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. Anisetti
Primo
;
C.A. Ardagna
Secondo
;
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.
No
English
Edge-Cloud Continuum; cloud computing; cloud infrastructure;
Settore INF/01 - Informatica
Intervento a convegno
Esperti anonimi
Pubblicazione scientifica
   MUSA - Multilayered Urban Sustainability Actiona
   MUSA
   MINISTERO DELL'UNIVERSITA' E DELLA RICERCA

   One Health Action Hub: task force di Ateneo per la resilienza di ecosistemi territoriali (1H_Hub) Linea Strategica 3, Tema One health, one earth
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   UNIVERSITA' DEGLI STUDI DI MILANO
Advanced Information Networking and Applications. Volume 5
L. Barolli
Springer
10-mag-2024
9-apr-2024
327
337
11
9783031579301
9783031579318
203
Volume a diffusione internazionale
No
AINA International Conference on Advanced Information Networking and Applications : April, 17th - 19th
Kitakyushu (Japan)
2024
38
Convegno internazionale
manual
Aderisco
M. Anisetti, C.A. Ardagna, F. Berto, R. Bondaruc, E. Damiani, A. Pedretti, A. Pisati, M. Banzi, A. Retico
Book Part (author)
mixed
273
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].
info:eu-repo/semantics/bookPart
9
Prodotti della ricerca::03 - Contributo in volume
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/1045069
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