Tag: resource allocation

Scheduling for Cloud Computing

We analyze the performance of a simple scheduling rule for cloud computing settings in which different jobs can run in parallel on the same server (machine). The suggested algorithms can easily be used for offline (static) and online scheduling with very good performance. This paper was just accepted to Annals of Operations Research (AOR) – […]

Machine Learning with Resource Constraints

Want to use ML to allocate a limited amount of resources (e.g., vaccines) between multiple entities (e.g., patients)? Our paper, accepted to Engineering Applications of Artificial Intelligence (IF=7.8), suggests a machine learning approach that inherently incorporates the resource constraints into the learning process. Read it in this link, especially for you.Written with our talented MSc […]