Granulate

Granulate's autonomous, continuous workload optimization enables companies to improve application performance and reduce cloud costs by up to 63% - with no code changes required. Granulate’s technology learns the resource management patterns of your application on cloud or on-prem infrastructure and continuously optimizes it at the runtime level. Customers can start by activating Granulate on just a single VM, but no matter the size of the cluster they will see results of up to 5x throughput, 40% reduced latency and 60% reduced cloud costs. Performance gains come regardless of other optimization solutions in use, and engineers aren’t required to change the code whatsoever.