EC2 (Amazon Elastic Compute Cloud) costs might quickly become overwhelming, especially when using auto-scaling clusters with higher classes of instances. This issue is affecting everyone using cloud infrastructure, where you get incredible flexibility in exchange for higher hourly prices.