10 Computational Challenges in Finance -- From model to application: calibration to market data -- Comparative study of acceleration platforms for Heston's stochastic volatility model -- Towards Automated Benchmarking and Evaluation of Heterogeneous Systems in Finance -- Is High Level Synthesis ready for business? An Option Pricing Case Study -- High-Bandwidth Low-Latency Interfacing with FPGA Accelerators Using PCI Express -- Pricing High-Dimensional American Options on Hybrid CPU/FPGA Systems -- Bringing Flexibility to FPGA Based Pricing Systems -- Exploiting mixed-precision arithmetics in a multilevel Monte Carlo approach on FPGAs -- Accelerating Closed-Form Heston Prices for Calibration.