I tried with and without UFW (disabled/enabled), I ran 
/etc/init.d/memcached status: 

● memcached.service - memcached daemon
   Loaded: loaded (/lib/systemd/system/memcached.service; enabled; vendor 
preset: enabled)
   Active: active (running) since Mon 2020-05-11 22:14:15 UTC; 11min ago
     Docs: man:memcached(1)
 Main PID: 845 (memcached)
    Tasks: 10 (limit: 2361)
   CGroup: /system.slice/memcached.service
           └─845 /usr/bin/memcached -m 64 -p 11211 -u www-data -l 127.0.0.1 
-P /var/run/memcached/memcached.pid -s /v…id

May 11 22:14:15 atlantsecurity systemd[1]: Started memcached daemon.
May 11 22:14:16 atlantsecurity systemd-memcached-wrapper[845]: Could not 
open the pid file /var/run/memcached/memc…enied
Hint: Some lines were ellipsized, use -l to show in full.

telnet localhost 11211: returns: 
telnet: Unable to connect to remote host: Connection refused

After a lot of troubleshooting, I figured that if I commented these lines  
in /etc/memcached.conf, it starts just fine on reboot:

# Use a pidfile
#-P /var/run/memcached/memcached.pid
#-s /var/www/memcached.sock
#-a 0770
#-p /tmp/memcached.pid

do you have an idea why these options prevent it from starting? 

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