Containerization technologies, orchestration systems and open hardware architectures, such as RISC-V, are crucial as the foundation of open digital infrastructures for the computing continuum - the seamless distribution of data and computation across platforms with heterogeneous ca- pabilities. However, it is unknown how containerization technologies and orchestration systems, such as Kubernetes, would impact performance in new architectures based on RISC-V. This work aims to address this question and intro- duces KubeEdge-V, an orchestration platform for RISC-V systems. We define the minimum components required to support the basic features of the containerization and orches- tration platforms: network plug-ins, container runtimes and computational/networking requirements, and we evaluated KubeEdge-V performance on a prototype of a distributed computing system based on SiFive processors called Monte Cimone. Finally, the paper compares the performance of KubeEdge-V on SiFive processors with an equivalent system based on ARM architecture featuring the same power envelope.

On the Containerization and Orchestration of RISC-V architectures for Edge-Cloud computing

Francesco Lumpp;Nicola Bombieri
2023-01-01

Abstract

Containerization technologies, orchestration systems and open hardware architectures, such as RISC-V, are crucial as the foundation of open digital infrastructures for the computing continuum - the seamless distribution of data and computation across platforms with heterogeneous ca- pabilities. However, it is unknown how containerization technologies and orchestration systems, such as Kubernetes, would impact performance in new architectures based on RISC-V. This work aims to address this question and intro- duces KubeEdge-V, an orchestration platform for RISC-V systems. We define the minimum components required to support the basic features of the containerization and orches- tration platforms: network plug-ins, container runtimes and computational/networking requirements, and we evaluated KubeEdge-V performance on a prototype of a distributed computing system based on SiFive processors called Monte Cimone. Finally, the paper compares the performance of KubeEdge-V on SiFive processors with an equivalent system based on ARM architecture featuring the same power envelope.
2023
Edge-Cloud, RISC-V, Kubernetes
File in questo prodotto:
Non ci sono file associati a questo prodotto.

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11562/1103666
Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
social impact