if you are new you shouldnt upgrade the wp to latest. BUT
u also said u increased the memory.. how did u do that? modifying php.ini? if yes then u know something about server configuraton.
there are so many things could be happened here...
it seems u are using poor quality theme or plugins or in this case your server is not properly configured.
speak to bluehost customer service asap.