Fast Symmetric Encryption Algorithms: My Options
AES-GCM can be used as it provide Authenticated Encryption, no need to separately calculate MAC as the same same algorithm does that in parallel.This is hardware efficient.

For software you can use ChaCha(which is a Salsa variant stream cipher) along with Poly1305 , this combination also provide AEAD.