You could try natural remedies that can reduce inflammation but if your pain is in the areas you specified then you need to keep moving. It might be the worst thing you can think of right now but you can not allow your joints to seize up through inactivity.

Do some light stretching & if you can face it a short walk could help. Seeing a chiropractor could be an option, as could using heat gels to massage into the affected areas.