Moving a large MySql database(Over 15 GB) from server to server mysqldump
What you need to do is mysqldump separate tables in batches and load them.

On your new CentOS server, write the following

MYSQL_SOURCE_HOST=10.20.30.40
MYSQL_SOURCE_USER=root
MYSQL_SOURCE_PASS=rootpassword
SRC_CONN="-h${MYSQL_SOURCE_HOST} -u${MYSQL_SOURCE_USER} -p${MYSQL_SOURCE_PASS}"

MYSQL_TARGET_HOST=localhost
MYSQL_TARGET_USER=root
MYSQL_TARGET_PASS=rootpassword
TGT_CONN="-h${MYSQL_TARGET_HOST} -u${MYSQL_TARGET_USER} -p${MYSQL_TARGET_PASS}"

SQL="SELECT table_name FROM information_schema.tables"
SQL="${SQL} WHERE table_schema = 'xcart'"
SQL="${SQL} ORDER BY data_length"
mysql ${SRC_CONN} -ANe"${SQL}" &gt; /tmp/ListOfTables.txt

COMMIT_COUNT=0
COMMIT_LIMIT=10
MYSQLDUMP_OPTIONS="--hex-blob --routines --triggers --events"
for TBL in `cat /tmp/ListOfTables.txt`
do
    mysqldump ${SRC_CONN} ${MYSQLDUMP_OPTIONS} xcart ${TBL} | mysql ${TGT_CONN} -Dxcart &amp;
    (( COMMIT_COUNT++ ))
    if [ ${COMMIT_COUNT} -eq ${COMMIT_LIMIT} ]
    then
        COMMIT_COUNT=0
        wait
    fi
done
if [ ${COMMIT_COUNT} -gt 0 ] ; then wait ; fi


I have other ideas from my old post : How can I optimize a mysqldump of a large database?

Give it a Try !!!