Home > AI Solutions > Artificial Intelligence > White Papers > Accelerating ML and DL Pipelines with Intel® Granulate™ and Dell PowerEdge Servers on Cloudera Data Platform > Executive summary
Intel® Granulate™ empowers enterprises and digital native businesses with real-time, continuous application-level performance optimization and capacity management, on any type of workload. Using Granulate, enterprises see immediate cloud and on-premises compute cost reductions. This AI-driven technology is available in the AWS, GCP, Microsoft Azure, and Red Hat marketplaces. It operates on the runtime level to optimize workloads and capacity management automatically and continuously without the need for code alterations.
Granulate offers a suite of optimization solutions that supports diverse deployment types. These include container-based architectures, like Docker; big data infrastructures, such as Spark, MapReduce, and Kafka; as well as resource management tools like Kubernetes and YARN. This AI guided technology provides DevOps teams with optimization solutions for all major programming languages, such as Python, Java, Scala, and Go.
End-user customers who run applications in on-premises and hybrid cloud environments report improvements in job completion time, throughput, response time, resource utilization, and carbon footprint. Granulate enables them to realize up to 45% cost savings with zero code changes.