos MORPHEMIC adaptará y optimizará la computación en nube en dos dimensiones: con la idea de la arquitectura polimorfa y una adaptación proactiva. Optimizará aplicaciones que trabajan en distintas formas técnicas con el fin de aumentar su utilidad en distintos entornos específicos. Además, el proyecto garantizará la implantación heterogénea a través de una plataforma de implantación de MORPHEMIC. Su entorno ofrecerá una combinación de niveles de nube, centros de procesamiento de datos, nubes periféricas y estaciones base 5G que proporcionarán una solución completa para una fácil inclusión de nuevas tecnologías y servicios.
Objetivo
MORPHEMIC proposes a unique way of adapting and optimizing Cloud computing applications by introducing the novel concepts of polymorph architecture and proactive adaptation. The former is when a component can run in different technical forms, i.e. in a Virtual Machine (VM), in a container, as a big data job, or as serverless components, etc. The technical form of deployment is chosen during the optimization process to fulfil the user’s requirements and needs. The quality of the deployment is measured by a user defined and application specific utility. Depending on the application’s requirements and its current workload, its components could be deployed in various forms in different environments to maximize the utility of the application deployment and the satisfaction of the user. Proactive adaptation is not only based on the current execution context and conditions but aims to forecast future resource needs and possible deployment configurations. This ensures that adaptation can be done effectively and seamlessly for the users of the application. The MORPHEMIC deployment platform will therefore be very beneficial for heterogeneous deployment in distributed environments combining various Cloud levels including Cloud data centres, edge Clouds, 5G base stations, and fog devices. Advanced forecasting methods, including the ES-Hybrid method recently winning the M4 forecasting competition, will be used to achieve the most accurate predictions. The outcome of the project will be implemented in the form of the complete solution, starting from modelling, through profiling, optimization, runtime reconfiguration and monitoring. Then the MORPHEMIC implementation will be integrated as a pre-processor for the existing MELODIC platform extending its deployment and adaptation capabilities beyond the multi-cloud and cross-cloud to the edge, 5G, and fog. This approach allows for a path to early demonstrations and commercial exploitation of the project results.
Ámbito científico
Palabras clave
Programa(s)
Convocatoria de propuestas
Consulte otros proyectos de esta convocatoriaConvocatoria de subcontratación
H2020-ICT-2019-2
Régimen de financiación
RIA - Research and Innovation actionCoordinador
0313 Oslo
Noruega