Afaik, you don't have a limit on the number of cycles: if you application requires many CPU cycles it will probably run slower since it would only use 1/8 of core.
Regarding the memory, if you are just using 1 app cell but your app requires more than 128MB, then it will probably result in an OUT OF MEMORY exception.