By looking beyond parallelization and focusing on customization and specialization for energy-efficient computing, Falcon Computing Solutions provides automated compilation tool, runtime management tool, as well as acceleration library to enable scalable and seamless integration of heterogeneous accelerating technologies into existing data center infrastructures, with focus on FPGA0based acceleration. Falcon Computing Solutions brings orders-of-magnitude performance/power efficiency improvement for key big-data applications.