MeSHwA: The case for a Memory-Safe Software and Hardware Architecture for Serverless Computing
Motivated by developer productivity, serverless computing, and microservices have become the de facto development model in the cloud. Microservices decompose monolithic applications into separate functional units deployed individually. This deployment model, however, costs CSPs a large infrastructur...
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Zusammenfassung: | Motivated by developer productivity, serverless computing, and microservices
have become the de facto development model in the cloud. Microservices
decompose monolithic applications into separate functional units deployed
individually. This deployment model, however, costs CSPs a large infrastructure
tax of more than 25%. To overcome these limitations, CSPs shift workloads to
Infrastructure Processing Units (IPUs) like Amazon's Nitro or, complementary,
innovate by building on memory-safe languages and novel software abstractions.
Based on these trends, we hypothesize a \arch providing a general-purpose
runtime environment to specialize functionality when needed and strongly
isolate components. To achieve this goal, we investigate building a single
address space OS or a multi-application library OS, possible hardware
implications, and demonstrate their capabilities, drawbacks and requirements.
The goal is to bring the advantages to all application workloads including
legacy and memory-unsafe applications, and analyze how hardware may improve the
efficiency and security. |
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DOI: | 10.48550/arxiv.2211.08056 |