When you see 'Cancelling order for XXX, taking too long', your trading bot is unable to fill your buy or sell your order within the time period configured in your Base config or Config pool.
This can be caused by percentage higher bid/lower ask that are too high, a too short buy/sell period, or the market is highly volatile/low volume.