Bigstream provides hyper-acceleration technology for data processing engines using both hardware and software accelerators. Unlike other hardware- or platform-specific approaches, Bigstream delivers orders of magnitude performance acceleration instantly and with no application code changes or special APIs. Bigstream provides hyperacceleration technology for popular big data processing engines like Apache Spark using both hardware and software accelerators. Hyperacceleration of big data, machine learning and AI workloads is achieved using advanced compiler techniques and transparent support for FPGAs, many-core CPUs and GPUs. Unlike other hardware- or platform-specific approaches, Bigstream delivers orders of magnitude performance acceleration instantly and with no application code changes or special APIs.