Descrizione del progetto
I megadati per l’intero ciclo vitale
Oggigiorno, la crescente diffusione di dati e calcolo comporta la proliferazione delle applicazioni edge, che consentono un’elaborazione di dati tempestiva ed efficace, nonché un’analisi di tipo avanzato. Ciononostante, nel contesto odierno di crescita dei dati sono necessarie nuove soluzioni che possano garantire un’integrazione fluida delle risorse al fine di sostenere flussi di lavoro per le applicazioni dinamici e basati sui dati. In tale direzione, il progetto DataCloud, finanziato dall’UE, introduce un paradigma rivoluzionario con pipeline di megadati per la gestione dell’intero ciclo di vita attraverso la scoperta, la progettazione, la simulazione, la fornitura, l’implementazione e l’adattamento in tutto il continuum dell’elaborazione. Esso consentirà la connessione delle pipeline di megadati con le operazioni industriali end-to-end, dalla pre-elaborazione e raccolta dei dati alla realizzazione di un obiettivo commerciale. DataCloud renderà i progressi nel campo dei megadati più accessibili, indipendentemente dalle condizioni dettate dall’hardware.
Obiettivo
DataCloud provides a novel paradigm covering the complete lifecycle of managing Big Data pipelines through discovery, design, simulation, provisioning, deployment, and adaptation across the Computing Continuum. Big Data pipelines in DataCloud interconnect the end-to-end industrial operations of collecting pre-processing and filtering data, transforming and delivering insights, training simulation models, and applying them in the cloud to achieve a business goal. DataCloud delivers a toolbox of new languages, methods, infrastructures, and prototypes for discovering, simulating, deploying, and adapting Big Data pipelines on heterogeneous and untrusted resources. DataCloud separates the design from the run-time aspects of Big Data pipeline deployment, empowering domain experts to take an active part in their definitions. The main exploitation targets the operation and monetization of the toolbox in European markets, and in the Spanish-speaking countries of Latin America. Its aim is to lower the technological entry barriers for the incorporation of Big Data pipelines in organizations’ business processes and make them accessible to a wider set of stakeholders regardless of the hardware infrastructure. DataCloud validates its plan through a strong selection of complementary business cases offered by SMEs and a large company targeting higher mobile business revenues in smart marketing campaigns, reduced production costs of sport events, trustworthy eHealth patient data management, and reduced time to production and better analytics in Industry 4.0 manufacturing. The balanced consortium consists of 11 partners from eight countries. It has three strong university partners specialised in Big Data, distributed computing, and high-productivity languages, led by a research institute. DataCloud gathers six SMEs and one large company (as technology providers and stakeholders/users/early adopters) that prioritise the business focus of the project in achieving high business impacts.
Campo scientifico
Parole chiave
Programma(i)
Meccanismo di finanziamento
RIA - Research and Innovation actionCoordinatore
7034 Trondheim
Norvegia