Abstract Against the backdrop of the rapid development of the cryptocurrency trading market, exchange business models have become increasingly diversified. Among them, B-Book exchanges have quickly risen due to their ability to offer high leverage, strong liquidity provisioning, and low operating costs. Unlike traditional A-Book exchanges, the B-Book model does not route orders to external liquidity providers. Instead, the exchange itself acts as the market maker, directly taking the opposite...