# Cloud Resource Scaling for Big Data Streaming Applications Using a Layered Multi-dimensional Hidden Markov Model

> Research article (2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID), 2017) · cited 17× · AI/ML

**Wikidata**: [openalex:W2729578352](https://www.wikidata.org/wiki/openalex:W2729578352)  
**Source**: https://4ort.xyz/entity/cloud-resource-scaling-for-big-data-streaming-applications-using-a-layered-multi-dimensional-hidden-markov-model