The present disclosure involves systems and methods for obtaining and correlating workload performance information from multiple tenants on a computing network and providing deployment improvement suggestions to a cloud operator or tenant based at least on the correlated workload performance information. In one particular implementation, applications deployed and executed on the cloud environment may provide performance logs and/or metrics to an inter-tenant workload engine of the cloud environment. The workload engine may utilize the received performance information to detect performance patterns of an application across the different tenant deployments. A recommendation engine may analyze the performance characteristics across the multiple tenant applications and determine an optimized deployment of the application and generate recommended deployment instructions to a cloud environment administrator and/or one or more tenants of the cloud environment.