are you using dhcp or jdhcp? i have seen similar issues with dhcp . you can use "show system process extensive | match dhcp" to confirm the process.
if you are already using jdhcp then please enable dhcp traceoptions on srx.
can you collect "show dhcp server statistics" during problem state