Impact of Size-Based Scheduling on Web Server Performance Aditi Deshpande Paanini Navileka ABSTRACT Scheduling policies for requests in Web servers impact the mean response time, and by extension, the performance of the web server as a whole. Most server architectures (both event-driven and thread-based) deal with requests on a strict FCFS (First Come, First Serve) basis, an approach that is fair to all requests, regardless of the size of the payload. By doing away with the notion of fairness in web servers, we open ourselves to other scheduling algorithms, that may yield drastic improvements in performance un- der specific workloads. In this paper, we have explored the effects of using the Shortest Remaining Processing Time (SRPT) scheduling algorithm as a replacement for the traditional FCFS. Our results show that in workloads where the size of the request in known beforehand, prioritizing smaller requests over larger ones can yield significant improvements in mean response time for access patterns where smaller files are more frequently requested than larger files.