# An autonomic risk‐ and penalty‐aware resource allocation with probabilistic resource scaling mechanism for multilayer cloud resource provisioning

> Research article (International Journal of Communication Systems, 2020) · cited 18× · AI/ML

**Wikidata**: [openalex:W3004479376](https://www.wikidata.org/wiki/openalex:W3004479376)  
**Source**: https://4ort.xyz/entity/an-autonomic-risk-and-penaltyaware-resource-allocation-with-probabilistic-resource-scaling-mechanism-for-multilayer-clou