No syncing between iCloud and iPad
By default, the iOS calendar only syncs events within a specific timeframe, but you can adjust that within the settings.

Open the Mail, Contacts, Calendars section in Settings, and scroll down to the Sync option under Calendars:



Tap that, and you'll get the option to choose how far back you want events to appear, or if you want all events to appear: