The 1st International Workshop on Machine Learning for Autonomic System Operations in the Device-Edge-Cloud Continuum (MLSysOps 2023) took place on September 25, 2023 in Rende, Italy, in conjunction with the International Conference on Embedded Wireless Systems and Networks (EWSN 2023).