Personalized Execution Time Optimization for the Scheduled Jobs. (arXiv:2203.06158v1 [cs.LG])

Scheduled batch jobs have been widely used on the asynchronous computing
platforms to execute various enterprise applications, including the scheduled
notifications and the candidate computation for the modern recommender systems.
It is important to deliver or update the information to the users at the right
time to maintain the user experience and the execution impact. However, it is
challenging to provide a versatile execution time optimization solution for the
user-basis scheduled jobs to satisfy various product scenarios while
maintaining reasonable …

arxiv jobs optimization personalized time