Today data scientist is turning to cloud for AI and HPC workloads. However, AI/HPC applications require high computational throughput where generic cloud resources would not suffice. There is a strong demand for OpenStack to support hardware accelerated devices in a dynamic model. In this session, we will introduce OpenStack Acceleration Service – Cyborg, which provides a management framework for accelerator devices (e.g. FPGA, GPU, NVMe SSD). We will also discuss Rack Scale Design (RSD)