NoQueue Real-Time Offloading Framework poster.pdf

NoQueue is a real-time offloading framework design to remove server side queueing delay. It predicts workload execution time for each client using time series prediction. With the knowledge of offloading period and execution time, the planner is able to predict all future queueing events. The planner adjusts the future offloading time of clients to avoid queueing. As a result, it introduces jitter of offloading interval but improve end-to-end delay performance.