@Erel
@Widget: I obviously answered in the second when you posted your reply.
No problem. Perhaps if you could explain what type of information you are sharing (text, images, video) the # of records and # of concurrent users etc, it may help someone propose a solution. Maybe you don't need MySQL? Have you considered having the android send the updated rows to the device using a web server running PHP or if you can batch the operations use FTP? Because of security concerns most remote clients do not access the host database directly and insist on using an intermediary server.
I have used MySQL on Windows and it requires a large amount of resources (CPU, memory and disk space) compared to SQLite. I doubt it will run well on a Raspberry if at all. You will likely get better efficiency from an efficient fast server with SQLite as a backend database. If most of the users are reading from the database then SQLite may work well because it won't need table locks. But if most people are writing to the database then you may be looking at a limit of 10-20 concurrent users because of table locking contentions. This of course depends on the amount of data each user is writing.
So if you could post what you are trying to accomplish, I'm sure you'll get a better answer from the forum.