In the rapidly evolving landscape of modern applications, the Edge-Cloud Continuum emerges as a pivotal paradigm, promising unprecedented flexibility and efficiency in service deployments. As the demand for low-latency, high-throughput applications intensifies, the Continuum provides a dynamic framework, enabling the distribution of computational tasks between centralized cloud servers and decentralized edge devices. However, the transition from traditional cloud-centric models to the Continuum introduces complexities that necessitate careful consideration. Besides development, Continuum applications call for a placement process with the aim to allocate services to the best suitable deployment node, according to application requirements and nodes capabilities. Furthermore, controlling non-functional properties within the Cloud-Edge Continuum and balancing trade-offs between performance, reliability, and security becomes increasingly intricate in this distributed architecture. This paper addresses the above challenges proposing MUSA, a deployment platform for data-intensive workflows of services integrating continuous non-functional properties verification.
MUSA: A platform for data-intensive services in Edge-Cloud Continuum / M. Anisetti, C.A. Ardagna, F. Berto, R. Bondaruc, E. Damiani, A. Pedretti, A. Pisati, M. Banzi, A. Retico (LECTURE NOTES ON DATA ENGINEERING AND COMMUNICATIONS TECHNOLOGIES). - In: Advanced Information Networking and Applications. Volume 5 / [a cura di] L. Barolli. - [s.l] : Springer, 2024 May 10. - ISBN 9783031579301. - pp. 327-337 (( Intervento presentato al 38. convegno AINA International Conference on Advanced Information Networking and Applications : April, 17th - 19th tenutosi a Kitakyushu (Japan) nel 2024 [10.1007/978-3-031-57931-8_32].
MUSA: A platform for data-intensive services in Edge-Cloud Continuum
M. AnisettiPrimo
;C.A. ArdagnaSecondo
;F. Berto
;R. Bondaruc;E. Damiani;A. Pedretti;A. Pisati;
2024
Abstract
In the rapidly evolving landscape of modern applications, the Edge-Cloud Continuum emerges as a pivotal paradigm, promising unprecedented flexibility and efficiency in service deployments. As the demand for low-latency, high-throughput applications intensifies, the Continuum provides a dynamic framework, enabling the distribution of computational tasks between centralized cloud servers and decentralized edge devices. However, the transition from traditional cloud-centric models to the Continuum introduces complexities that necessitate careful consideration. Besides development, Continuum applications call for a placement process with the aim to allocate services to the best suitable deployment node, according to application requirements and nodes capabilities. Furthermore, controlling non-functional properties within the Cloud-Edge Continuum and balancing trade-offs between performance, reliability, and security becomes increasingly intricate in this distributed architecture. This paper addresses the above challenges proposing MUSA, a deployment platform for data-intensive workflows of services integrating continuous non-functional properties verification.File | Dimensione | Formato | |
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