Use this for line-based input
Sequence files allow for multiple files in one 64MB block
Counters are sent back to job tracker at end of job
Hook for logging and status. OK to use log4j or stdout/stderr and then read from jobtracker for each process.
mapred is old but functional. mapreduce is future version.