The killing of a large number of people over a short period of time.
serial killer
noun
A person who commits multiple (more than two) murders, especially similar ones with no obvious motive over a period of time with a "cooling-off" period between each murder.
How often have the words mass murder and serial killer occurred in a corpus of books? (source: Google Ngram Viewer )