Recently, cloud computing has emerged as an important service to manage applications efficiently over the Internet. STAR: SLA-aware Autonomic Management of Cloud Resources Various cloud providers offer pay-per-use cloud services that require Quality of Service (QoS) management to monitor and measure delivered services efficiently through Internet of Things (IoT) and therefore need to follow Service Level Agreements (SLAs). However, providing dedicated cloud services that ensure the dynamic QoS requirements of the user by avoiding SLA violations is a major challenge in cloud computing.

STAR: SLA-aware Autonomic Management of Cloud Resources As dynamism, heterogeneity, and complexity of the cloud environment are increasing rapidly, it makes cloud systems insecure and unmanageable. Cloud systems require self-management of services to overcome these problems. Therefore, there is a need to develop a resource management technique that manages cloud users ‘ QoS requirements automatically, thus helping cloud providers achieve SLAs and avoid SLA violations.