Descrizione del progetto
Cloud computing per le distribuzioni su più cloud
Il cloud computing offre molte possibilità per archiviare, proteggere e lavorare sui nostri dati. Ma le applicazioni e i componenti attuali possono essere organizzati e rimodellati in vista delle previste distribuzioni di nuove tecnologie per effetti migliori. Il progetto MORPHEMIC, finanziato dall’UE, adatterà e ottimizzerà il cloud computing in due dimensioni, con l’idea di un’architettura polimorfa e un adattamento proattivo. Esso ottimizzerà applicazioni che lavorano in diverse forme tecniche per aumentare la propria utilità in ambienti specifici. Il progetto garantirà inoltre la distribuzione eterogenea attraverso una piattaforma di distribuzione di MORPHEMIC. Il suo ambiente offrirà una combinazione di livelli di cloud, centri dati, cloud edge e stazioni base 5G per fornire una soluzione completa per l’inclusione semplice di tecnologie e servizi nuovi.
Obiettivo
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.
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Meccanismo di finanziamento
RIA - Research and Innovation actionCoordinatore
0313 Oslo
Norvegia