Megh Computing's mission is to enable the 3rd wave of computing in data centers with the deployment of scale out FPGA (Field Programmable Gate Arrays) based accelerators. Megh Computing provides a scalable, efficient platform for Real Time Analytics using FPGA-as-a-Service delivering high performance with low latencies for the public or private cloud. Our solution consists of Sira Accelerator Function Units (AFUs) for inline processing of streaming data and offload processing of compute intensive algorithms, managed by Arka Runtime which exposes Accelerator Functions-as-a-Service via high level APIs for integration with the applications with no changes.