The ETIMEDOUT error typically occurs when the connection to the AWS ElastiCache (Redis) cluster cannot be established within the specified timeout. Check the connectivity, security groups, make sure the host name is correct. Simple debug step: try to connect with cli command from the same security group, networking, and see wether you can connect or no.