It's Time to Embrace AI and Machine Learning in Cloud DevOps

Enterprises are looking for applications and Cloud Service Providers to help them operate more efficiently through the use of Machine Learning (ML) and Artificial Intelligence (AI) to deliver more effective resource management. Achieving this will require the environment or application to understand when it needs more resources and then automatically scaling up those resources to meet the increased demand. Conversely, the technology will need to understand when specific resources are no longer needed and safely turn them off to minimize costs. Today such dynamic resource allocation can be unreliable or must employ an inefficient manual process, forcing Cloud customers to either spend more than necessary or fall short of meeting service levels during periods of peak demand. Enterprises will seek to take full advantage of the Cloud's agility by re-architecting their application/technology stacks to optimize them specifically for the Cloud environment.