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Scalable Systems Research Labs, Inc. ('SSRLabs') develops and sells a family of massively parallel coprocessors with standard APIs to solve the "Big Data" and numerically intensive problems. These coprocessors work with a variety of standards-based application programming interfaces (APIs). SSRLabs' family of coprocessors improves floating-point computation and analysis of multi-dimensional datasets at substantially higher performance levels and lower power consumption compared to traditional processors. The combination of coprocessors and standards-based application programming interfaces enables linear scaling. This includes applications in data analysis including social data, financial modeling, analysis of unstructured data ("Big Data"), crash test simulations, weather forecast, business process management and optimization (BPM/BPO) as well as business intelligence (BI) and mapping of the human brain. High power consumption and excess heat generation are major challenges in Data Centers and High Performance Compute (HPC) applications. Our coprocessors and APIs address this challenge.